.:
    ibm-watsonx-orchestrate-clients | downloads: 224,412
    ibm-watsonx-orchestrate-core | downloads: 224,401

Cheetah:
    ct3 | downloads: 1,658,617
    cheetah3 | downloads: 313,420

ET_Client:
    salesforce-fuelsdk-sans | downloads: 666,917
    salesforce-fuelsdk | downloads: 82,174

FuelSDK:
    salesforce-fuelsdk-sans | downloads: 666,917
    salesforce-fuelsdk | downloads: 82,174

Levenshtein:
    levenshtein | downloads: 21,050,509
    python-levenshtein-wheels | downloads: 45,447

MeCab:
    mecab-python3 | downloads: 1,043,843
    mecab | downloads: 535,385

Products:
    zope | downloads: 119,240
    products-cmfcore | downloads: 46,557
    products-zcatalog | downloads: 44,723
    products-genericsetup | downloads: 43,667

PyFunceble:
    pyfunceble-process-manager | downloads: 105,018
    pyfunceble-dev | downloads: 103,155

PyObjCTools:
    pyobjc-framework-cocoa | downloads: 2,716,602
    pyobjc-framework-exceptionhandling | downloads: 625,429

PyQt5:
    pyqt5 | downloads: 3,467,660
    pyqt5-qt5 | downloads: 3,355,718
    pyqt5-sip | downloads: 3,346,441
    pyqtwebengine | downloads: 292,822
    pyqtwebengine-qt5 | downloads: 286,781

PyQt6:
    pyqt6-qt6 | downloads: 2,644,020
    pyqt6 | downloads: 2,628,994
    pyqt6-sip | downloads: 2,611,829
    pyqt6-webengine-qt6 | downloads: 234,952
    pyqt6-webengine | downloads: 229,600

PySide6:
    pyside6-essentials | downloads: 3,851,432
    pyside6-addons | downloads: 3,707,970
    pyside6 | downloads: 3,644,067

QtCore:
    pyside2 | downloads: 150,857
    shiboken2 | downloads: 117,465

RPA:
    rpaframework | downloads: 701,783
    rpaframework-core | downloads: 557,312
    rpaframework-pdf | downloads: 540,763

Shiboken:
    pyside6-essentials | downloads: 3,851,432
    shiboken6 | downloads: 3,800,583

TTS:
    coqui-tts | downloads: 177,002
    tts | downloads: 98,129

Xlib:
    python-xlib | downloads: 3,386,607
    python3-xlib | downloads: 1,725,861
    xlib | downloads: 150,879

__init__:
    jsonnet | downloads: 1,982,070
    rev-ai | downloads: 354,131
    slackify-markdown | downloads: 313,216
    mmgp | downloads: 164,943
    sagemaker-experiments | downloads: 119,457
    csvsort | downloads: 114,584
    owlready2 | downloads: 93,204
    aws-cron-expression-validator | downloads: 72,182
    python-ssl-checker | downloads: 19,167

_binding:
    tree-sitter-bash | downloads: 25,362,907
    tree-sitter-javascript | downloads: 25,214,480
    tree-sitter-c | downloads: 21,296,859
    tree-sitter-java | downloads: 20,967,024
    tree-sitter-c-sharp | downloads: 20,814,126
    tree-sitter-rust | downloads: 20,246,837
    tree-sitter-go | downloads: 20,066,997
    tree-sitter-php | downloads: 17,780,230
    tree-sitter-ruby | downloads: 17,677,667
    tree-sitter-python | downloads: 9,239,487
    tree-sitter-typescript | downloads: 7,699,765
    tree-sitter-yaml | downloads: 5,371,933
    tree-sitter-cpp | downloads: 4,389,305
    tree-sitter-json | downloads: 3,264,315
    tree-sitter-embedded-template | downloads: 3,087,411
    tree-sitter-kotlin | downloads: 2,352,924
    tree-sitter-swift | downloads: 2,094,659
    tree-sitter-sql | downloads: 1,940,584
    tree-sitter-scala | downloads: 1,916,369
    tree-sitter-elixir | downloads: 1,913,849
    tree-sitter-lua | downloads: 1,813,278
    tree-sitter-toml | downloads: 1,809,401
    tree-sitter-xml | downloads: 1,788,450
    tree-sitter-powershell | downloads: 1,747,880
    tree-sitter-groovy | downloads: 1,733,291
    tree-sitter-html | downloads: 1,733,164
    tree-sitter-markdown | downloads: 1,703,992
    tree-sitter-css | downloads: 1,681,974
    tree-sitter-objc | downloads: 1,677,458
    tree-sitter-zig | downloads: 1,644,618
    tree-sitter-julia | downloads: 1,639,030
    tree-sitter-verilog | downloads: 1,622,196
    tree-sitter-regex | downloads: 1,593,202
    tree-sitter-fortran | downloads: 1,587,935
    tree-sitter-haskell | downloads: 92,084

_brotli:
    brotli | downloads: 92,395,897
    brotlipy | downloads: 1,744,022

_cvxcore:
    cvxpy | downloads: 5,310,742
    cvxpy-base | downloads: 189,531

_pydev_bundle:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

_pydev_runfiles:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

_pydevd_bundle:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

_pydevd_frame_eval:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

_pysha3:
    safe-pysha3 | downloads: 350,470
    pysha3 | downloads: 142,008

_quickjs:
    quickjs | downloads: 977,295
    quickjs-ng | downloads: 136,830

agent_framework:
    agent-framework-core | downloads: 2,369,618
    agent-framework-lab | downloads: 274,390

ai_api_client_sdk:
    sap-ai-sdk-base | downloads: 199,525
    ai-api-client-sdk | downloads: 181,323

ai_core_sdk:
    sap-ai-sdk-core | downloads: 200,864
    ai-core-sdk | downloads: 179,836

ai_edge_litert:
    ai-edge-litert | downloads: 960,646
    ai-edge-litert-nightly | downloads: 50,076

aioboto3-stubs:
    types-aioboto3 | downloads: 6,048,527
    types-aioboto3-lite | downloads: 73,411

aiobotocore-stubs:
    types-aiobotocore | downloads: 9,652,164
    types-aiobotocore-lite | downloads: 182,780

airbyte_protocol:
    airbyte-protocol-models-pdv2 | downloads: 287,654
    airbyte-protocol-models | downloads: 82,035

airflow:
    apache-airflow-providers-common-sql | downloads: 47,043,666
    apache-airflow-providers-fab | downloads: 25,769,571
    apache-airflow-providers-http | downloads: 23,764,795
    apache-airflow-providers-snowflake | downloads: 21,919,682
    apache-airflow-providers-databricks | downloads: 20,963,225
    apache-airflow-providers-google | downloads: 20,855,796
    apache-airflow-providers-common-compat | downloads: 20,227,967
    apache-airflow-providers-ssh | downloads: 15,964,070
    apache-airflow-providers-imap | downloads: 15,631,088
    apache-airflow-providers-mysql | downloads: 15,536,799
    apache-airflow-providers-ftp | downloads: 15,361,435
    apache-airflow-providers-sqlite | downloads: 14,646,635
    apache-airflow-providers-smtp | downloads: 13,272,464
    apache-airflow-providers-cncf-kubernetes | downloads: 12,327,656
    apache-airflow-providers-slack | downloads: 10,143,504
    apache-airflow-providers-amazon | downloads: 9,635,877
    apache-airflow-providers-common-io | downloads: 9,541,413
    apache-airflow-core | downloads: 9,235,372
    apache-airflow-task-sdk | downloads: 7,490,710
    apache-airflow-providers-standard | downloads: 6,208,280
    apache-airflow-providers-microsoft-fabric | downloads: 6,051,776
    apache-airflow-providers-microsoft-mssql | downloads: 4,030,790
    apache-airflow-providers-sftp | downloads: 3,974,926
    apache-airflow-providers-postgres | downloads: 2,308,544
    apache-airflow-providers-airbyte | downloads: 2,307,491
    apache-airflow-providers-openlineage | downloads: 2,107,937
    apache-airflow-providers-microsoft-azure | downloads: 2,027,444
    apache-airflow-providers-apache-kafka | downloads: 1,940,343
    apache-airflow-providers-celery | downloads: 1,879,851
    apache-airflow-providers-apache-impala | downloads: 1,878,096
    apache-airflow-providers-odbc | downloads: 1,822,010
    apache-airflow-providers-oracle | downloads: 1,718,162
    apache-airflow-providers-jdbc | downloads: 1,640,920
    apache-airflow-providers-mongo | downloads: 1,504,722
    apache-airflow-providers-docker | downloads: 1,484,423
    apache-airflow-providers-dbt-cloud | downloads: 1,427,991
    apache-airflow-providers-datadog | downloads: 1,366,368
    apache-airflow-providers-apache-iceberg | downloads: 1,310,548
    apache-airflow-providers-redis | downloads: 1,170,673
    apache-airflow-providers-apache-spark | downloads: 1,125,472
    apache-airflow-providers-pagerduty | downloads: 1,058,538
    apache-airflow-providers-tableau | downloads: 981,627
    apache-airflow-providers-atlassian-jira | downloads: 975,903
    apache-airflow-providers-opsgenie | downloads: 887,849
    apache-airflow-providers-salesforce | downloads: 877,076
    apache-airflow-providers-papermill | downloads: 703,003
    apache-airflow-providers-trino | downloads: 677,649
    apache-airflow-providers-elasticsearch | downloads: 628,813
    apache-airflow-providers-hashicorp | downloads: 576,893
    apache-airflow-providers-apache-livy | downloads: 570,488
    apache-airflow-providers-opensearch | downloads: 548,284
    apache-airflow-providers-teradata | downloads: 516,463
    apache-airflow-providers-sendgrid | downloads: 477,505
    apache-airflow-providers-grpc | downloads: 426,853
    apache-airflow-providers-github | downloads: 421,416
    apache-airflow-providers-samba | downloads: 407,306
    apache-airflow-providers-keycloak | downloads: 368,569
    apache-airflow-providers-apache-hive | downloads: 365,312
    apache-airflow-providers-apache-tinkerpop | downloads: 362,073
    apache-airflow-providers-openai | downloads: 355,991
    apache-airflow-providers-neo4j | downloads: 337,864
    apache-airflow-providers-common-ai | downloads: 322,970
    apache-airflow-providers-alibaba | downloads: 321,253
    apache-airflow-providers-microsoft-winrm | downloads: 306,518
    apache-airflow-providers-git | downloads: 301,462
    apache-airflow-providers-apache-flink | downloads: 300,384
    apache-airflow-providers-apache-beam | downloads: 287,632
    apache-airflow-providers-exasol | downloads: 284,155
    apache-airflow-providers-common-messaging | downloads: 272,522
    apache-airflow-providers-apache-druid | downloads: 253,149
    apache-airflow-providers-jenkins | downloads: 238,430
    apache-airflow-providers-weaviate | downloads: 235,289
    apache-airflow-providers-edge3 | downloads: 230,845
    apache-airflow-providers-asana | downloads: 220,438
    apache-airflow-providers-presto | downloads: 212,857
    apache-airflow-providers-telegram | downloads: 204,719
    apache-airflow-providers-vertica | downloads: 197,164
    apache-airflow-providers-apache-hdfs | downloads: 183,643
    apache-airflow-providers-cloudant | downloads: 181,907
    apache-airflow-providers-facebook | downloads: 179,738
    apache-airflow-providers-pgvector | downloads: 179,576
    apache-airflow-providers-apache-cassandra | downloads: 173,427
    apache-airflow-providers-segment | downloads: 171,055
    apache-airflow-providers-qdrant | downloads: 169,376
    apache-airflow-providers-informatica | downloads: 161,240
    apache-airflow-providers-apprise | downloads: 158,740
    apache-airflow-providers-dingding | downloads: 156,071
    apache-airflow-providers-cohere | downloads: 155,905
    apache-airflow-providers-microsoft-psrp | downloads: 155,619
    apache-airflow-providers-apache-pinot | downloads: 152,906
    apache-airflow-providers-apache-pig | downloads: 152,030
    apache-airflow-providers-zendesk | downloads: 151,209
    apache-airflow-providers-arangodb | downloads: 148,588
    apache-airflow-providers-apache-drill | downloads: 142,946
    apache-airflow-providers-openfaas | downloads: 142,383
    apache-airflow-providers-apache-kylin | downloads: 141,377
    apache-airflow-providers-singularity | downloads: 140,867
    apache-airflow-providers-jira | downloads: 133,188
    apache-airflow-providers-akeyless | downloads: 126,434
    apache-airflow-providers-influxdb | downloads: 111,099
    apache-airflow-providers-yandex | downloads: 107,917
    apache-airflow-providers-pinecone | downloads: 100,243
    apache-airflow-providers-discord | downloads: 95,006
    apache-airflow-providers-ydb | downloads: 93,072
    apache-airflow-providers-vespa | downloads: 86,547

aliyun:
    aliyun-semantic-conventions | downloads: 21,888,807
    aliyun-trace | downloads: 21,888,756
    aliyun-log-python-sdk | downloads: 385,333

aliyunsdkcore:
    aliyun-python-sdk-core | downloads: 6,242,358
    aliyun-python-sdk-core-v3 | downloads: 366,101

amazon:
    amazon-ion | downloads: 21,283,362
    aws-opentelemetry-distro | downloads: 3,249,760

analytics:
    analytics-python | downloads: 1,676,821
    teradataml | downloads: 468,167

ansys:
    ansys-tools-common | downloads: 275,236
    ansys-api-platform-instancemanagement | downloads: 184,779
    ansys-platform-instancemanagement | downloads: 176,295
    ansys-edb-core | downloads: 103,492
    ansys-api-edb | downloads: 93,689
    ansys-tools-visualization-interface | downloads: 90,562
    ansys-units | downloads: 86,632
    ansys-api-tools-filetransfer | downloads: 82,018
    ansys-tools-filetransfer | downloads: 81,461
    ansys-api-fluent | downloads: 80,838
    pyaedt | downloads: 60,773
    ansys-dpf-core | downloads: 40,188

applitools:
    eyes-common | downloads: 547,921
    eyes-selenium | downloads: 537,200
    core-universal | downloads: 511,872

aqt:
    aqtinstall | downloads: 532,012
    aqtp | downloads: 439,431

arro3:
    arro3-core | downloads: 11,949,667
    arro3-io | downloads: 143,040
    arro3-compute | downloads: 57,564

aspose:
    aspose-words | downloads: 297,443
    aspose-slides | downloads: 185,316
    aspose-cells-python | downloads: 70,592

aspy:
    aspy-yaml | downloads: 161,841
    aspy-refactor-imports | downloads: 119,303

async_timeout:
    async-timeout | downloads: 168,019,066
    ray | downloads: 63,016,856

attr:
    attrs | downloads: 914,833,695
    pex | downloads: 6,067,533
    scancode-toolkit | downloads: 113,923

attrs:
    pex | downloads: 6,067,533
    scancode-toolkit | downloads: 113,923

autogluon:
    autogluon-tabular | downloads: 772,651
    autogluon-core | downloads: 762,582
    autogluon-features | downloads: 728,877
    autogluon-timeseries | downloads: 370,322
    autogluon-common | downloads: 306,969
    autogluon-multimodal | downloads: 263,078

aws_cdk:
    aws-cdk-asset-awscli-v1 | downloads: 10,586,854
    aws-cdk-lib | downloads: 7,230,181
    aws-cdk-cloud-assembly-schema | downloads: 6,400,345
    aws-cdk-asset-node-proxy-agent-v6 | downloads: 6,230,361
    aws-cdk-aws-lambda-python-alpha | downloads: 1,515,884
    aws-cdk-aws-glue-alpha | downloads: 1,502,600
    aws-cdk-asset-kubectl-v20 | downloads: 1,240,352
    aws-cdk-asset-node-proxy-agent-v5 | downloads: 428,445
    aws-cdk-aws-s3tables-alpha | downloads: 416,343
    aws-cdk-aws-codestar-alpha | downloads: 414,703
    aws-cdk-aws-iot-actions-alpha | downloads: 414,582
    aws-cdk-aws-iot-alpha | downloads: 409,447
    aws-cdk-aws-iam | downloads: 199,757
    aws-cdk-core | downloads: 195,940
    aws-cdk-aws-ec2 | downloads: 195,434
    aws-cdk-aws-amplify-alpha | downloads: 183,047
    aws-cdk-aws-s3 | downloads: 180,731
    aws-cdk-aws-cloudwatch | downloads: 179,727
    aws-cdk-aws-logs | downloads: 179,433
    aws-cdk-cx-api | downloads: 178,713
    aws-cdk-region-info | downloads: 177,793
    aws-cdk-aws-kms | downloads: 176,056
    aws-cdk-aws-s3-assets | downloads: 175,569
    aws-cdk-aws-applicationautoscaling | downloads: 172,357
    aws-cdk-aws-events | downloads: 169,729
    aws-cdk-aws-route53 | downloads: 166,162
    aws-cdk-aws-ecr | downloads: 164,066
    aws-cdk-aws-ecr-assets | downloads: 163,227
    aws-cdk-aws-lambda | downloads: 163,191
    aws-cdk-assets | downloads: 162,495
    aws-cdk-aws-ssm | downloads: 162,053
    aws-cdk-aws-sqs | downloads: 158,968
    aws-cdk-aws-certificatemanager | downloads: 158,728
    aws-cdk-aws-efs | downloads: 157,195
    aws-cdk-integ-tests-alpha | downloads: 155,508
    aws-cdk-aws-codeguruprofiler | downloads: 155,168
    aws-cdk-aws-sns | downloads: 153,314
    aws-cdk-aws-autoscaling-common | downloads: 153,074
    aws-cdk-aws-cloudfront | downloads: 152,887
    aws-cdk-aws-apigateway | downloads: 151,824
    aws-cdk-aws-cloudformation | downloads: 151,003
    aws-cdk-custom-resources | downloads: 149,796
    aws-cdk-aws-signer | downloads: 148,296
    aws-cdk-aws-elasticloadbalancingv2 | downloads: 147,897
    aws-cdk-aws-codestarnotifications | downloads: 146,730
    aws-cdk-aws-autoscaling | downloads: 146,467
    aws-cdk-aws-elasticloadbalancing | downloads: 144,500
    aws-cdk-aws-route53-targets | downloads: 144,393
    aws-cdk-aws-cognito | downloads: 143,218
    aws-cdk-aws-secretsmanager | downloads: 142,601
    aws-cdk-aws-codebuild | downloads: 140,910
    aws-cdk-aws-location-alpha | downloads: 140,592
    aws-cdk-aws-dynamodb | downloads: 140,578
    aws-cdk-aws-kinesisanalytics-flink-alpha | downloads: 140,434
    aws-cdk-aws-codecommit | downloads: 140,394
    aws-cdk-aws-sns-subscriptions | downloads: 139,894
    aws-cdk-aws-ecs | downloads: 139,197
    aws-cdk-aws-servicediscovery | downloads: 138,090
    aws-cdk-aws-autoscaling-hooktargets | downloads: 137,329
    aws-cdk-aws-sam | downloads: 137,120
    aws-cdk-aws-stepfunctions | downloads: 134,989
    aws-cdk-aws-kinesis | downloads: 133,507
    aws-cdk-aws-acmpca | downloads: 133,199
    aws-cdk-aws-redshift-alpha | downloads: 132,024
    aws-cdk-aws-globalaccelerator | downloads: 129,634
    aws-cdk-aws-kinesisfirehose-destinations-alpha | downloads: 122,722
    aws-cdk-aws-s3-deployment | downloads: 118,185
    aws-cdk-aws-kinesisfirehose-alpha | downloads: 117,260
    aws-cdk-aws-batch | downloads: 104,816
    aws-cdk-aws-neptune-alpha | downloads: 104,293
    aws-cdk-aws-imagebuilder | downloads: 97,034
    aws-cdk-aws-fsx | downloads: 96,123
    aws-cdk-aws-batch-alpha | downloads: 74,821
    aws-cdk-lambda-layer-kubectl-v35 | downloads: 74,762
    aws-cdk-aws-apprunner-alpha | downloads: 65,538
    aws-cdk-aws-bedrock-alpha | downloads: 53,913
    aws-cdk-aws-apigatewayv2-integrations-alpha | downloads: 42,508
    aws-cdk-aws-bedrock-agentcore-alpha | downloads: 34,356

awsglue:
    awsglue-dev | downloads: 1,326,349
    awsglue3-local | downloads: 195,473

awslabs:
    awslabs-aws-documentation-mcp-server | downloads: 900,291
    awslabs-aws-api-mcp-server | downloads: 518,482
    awslabs-billing-cost-management-mcp-server | downloads: 324,400
    awslabs-cloudwatch-mcp-server | downloads: 272,843
    awslabs-aws-pricing-mcp-server | downloads: 200,669
    awslabs-eks-mcp-server | downloads: 116,125
    awslabs-bedrock-kb-retrieval-mcp-server | downloads: 110,692
    awslabs-redshift-mcp-server | downloads: 99,974

azure:
    azure-core | downloads: 229,099,616
    azure-identity | downloads: 228,626,528
    azure-storage-blob | downloads: 135,721,231
    azure-common | downloads: 61,950,122
    azure-keyvault-secrets | downloads: 58,800,406
    azure-monitor-opentelemetry-exporter | downloads: 48,283,295
    azure-mgmt-core | downloads: 37,426,119
    azure-storage-queue | downloads: 35,866,204
    azure-storage-file-datalake | downloads: 35,189,033
    azure-batch | downloads: 26,404,854
    azure-keyvault-keys | downloads: 25,676,218
    azure-cosmos | downloads: 25,552,078
    azure-datalake-store | downloads: 22,489,056
    azure-servicebus | downloads: 22,412,607
    azure-mgmt-resource | downloads: 21,641,735
    azure-monitor-opentelemetry | downloads: 20,863,503
    azure-kusto-data | downloads: 19,369,758
    azure-storage-file-share | downloads: 18,397,143
    azure-mgmt-storage | downloads: 16,596,704
    azure-mgmt-compute | downloads: 16,596,483
    azure-core-tracing-opentelemetry | downloads: 15,763,650
    azure-data-tables | downloads: 14,243,969
    azure-eventhub | downloads: 13,864,327
    azure-mgmt-containerregistry | downloads: 13,482,634
    azure-mgmt-cosmosdb | downloads: 13,469,108
    azure-keyvault-certificates | downloads: 13,429,643
    azure-mgmt-datafactory | downloads: 12,617,969
    azure-ai-projects | downloads: 12,413,050
    azure-mgmt-containerinstance | downloads: 12,034,973
    azure-mgmt-datalake-store | downloads: 11,143,920
    azure-storage-common | downloads: 10,898,468
    azure-nspkg | downloads: 10,717,578
    azure-mgmt-containerservice | downloads: 10,422,753
    azure-monitor-query | downloads: 10,416,063
    azure-synapse-artifacts | downloads: 10,152,412
    azure-ai-documentintelligence | downloads: 10,094,770
    azure-kusto-ingest | downloads: 9,784,203
    azure-synapse-spark | downloads: 9,694,139
    azure-mgmt-authorization | downloads: 9,438,720
    azure-mgmt-keyvault | downloads: 9,260,168
    azure-appconfiguration | downloads: 8,848,377
    azure-mgmt-monitor | downloads: 8,560,063
    azure-mgmt-redis | downloads: 8,248,414
    azure-mgmt-web | downloads: 7,992,939
    azure-mgmt-sql | downloads: 7,885,569
    azure-mgmt-cognitiveservices | downloads: 7,856,170
    azure-mgmt-msi | downloads: 7,735,917
    azure-mgmt-nspkg | downloads: 7,649,515
    azure-mgmt-rdbms | downloads: 7,534,408
    azure-mgmt-loganalytics | downloads: 7,513,686
    azure-mgmt-servicebus | downloads: 7,509,464
    azure-mgmt-datalake-nspkg | downloads: 7,507,018
    azure-ai-agents | downloads: 7,460,086
    azure-mgmt-eventhub | downloads: 7,411,803
    azure-mgmt-applicationinsights | downloads: 7,379,175
    azure-mgmt-recoveryservices | downloads: 7,284,780
    azure-mgmt-recoveryservicesbackup | downloads: 7,233,593
    azure-mgmt-cdn | downloads: 7,157,716
    azure-mgmt-managementgroups | downloads: 7,136,251
    azure-mgmt-search | downloads: 7,103,930
    azure-mgmt-batch | downloads: 7,092,605
    azure-mgmt-eventgrid | downloads: 7,041,687
    azure-mgmt-iothub | downloads: 6,975,324
    azure-mgmt-trafficmanager | downloads: 6,915,565
    azure-mgmt-marketplaceordering | downloads: 6,878,249
    azure-mgmt-advisor | downloads: 6,820,920
    azure-mgmt-policyinsights | downloads: 6,736,522
    azure-mgmt-network | downloads: 6,707,427
    azure-mgmt-servicefabric | downloads: 6,705,769
    azure-mgmt-signalr | downloads: 6,703,656
    azure-mgmt-billing | downloads: 6,637,205
    azure-mgmt-media | downloads: 6,621,813
    azure-mgmt-maps | downloads: 6,619,795
    azure-mgmt-iothubprovisioningservices | downloads: 6,616,526
    azure-mgmt-datamigration | downloads: 6,614,522
    azure-mgmt-iotcentral | downloads: 6,607,734
    azure-mgmt-batchai | downloads: 6,604,993
    azure-cli-core | downloads: 6,480,244
    azure-search-documents | downloads: 6,464,068
    azure-cli | downloads: 6,405,341
    azure-functions | downloads: 5,953,541
    azure-mgmt-privatedns | downloads: 5,714,985
    azure-eventgrid | downloads: 5,695,427
    azure-mgmt-apimanagement | downloads: 5,597,926
    azure-mgmt-appcontainers | downloads: 5,592,567
    azure-ai-inference | downloads: 5,519,020
    azure-mgmt-security | downloads: 5,417,673
    azure-mgmt-hdinsight | downloads: 5,380,484
    azure-mgmt-appconfiguration | downloads: 5,325,375
    azure-mgmt-postgresqlflexibleservers | downloads: 5,323,811
    azure-mgmt-synapse | downloads: 5,307,192
    azure-cli-telemetry | downloads: 5,273,916
    azure-mgmt-redhatopenshift | downloads: 5,163,484
    azure-keyvault-administration | downloads: 5,149,564
    azure-mgmt-netapp | downloads: 5,093,558
    azure-mgmt-mysqlflexibleservers | downloads: 5,069,582
    azure-mgmt-servicefabricmanagedclusters | downloads: 5,062,891
    azure-synapse-accesscontrol | downloads: 5,032,107
    azure-mgmt-sqlvirtualmachine | downloads: 5,027,416
    azure-mgmt-imagebuilder | downloads: 5,024,609
    azure-mgmt-botservice | downloads: 5,008,126
    azure-mgmt-servicelinker | downloads: 4,998,558
    azure-synapse-managedprivateendpoints | downloads: 4,987,353
    azure-mgmt-extendedlocation | downloads: 4,978,046
    azure-devops | downloads: 4,874,673
    azure-graphrbac | downloads: 4,827,079
    azure-keyvault-securitydomain | downloads: 4,618,389
    azure-mgmt-resource-deploymentstacks | downloads: 4,600,456
    azure-mgmt-resource-deployments | downloads: 4,577,106
    azure-mgmt-resource-templatespecs | downloads: 4,474,388
    azure-mgmt-resource-deploymentscripts | downloads: 4,473,716
    azure-mgmt-containerregistrytasks | downloads: 3,991,066
    azure-ai-ml | downloads: 3,884,295
    azure-communication-email | downloads: 3,773,821
    azure-mgmt-domainregistration | downloads: 3,695,521
    azure-mgmt-subscription | downloads: 3,271,409
    azure-mgmt-reservations | downloads: 3,151,021
    azure-mgmt-dns | downloads: 3,097,110
    azure-monitor-ingestion | downloads: 2,793,839
    azure-mgmt-resourcegraph | downloads: 2,754,074
    azure-cosmosdb-table | downloads: 2,687,419
    azure-cosmosdb-nspkg | downloads: 2,669,605
    azure-storage-file | downloads: 2,623,585
    azure-cognitiveservices-speech | downloads: 2,477,821
    azure-mgmt-devtestlabs | downloads: 2,224,627
    azure-mgmt-datalake-analytics | downloads: 2,084,549
    azure-mgmt-logic | downloads: 1,930,424
    azure-ai-formrecognizer | downloads: 1,840,699
    azure-mgmt-consumption | downloads: 1,832,586
    azure-mgmt-notificationhubs | downloads: 1,808,964
    azure-loganalytics | downloads: 1,791,798
    azure-servicefabric | downloads: 1,775,710
    azure-mgmt-relay | downloads: 1,699,933
    azure-containerregistry | downloads: 1,629,808
    azure-mgmt-commerce | downloads: 1,623,297
    azure-mgmt-scheduler | downloads: 1,617,037
    azure-mgmt-powerbiembedded | downloads: 1,612,626
    azure-mgmt-hanaonazure | downloads: 1,610,927
    azure-mgmt-managementpartner | downloads: 1,610,788
    azure-mgmt-machinelearningcompute | downloads: 1,610,728
    azure-mgmt-devspaces | downloads: 1,606,366
    azure-servicemanagement-legacy | downloads: 1,597,331
    azure-applicationinsights | downloads: 1,587,538
    azure-multiapi-storage | downloads: 1,310,623
    azure-schemaregistry | downloads: 1,275,771
    azure-mgmt-redisenterprise | downloads: 1,157,436
    azure-ai-contentunderstanding | downloads: 1,130,198
    azure-ai-contentsafety | downloads: 984,665
    azure-functions-durable | downloads: 922,967
    azure-storage-nspkg | downloads: 851,200
    azure-ai-agentserver-core | downloads: 825,688
    azure-appconfiguration-provider | downloads: 764,746
    azure-schemaregistry-avroserializer | downloads: 735,375
    azure-mgmt-costmanagement | downloads: 728,672
    azure-mgmt-databoxedge | downloads: 716,334
    azure-eventhub-checkpointstoreblob-aio | downloads: 713,561
    azure-ai-textanalytics | downloads: 710,977
    azure-ai-agentserver-invocations | downloads: 628,868
    azure-mgmt-databricks | downloads: 616,175
    azure-mgmt-hybridcompute | downloads: 558,341
    azure-mgmt-kusto | downloads: 487,187
    azure-messaging-webpubsubservice | downloads: 449,698
    azure-iot-device | downloads: 437,575
    azure-ai-agentserver-responses | downloads: 434,839
    azure-iot-hub | downloads: 397,085
    azure-eventhub-checkpointstoreblob | downloads: 394,929
    azure-ai-translation-document | downloads: 380,818
    azure-mgmt-automation | downloads: 371,818
    azure-communication-sms | downloads: 364,521
    azure-ai-vision-imageanalysis | downloads: 363,254
    azure-mgmt-managedservices | downloads: 353,979
    azure-communication-identity | downloads: 325,950
    azure-ai-translation-text | downloads: 320,507
    azure-cognitiveservices-vision-computervision | downloads: 313,646
    azure-ai-evaluation | downloads: 310,592
    azure-monitor-events-extension | downloads: 249,920
    azure-mgmt-resourcehealth | downloads: 236,750
    azure-mgmt-securityinsight | downloads: 223,958
    azure-mgmt-resource-subscriptions | downloads: 220,756
    azure-communication-callautomation | downloads: 207,779
    azure-mgmt-dataprotection | downloads: 204,454
    azure-mgmt-frontdoor | downloads: 183,529
    azure-communication-phonenumbers | downloads: 165,992
    azure-maps-search | downloads: 160,844
    azure-mgmt-quota | downloads: 155,764
    azure-cli-acr | downloads: 148,895
    azure-cli-appservice | downloads: 145,274
    azure-mgmt-streamanalytics | downloads: 142,159
    azure-identity-broker | downloads: 140,959
    azure-mgmt-machinelearningservices | downloads: 133,778
    azure-search | downloads: 129,063
    azure-communication-chat | downloads: 125,713
    azure-communication-rooms | downloads: 119,892
    azure-cli-sql | downloads: 110,922
    azure-ai-language-conversations | downloads: 106,176
    azure-ai-agentserver-agentframework | downloads: 102,497
    azure-mgmt-desktopvirtualization | downloads: 100,293
    azure-monitor-querymetrics | downloads: 83,850
    azure-mgmt-appplatform | downloads: 82,283
    azure-ai-language-questionanswering | downloads: 71,750
    azure-cognitiveservices-knowledge-qnamaker | downloads: 68,360
    azure-mgmt-kubernetesconfiguration | downloads: 65,333
    azure-cli-nspkg | downloads: 62,569
    azure-cognitiveservices-vision-customvision | downloads: 61,423

azureml:
    azureml-mlflow | downloads: 2,572,357
    azureml-core | downloads: 1,494,368
    azureml-featurestore | downloads: 1,095,358
    azureml-dataprep-rslex | downloads: 412,997
    azureml-dataprep-native | downloads: 400,264
    azureml-telemetry | downloads: 320,396
    azureml-train-core | downloads: 303,384
    azureml-pipeline-core | downloads: 291,432
    azureml-train-restclients-hyperdrive | downloads: 242,578
    azureml-pipeline-steps | downloads: 227,408
    azureml-train-automl-client | downloads: 169,767
    azureml-automl-core | downloads: 169,371
    azureml-fsspec | downloads: 162,306
    azureml-contrib-services | downloads: 65,473
    azureml-ai-monitoring | downloads: 56,517

backports:
    setuptools | downloads: 1,528,671,687
    backports-zstd | downloads: 76,672,494
    backports-tarfile | downloads: 71,108,501
    backports-asyncio-runner | downloads: 23,966,219
    configparser | downloads: 11,347,734
    backports-strenum | downloads: 7,651,374
    backports-zoneinfo | downloads: 6,279,102
    backports-datetime-fromisoformat | downloads: 1,945,020
    backports-functools-lru-cache | downloads: 1,619,076
    backports-weakref | downloads: 1,090,268
    backports-tempfile | downloads: 1,079,646
    backports-entry-points-selectable | downloads: 556,838
    backports-ssl-match-hostname | downloads: 539,280
    backports-cached-property | downloads: 477,551
    backports-shutil-get-terminal-size | downloads: 402,132
    busypie | downloads: 224,147
    backports-csv | downloads: 144,122
    backports-ssl | downloads: 99,127

base:
    cvxopt | downloads: 1,210,334
    owlready2 | downloads: 93,204

bench:
    aioesphomeapi | downloads: 733,281
    frappe-bench | downloads: 656,793

benchmark:
    lime | downloads: 415,227
    jsonslicer | downloads: 298,942
    rectangle-packer | downloads: 186,443
    fastdigest | downloads: 99,816
    gpflow | downloads: 70,699

benchmarks:
    pipenv | downloads: 25,768,760
    pysbd | downloads: 5,878,989
    pyodps | downloads: 5,362,239
    torchrl | downloads: 1,240,022
    pynvvideocodec | downloads: 952,565
    enlighten | downloads: 888,952
    fairscale | downloads: 510,176
    xdsl | downloads: 494,942
    async-substrate-interface | downloads: 272,894
    scikit-learn-extra | downloads: 248,344
    cchecksum | downloads: 244,214
    arcticdb | downloads: 224,158
    cyscale | downloads: 196,688
    opacus | downloads: 167,038
    pgi | downloads: 90,342

bin:
    pyodps | downloads: 5,362,239
    rouge | downloads: 890,348
    awsebcli | downloads: 351,515
    pygwalker | downloads: 269,312
    tosa-tools | downloads: 205,559
    theano-pymc | downloads: 181,262
    rouge-metric | downloads: 143,307
    lcm | downloads: 125,250
    theano | downloads: 100,529
    rouge-chinese | downloads: 81,423

binance:
    python-binance | downloads: 618,743
    binance-connector | downloads: 170,933
    binance-futures-connector | downloads: 70,088

botbuilder:
    botbuilder-schema | downloads: 1,269,578
    botbuilder-core | downloads: 1,202,945
    botbuilder-integration-aiohttp | downloads: 498,509

botframework:
    botframework-connector | downloads: 1,270,662
    botframework-streaming | downloads: 1,206,314

boto3-stubs:
    types-boto3 | downloads: 9,934,108
    boto3-stubs-lite | downloads: 618,505

boto3_type_annotations:
    boto3-type-annotations | downloads: 2,288,404
    boto3-type-annotations-with-docs | downloads: 119,160

box_sdk_gen:
    boxsdk | downloads: 4,526,711
    box-sdk-gen | downloads: 1,101,953

braket:
    amazon-braket-default-simulator | downloads: 149,520
    amazon-braket-sdk | downloads: 121,196
    amazon-braket-schemas | downloads: 107,048

buf:
    authzed | downloads: 955,950
    sap-cloud-sdk | downloads: 658,855
    cerbos | downloads: 230,930
    flyteidl2 | downloads: 209,143
    corvic-engine | downloads: 31,504

build:
    types-awscrt | downloads: 55,229,550
    pyodps | downloads: 5,362,239
    palettable | downloads: 2,626,453
    torchrl | downloads: 1,240,022
    botorch | downloads: 911,729
    clevercsv | downloads: 423,013
    ada-url | downloads: 416,101
    pyiqa | downloads: 397,996
    mlx-whisper | downloads: 369,833
    crosshair-tool | downloads: 368,105
    proces | downloads: 281,428
    sslpsk-pmd3 | downloads: 274,196
    biom-format | downloads: 119,374
    python-irodsclient | downloads: 110,678
    django-more-admin-filters | downloads: 101,324
    ncls | downloads: 85,729
    torch-directml | downloads: 84,428
    qrdet | downloads: 79,902
    imagededup | downloads: 71,201

build_backend:
    flashinfer-python | downloads: 4,960,415
    torch-c-dlpack-ext | downloads: 4,848,024

build_tools:
    scikit-base | downloads: 2,434,560
    sktime | downloads: 1,107,904
    pykalman | downloads: 243,723
    skpro | downloads: 168,657
    plugp100 | downloads: 123,647

bumpversion:
    bump2version | downloads: 1,905,030
    bump-my-version | downloads: 1,014,571

cassandra:
    cassandra-driver | downloads: 8,184,241
    scylla-driver | downloads: 807,357

cel:
    xds-protos | downloads: 611,224
    common-expression-language | downloads: 120,275

chip:
    home-assistant-chip-clusters | downloads: 141,414
    home-assistant-chip-core | downloads: 97,052

chtoolset:
    clickhouse-toolset | downloads: 184,249
    tinybird-toolset | downloads: 144,860

ci:
    edgegrid-python | downloads: 829,304
    dask-cuda | downloads: 263,836
    biom-format | downloads: 119,374
    xarray-datatree | downloads: 68,237

cid:
    py-cid | downloads: 166,610
    django-cid | downloads: 103,979

class_registry:
    phx-class-registry | downloads: 151,335
    class-registry | downloads: 42,540

cli:
    python-hcl2 | downloads: 6,478,997
    hermes-agent | downloads: 534,932
    nutter | downloads: 418,428
    mcpforunityserver | downloads: 265,705
    dynamo-json | downloads: 102,531
    vllm-sr | downloads: 18,233

clip:
    openai-clip | downloads: 345,405
    clip-anytorch | downloads: 112,542
    rf-clip | downloads: 39,005

cloudshell:
    cloudshell-shell-core | downloads: 100,063
    cloudshell-core | downloads: 99,195

clr:
    pythonnet | downloads: 3,373,046
    quantconnect-stubs | downloads: 49,512

codex_plugin_scanner:
    hol-guard | downloads: 63,816
    plugin-scanner | downloads: 33,591

colors:
    ansicolors | downloads: 12,971,950
    pex | downloads: 6,067,533

com:
    spark-nlp | downloads: 1,114,155
    pyspark-hnsw | downloads: 676,198
    vmware-vcenter | downloads: 153,530
    vmware-vapi-common-client | downloads: 152,913

common:
    teradataml | downloads: 468,167
    nutter | downloads: 418,428

confluent_kafka-stubs:
    types-confluent-kafka | downloads: 1,681,400
    confluent-kafka-stubs | downloads: 1,114,589

conftest:
    pandas-datareader | downloads: 1,370,871
    ploomber-core | downloads: 155,438

consul/__init__:
    python-consul | downloads: 1,899,062
    py-consul | downloads: 1,207,957
    python-consul2 | downloads: 105,870

consul/aio:
    python-consul | downloads: 1,899,062
    py-consul | downloads: 1,207,957
    python-consul2 | downloads: 105,870

consul/base:
    python-consul | downloads: 1,899,062
    py-consul | downloads: 1,207,957
    python-consul2 | downloads: 105,870

consul/std:
    python-consul | downloads: 1,899,062
    py-consul | downloads: 1,207,957
    python-consul2 | downloads: 105,870

consul/tornado:
    python-consul | downloads: 1,899,062
    python-consul2 | downloads: 105,870

consul/twisted:
    python-consul | downloads: 1,899,062
    python-consul2 | downloads: 105,870

copier_templates_extensions:
    copier-template-extensions | downloads: 170,281
    copier-templates-extensions | downloads: 124,094

core:
    mcpforunityserver | downloads: 265,705
    workspace-mcp | downloads: 250,263
    dbl-sat-sdk | downloads: 78,362

cpp:
    saxonche | downloads: 1,118,432
    fastnumbers | downloads: 212,089
    cppclean | downloads: 107,755

cuda:
    cuda-pathfinder | downloads: 51,333,275
    cuda-bindings | downloads: 50,024,790
    cuda-core | downloads: 5,894,159
    cuda-tile | downloads: 3,608,182

cupy:
    cupy-cuda12x | downloads: 3,033,119
    cupy-cuda13x | downloads: 604,372
    cupy-cuda11x | downloads: 47,046

cupy_backends:
    cupy-cuda12x | downloads: 3,033,119
    cupy-cuda13x | downloads: 604,372
    cupy-cuda11x | downloads: 47,046

cupyx:
    cupy-cuda12x | downloads: 3,033,119
    cupy-cuda13x | downloads: 604,372
    cupy-cuda11x | downloads: 47,046

cuquantum:
    cutensornet-cu13 | downloads: 77,785
    cudensitymat-cu13 | downloads: 77,531

cv2:
    opencv-python | downloads: 56,320,811
    opencv-python-headless | downloads: 48,570,353
    opencv-contrib-python | downloads: 9,663,478
    opencv-contrib-python-headless | downloads: 2,895,915

dashboard:
    prowler | downloads: 202,268
    clawmetry | downloads: 51,853

data:
    open-webui | downloads: 926,196
    teradataml | downloads: 468,167

data_designer:
    data-designer | downloads: 365,820
    data-designer-config | downloads: 362,264
    data-designer-engine | downloads: 361,997

databricks:
    databricks-sdk | downloads: 133,069,461
    databricks-sql-connector | downloads: 105,087,817
    databricks-sqlalchemy | downloads: 35,329,234
    databricks-labs-blueprint | downloads: 20,956,745
    databricks-connect | downloads: 11,892,750
    databricks-agents | downloads: 7,638,297
    databricks-labs-dqx | downloads: 7,271,328
    databricks-labs-lsql | downloads: 5,115,482
    databricks-feature-engineering | downloads: 3,428,441
    databricks-vectorsearch | downloads: 3,417,951
    databricks-ai-search | downloads: 2,421,192
    databricks-labs-remorph | downloads: 1,562,112
    databricks-bundles | downloads: 1,057,115
    koalas | downloads: 1,000,236
    databricks-automl-runtime | downloads: 83,508

dataclasses_json:
    dataclasses-json | downloads: 64,785,622
    dataclasses-json-speakeasy | downloads: 861,946

dawg_python:
    dawg2-python | downloads: 411,051
    dawg-python | downloads: 210,773

dbt:
    dbt-adapters | downloads: 117,366,778
    dbt-core | downloads: 104,208,820
    dbt-snowflake | downloads: 9,894,472
    dbt-databricks | downloads: 8,866,347
    dbt-postgres | downloads: 6,806,463
    dbt-spark | downloads: 6,432,897
    dbt-bigquery | downloads: 5,766,814
    dbt-redshift | downloads: 3,790,027
    dbt-clickhouse | downloads: 2,601,110
    dbt-exasol | downloads: 2,395,036
    dbt-fabric | downloads: 2,073,267
    dbt-duckdb | downloads: 1,920,334
    dbt-fabricspark | downloads: 1,269,435
    dbt-athena | downloads: 1,083,078
    dbt-vertica | downloads: 834,925
    dbt-trino | downloads: 773,200
    dbt-athena-community | downloads: 758,814
    dbt-glue | downloads: 355,201
    dbt-sqlserver | downloads: 191,315
    dbt-dremio | downloads: 164,508
    dbt-oracle | downloads: 80,829

deep_gemm:
    sgl-deep-gemm | downloads: 788,736
    sgl-kernel | downloads: 141,380

delta:
    delta-spark | downloads: 37,493,925
    databricks-connect | downloads: 11,892,750
    quill-delta | downloads: 100,134

demo:
    palettable | downloads: 2,626,453
    aiohttp-security | downloads: 53,365

detect_secrets:
    detect-secrets | downloads: 7,300,123
    bc-detect-secrets | downloads: 5,378,986

dev:
    vulture | downloads: 11,444,991
    vnstock | downloads: 104,623

discord:
    discord-py | downloads: 6,760,682
    py-cord | downloads: 509,753
    discord-py-self | downloads: 109,969

dissect:
    dissect-target | downloads: 426,662
    dissect-cstruct | downloads: 205,189
    dissect-util | downloads: 142,939
    dissect-hypervisor | downloads: 84,230
    dissect-volume | downloads: 80,299
    dissect-ntfs | downloads: 77,880
    dissect-evidence | downloads: 62,382
    dissect-regf | downloads: 57,831
    dissect-extfs | downloads: 56,378
    dissect-xfs | downloads: 53,197
    dissect-ffs | downloads: 51,851
    dissect-eventlog | downloads: 51,805
    dissect-fat | downloads: 50,959
    dissect-fve | downloads: 42,815

dist:
    types-awscrt | downloads: 55,229,550
    boto3-stubs | downloads: 47,572,871
    types-boto3 | downloads: 9,934,108
    types-aiobotocore | downloads: 9,652,164
    casbin | downloads: 2,881,005
    palettable | downloads: 2,626,453
    bullmq | downloads: 2,448,241
    pycasbin | downloads: 2,173,039
    speechbrain | downloads: 1,854,971
    types-boto3-full | downloads: 1,606,284
    pandas-datareader | downloads: 1,370,871
    cadquery-ocp | downloads: 1,330,126
    fakesnow | downloads: 1,271,548
    botorch | downloads: 911,729
    boto3-stubs-full | downloads: 764,664
    prefect-dbt | downloads: 735,435
    scann | downloads: 663,526
    boto3-stubs-lite | downloads: 618,505
    dsnparse | downloads: 462,425
    pyiqa | downloads: 397,996
    mlx-whisper | downloads: 369,833
    pennylane | downloads: 307,416
    technical | downloads: 287,236
    proces | downloads: 281,428
    sslpsk-pmd3 | downloads: 274,196
    async-substrate-interface | downloads: 272,894
    cel-expr-python | downloads: 260,904
    types-aiobotocore-full | downloads: 257,133
    odoo-test-helper | downloads: 229,480
    identity | downloads: 211,169
    ax-platform | downloads: 189,115
    linode-api4 | downloads: 184,209
    types-aiobotocore-lite | downloads: 182,780
    dask-cudf-cu12 | downloads: 172,168
    onelogin | downloads: 157,556
    distributed-ucxx-cu12 | downloads: 149,717
    django-cms | downloads: 128,904
    garmin-fit-sdk | downloads: 128,279
    casbin-async-sqlalchemy-adapter | downloads: 128,208
    lightning-sdk | downloads: 102,095
    django-more-admin-filters | downloads: 101,324
    xarray-datatree | downloads: 68,237
    tensordict-nightly | downloads: 51,098
    metar-taf-parser-mivek | downloads: 47,711

django_cryptography:
    django-cryptography-django5 | downloads: 340,362
    django-cryptography | downloads: 186,004
    django-cryptography-5 | downloads: 122,480

django_filters-stubs:
    django-filter-stubs | downloads: 273,895
    types-django-filter | downloads: 126,616

django_fsm:
    django-fsm | downloads: 546,048
    django-fsm-2 | downloads: 424,059

djangocms_text_ckeditor:
    djangocms-text-ckeditor | downloads: 92,145
    djangocms-text | downloads: 51,883

djcelery_email:
    django-celery-email | downloads: 233,149
    django-celery-email-reboot | downloads: 63,061

doc:
    azure-cosmosdb-table | downloads: 2,687,419
    crosshair-tool | downloads: 368,105
    pytd | downloads: 338,969
    pennylane | downloads: 307,416
    joblibspark | downloads: 284,341
    pykalman | downloads: 243,723
    mdanalysis | downloads: 222,800
    pydocumentdb | downloads: 216,357
    neomodel | downloads: 210,935
    biom-format | downloads: 119,374

docs:
    google-cloud-audit-log | downloads: 48,309,608
    aiomysql | downloads: 16,164,692
    prance | downloads: 6,080,525
    pyodps | downloads: 5,362,239
    python-barcode | downloads: 2,988,212
    einx | downloads: 2,664,157
    palettable | downloads: 2,626,453
    scikit-base | downloads: 2,434,560
    unleashclient | downloads: 2,298,836
    aws-sam-cli | downloads: 2,273,959
    ibm-watsonx-ai | downloads: 2,272,346
    speechbrain | downloads: 1,854,971
    pandas-datareader | downloads: 1,370,871
    esp-idf-kconfig | downloads: 1,327,393
    py-consul | downloads: 1,207,957
    sktime | downloads: 1,107,904
    google-cloud-access-context-manager | downloads: 1,096,096
    botorch | downloads: 911,729
    django-tenants | downloads: 875,856
    pgmpy | downloads: 868,351
    pydoclint | downloads: 722,862
    feast | downloads: 665,997
    forex-python | downloads: 519,508
    xdsl | downloads: 494,942
    pyrad | downloads: 483,796
    mlforecast | downloads: 479,562
    serpapi | downloads: 474,339
    e3nn | downloads: 456,674
    phonemizer | downloads: 448,444
    clevercsv | downloads: 423,013
    ada-url | downloads: 416,101
    pyiqa | downloads: 397,996
    pytorch-forecasting | downloads: 320,460
    technical | downloads: 287,236
    django-pipeline | downloads: 251,873
    snowfakery | downloads: 245,581
    dm-haiku | downloads: 240,424
    udapi | downloads: 233,206
    blackjax | downloads: 226,703
    busypie | downloads: 224,147
    identity | downloads: 211,169
    cyscale | downloads: 196,688
    learnosity-sdk | downloads: 193,551
    pyportfolioopt | downloads: 193,072
    ax-platform | downloads: 189,115
    linode-api4 | downloads: 184,209
    gwcs | downloads: 178,321
    skpro | downloads: 168,657
    behavex | downloads: 167,318
    sphinxcontrib-katex | downloads: 156,573
    rax | downloads: 151,834
    fuzzyfinder | downloads: 143,945
    pynrrd | downloads: 138,188
    edx-drf-extensions | downloads: 136,420
    django-cms | downloads: 128,904
    pytest-operator | downloads: 124,578
    microsoft-agents-a365-runtime | downloads: 113,985
    pybatfish | downloads: 109,543
    ofxtools | downloads: 100,975
    audeer | downloads: 96,117
    audmath | downloads: 90,478
    jraph | downloads: 86,394
    torch-directml | downloads: 84,428
    netcal | downloads: 84,033
    django-session-security | downloads: 72,155
    pyranges | downloads: 68,998
    django-user-accounts | downloads: 63,314
    neuro-san | downloads: 34,103
    microsoft-agents-a365-observability-core | downloads: 107,722

docstring_parser:
    docstring-parser | downloads: 274,002,564
    docstring-parser-fork | downloads: 1,149,194

docx:
    python-docx | downloads: 111,482,734
    python-docx-ml6 | downloads: 139,457

dotenv:
    python-dotenv | downloads: 753,905,737
    django-dotenv | downloads: 217,149

dummy:
    redislite | downloads: 92,531
    ovito | downloads: 45,816

dwave:
    dwave-cloud-client | downloads: 114,314
    dwave-samplers | downloads: 111,469
    dwave-system | downloads: 93,447
    dwave-optimization | downloads: 82,508
    dwave-gate | downloads: 62,018

e2e:
    piccolo-api | downloads: 633,561
    piccolo-admin | downloads: 632,383

earthkit:
    earthkit-utils | downloads: 71,183
    earthkit-data | downloads: 68,938
    earthkit-meteo | downloads: 67,236

ecmwf:
    ecmwf-datastores-client | downloads: 528,754
    ecmwf-opendata | downloads: 220,436

editor:
    python-editor | downloads: 2,808,387
    owlready2 | downloads: 93,204

environ:
    django-environ | downloads: 8,208,049
    environ-config | downloads: 183,265

eth:
    py-evm | downloads: 282,066
    eth-stdlib | downloads: 28,795

eth_utils:
    eth-utils | downloads: 7,372,024
    faster-eth-utils | downloads: 193,151

example:
    nvidia-ml-py | downloads: 20,614,820
    spark-parser | downloads: 492,457
    webrtcvad | downloads: 487,021
    pyrad | downloads: 483,796
    clevercsv | downloads: 423,013
    python-nmap | downloads: 285,522
    persisting-theory | downloads: 167,325
    pygerrit2 | downloads: 163,679
    devcycle-python-server-sdk | downloads: 150,177
    django-nested-inline | downloads: 82,461
    amundsen-databuilder | downloads: 53,509

examples:
    google-ads | downloads: 36,050,633
    aiomysql | downloads: 16,164,692
    pysbd | downloads: 5,878,989
    pyodps | downloads: 5,362,239
    casbin | downloads: 2,881,005
    dash-bootstrap-components | downloads: 2,622,105
    pycasbin | downloads: 2,173,039
    pymatgen-io-validation | downloads: 1,784,470
    nemo-toolkit | downloads: 1,601,066
    sktime | downloads: 1,107,904
    django-tenants | downloads: 875,856
    edgegrid-python | downloads: 829,304
    draccus | downloads: 800,845
    py-clob-client-v2 | downloads: 715,231
    ir-datasets | downloads: 690,438
    noiseprotocol | downloads: 612,695
    progressbar | downloads: 499,399
    e3nn | downloads: 456,674
    xgboost-ray | downloads: 427,395
    tf2onnx | downloads: 381,485
    faust-streaming | downloads: 346,844
    pytorch-forecasting | downloads: 320,460
    fleet-python | downloads: 296,759
    progressbar33 | downloads: 295,611
    dask-cuda | downloads: 263,836
    pykalman | downloads: 243,723
    dm-haiku | downloads: 240,424
    pingparsing | downloads: 232,825
    lib4sbom | downloads: 229,723
    fastapi-cloudevents | downloads: 205,461
    easypost | downloads: 194,544
    petastorm | downloads: 187,932
    linode-api4 | downloads: 184,209
    binance-connector | downloads: 170,933
    pytoniq-core-fork | downloads: 168,954
    skpro | downloads: 168,657
    opacus | downloads: 167,038
    koyeb-sdk | downloads: 166,606
    rax | downloads: 151,834
    paddle-python-sdk | downloads: 137,765
    biom-format | downloads: 119,374
    meteomatics | downloads: 114,712
    bdbag | downloads: 112,566
    pyfunceble-process-manager | downloads: 105,018
    ncls | downloads: 85,729
    netcal | downloads: 84,033
    quantile-forest | downloads: 72,756
    tiledb | downloads: 71,263
    imagededup | downloads: 71,201
    playback-studio | downloads: 64,834
    torchscale | downloads: 33,208
    torchmonarch | downloads: 21,493

exasol:
    pyexasol | downloads: 4,937,940
    exasol-error-reporting | downloads: 161,149

extension_templates:
    sktime | downloads: 1,107,904
    pytorch-forecasting | downloads: 320,460
    skpro | downloads: 168,657

ez_setup:
    py-ubjson | downloads: 1,412,597
    pyhwp | downloads: 323,146
    pybedtools | downloads: 112,879
    ete3 | downloads: 95,052
    email | downloads: 75,157

fabric:
    fabric-analytics-notebook-plugin | downloads: 669,137
    fabric-analytics-sdk | downloads: 656,345
    fabric3 | downloads: 161,309
    fab-classic | downloads: 107,578

faiss:
    faiss-cpu | downloads: 16,144,952
    faiss-gpu | downloads: 310,567
    faiss-gpu-cu12 | downloads: 205,623

faker:
    tensorlake | downloads: 106,023
    fake-factory | downloads: 63,122

farmhash:
    pyfarmhash | downloads: 634,933
    cityhash | downloads: 375,666

fasttext:
    fasttext-wheel | downloads: 2,314,900
    fasttext-predict | downloads: 1,455,798
    fasttext-numpy2 | downloads: 1,050,269

fasttext_pybind:
    fasttext | downloads: 2,424,155
    fasttext-wheel | downloads: 2,314,900
    fasttext-predict | downloads: 1,455,798
    fasttext-numpy2 | downloads: 1,050,269

fernet_fields:
    django-fernet-fields-v2 | downloads: 954,174
    djfernet | downloads: 79,633

ffmpeg:
    ffmpeg-python | downloads: 9,445,597
    python-ffmpeg | downloads: 243,080

fiftyone:
    fiftyone-brain | downloads: 171,430
    fiftyone-db | downloads: 151,194

firebird:
    firebird-base | downloads: 203,489
    firebird-driver | downloads: 166,696

fitz:
    pymupdf | downloads: 103,512,877
    pymupdf-stubs | downloads: 119,251

fla:
    fla-core | downloads: 793,158
    flash-linear-attention | downloads: 681,216

flash_attn:
    flash-attn-4 | downloads: 2,292,761
    flash-attn | downloads: 419,085

flask_bootstrap:
    flask-bootstrap | downloads: 493,011
    bootstrap-flask | downloads: 276,600

flask_security:
    flask-security-too | downloads: 251,415
    flask-security | downloads: 146,023

fluent:
    fluent-logger | downloads: 2,399,780
    fluent-syntax | downloads: 795,920
    fluent-pygments | downloads: 417,323
    fluent-runtime | downloads: 226,486

flufl:
    flufl-lock | downloads: 2,907,591
    flufl-bounce | downloads: 634,117
    flufl-i18n | downloads: 615,990

flytekitplugins:
    flytekitplugins-ray | downloads: 69,176
    flytekitplugins-spark | downloads: 66,935

forge:
    ngcsdk | downloads: 292,132
    python-forge | downloads: 64,865

gcloud:
    gcloud-aio-auth | downloads: 47,200,367
    gcloud-aio-storage | downloads: 45,007,050
    gcloud-aio-bigquery | downloads: 26,336,971
    gcloud-aio-pubsub | downloads: 792,069
    gcloud-rest-auth | downloads: 638,479
    gcloud-aio-datastore | downloads: 461,330
    gcloud-aio-taskqueue | downloads: 460,439
    gcloud-rest-bigquery | downloads: 449,550
    gcloud-rest-taskqueue | downloads: 448,155
    gcloud-rest-datastore | downloads: 445,680

gen_ai_hub:
    sap-ai-sdk-gen | downloads: 441,261
    generative-ai-hub-sdk | downloads: 117,385

generator:
    libvirt-python | downloads: 288,496
    tosa-tools | downloads: 205,559

genie:
    genie-libs-conf | downloads: 251,817
    genie-libs-sdk | downloads: 249,688
    genie-libs-clean | downloads: 249,682
    genie-libs-parser | downloads: 248,095
    genie-libs-filetransferutils | downloads: 247,726
    genie-libs-health | downloads: 247,487
    genie-libs-ops | downloads: 247,419
    genie-telemetry | downloads: 182,126
    genie-trafficgen | downloads: 181,956
    genie-libs-robot | downloads: 181,156

genmsg:
    pyros-genmsg | downloads: 80,986
    py3rosmsgs | downloads: 71,043

geoarrow:
    geoarrow-types | downloads: 298,291
    geoarrow-c | downloads: 297,855
    geoarrow-pyarrow | downloads: 263,338
    geoarrow-pandas | downloads: 161,155
    geoarrow-rust-core | downloads: 56,930

git:
    gitpython | downloads: 271,400,053
    release-tag | downloads: 169,637

github:
    pygithub | downloads: 75,269,925
    gogo-python | downloads: 168,487
    githubpy | downloads: 50,200

glean:
    glean-sdk | downloads: 209,457
    glean-api-client | downloads: 107,858

google:
    protobuf | downloads: 864,661,618
    google-auth | downloads: 578,713,257
    googleapis-common-protos | downloads: 512,225,444
    google-api-core | downloads: 473,258,476
    google-genai | downloads: 289,198,590
    google-cloud-storage | downloads: 255,277,116
    google-cloud-bigquery | downloads: 228,784,360
    google-cloud-core | downloads: 207,561,381
    google-resumable-media | downloads: 186,968,919
    google-cloud-secret-manager | downloads: 172,445,924
    google-cloud-aiplatform | downloads: 171,901,268
    google-cloud-batch | downloads: 153,644,302
    google-cloud-kms | downloads: 143,917,133
    google-analytics-admin | downloads: 142,027,618
    google-cloud-compute | downloads: 139,616,718
    grpc-google-iam-v1 | downloads: 131,863,351
    google-cloud-dlp | downloads: 126,338,143
    google-cloud-texttospeech | downloads: 121,734,979
    google-cloud-speech | downloads: 117,847,741
    google-cloud-pubsub | downloads: 115,358,763
    google-cloud-logging | downloads: 100,042,616
    google-cloud-tasks | downloads: 96,913,196
    google-cloud-monitoring | downloads: 94,460,654
    google-cloud-bigtable | downloads: 86,151,253
    google-cloud-vision | downloads: 82,242,915
    google-cloud-run | downloads: 79,749,262
    google-cloud-videointelligence | downloads: 78,024,358
    google-cloud-language | downloads: 77,808,754
    google-cloud-workflows | downloads: 77,374,394
    google-cloud-dataform | downloads: 76,171,077
    google-cloud-redis | downloads: 76,146,018
    google-cloud-os-login | downloads: 75,619,877
    google-cloud-bigquery-datatransfer | downloads: 75,334,617
    google-cloud-dataproc-metastore | downloads: 74,576,744
    google-cloud-orchestration-airflow | downloads: 74,262,737
    google-cloud-memcache | downloads: 74,178,704
    google-cloud-automl | downloads: 72,465,259
    google-cloud-dataflow-client | downloads: 67,696,662
    google-cloud-resource-manager | downloads: 66,638,597
    google-cloud-spanner | downloads: 53,829,355
    google-cloud-appengine-logging | downloads: 52,794,772
    google-cloud-audit-log | downloads: 48,309,608
    google-cloud-translate | downloads: 47,414,994
    google-cloud-container | downloads: 46,659,362
    google-cloud-datacatalog | downloads: 45,378,486
    google-cloud-storage-transfer | downloads: 42,814,393
    google-cloud-firestore | downloads: 39,543,245
    google-cloud-bigquery-storage | downloads: 39,525,047
    google-ads | downloads: 36,050,633
    google-cloud-dataplex | downloads: 30,552,942
    google-cloud-alloydb | downloads: 29,098,255
    google-cloud-dataproc | downloads: 26,767,511
    google-cloud-build | downloads: 22,311,180
    google-adk | downloads: 19,480,842
    sqlalchemy-spanner | downloads: 19,136,300
    google-cloud-storage-control | downloads: 18,248,180
    google-generativeai | downloads: 15,619,643
    google-ai-generativelanguage | downloads: 14,812,744
    google-cloud-managedkafka | downloads: 13,391,798
    google-cloud-trace | downloads: 12,618,246
    google-cloud-iam | downloads: 12,273,848
    google-cloud-discoveryengine | downloads: 8,064,490
    functions-framework | downloads: 7,867,927
    cloud-sql-python-connector | downloads: 7,578,942
    google-cloud-bigquery-biglake | downloads: 7,154,538
    google-analytics-data | downloads: 6,604,413
    google-cloud-datastore | downloads: 5,753,055
    google-api | downloads: 4,317,406
    google-cloud-documentai | downloads: 3,579,106
    google-cloud-vectorsearch | downloads: 3,475,669
    google-cloud-artifact-registry | downloads: 3,142,901
    google-cloud-pubsublite | downloads: 3,035,528
    google-cloud-recommendations-ai | downloads: 2,418,174
    google-cloud-recaptcha-enterprise | downloads: 1,861,705
    google-cloud-scheduler | downloads: 1,824,813
    google-cloud-parametermanager | downloads: 1,712,281
    google-cloud-modelarmor | downloads: 1,346,762
    google-cloud-os-config | downloads: 1,176,849
    google-cloud-org-policy | downloads: 1,169,548
    google-cloud-asset | downloads: 1,098,349
    google-cloud-access-context-manager | downloads: 1,096,096
    google-cloud-error-reporting | downloads: 998,273
    google-cloud-functions | downloads: 962,041
    appengine-python-standard | downloads: 921,457
    google-cloud-dialogflow-cx | downloads: 885,380
    gtfs-realtime-bindings | downloads: 755,754
    google-cloud-jupyter-config | downloads: 748,445
    google-cloud-appengine-admin | downloads: 724,581
    google-cloud-alloydb-connector | downloads: 719,724
    google-cloud-billing | downloads: 681,436
    google-cloud-bigquery-logging | downloads: 640,280
    google-events | downloads: 612,516
    xds-protos | downloads: 611,224
    google-cloud-video-transcoder | downloads: 571,851
    google-cloud-bigquery-connection | downloads: 545,659
    google-ads-admanager | downloads: 489,045
    google-geo-type | downloads: 477,241
    google-cloud-ndb | downloads: 464,360
    google-antigravity | downloads: 442,165
    google-cloud-dns | downloads: 378,024
    google-cloud-sqlcommenter | downloads: 354,282
    google-cloud-datacatalog-lineage | downloads: 350,564
    google-cloud-iamconnectorcredentials | downloads: 336,031
    google-apps-meet | downloads: 308,050
    google-cloud-common | downloads: 305,973
    google-cloud-bigquery-datapolicies | downloads: 293,191
    google-maps-places | downloads: 279,078
    google-cloud-filestore | downloads: 272,791
    google-cloud-service-usage | downloads: 263,074
    google-cloud-certificate-manager | downloads: 243,496
    cerbos | downloads: 230,930
    google-cloud-tpu | downloads: 227,778
    google-cloud-retail | downloads: 221,909
    google-cloud-monitoring-dashboards | downloads: 218,060
    google-cloud-bigquery-reservation | downloads: 177,508
    google-cloud-service-control | downloads: 176,874
    google-maps-addressvalidation | downloads: 159,267
    google-cloud-notebooks | downloads: 154,661
    google-cloud-privilegedaccessmanager | downloads: 151,726
    google-cloud-deploy | downloads: 137,805
    google-maps-routeoptimization | downloads: 134,816
    google-cloud-quotas | downloads: 130,101
    google-cloud-securitycenter | downloads: 128,443
    google-shopping-type | downloads: 123,032
    google-cloud-runtimeconfig | downloads: 118,439
    google-shopping-merchant-products | downloads: 105,390
    google-agents-cli | downloads: 100,407
    google-cloud-api-keys | downloads: 97,628
    google-cloud-containeranalysis | downloads: 96,776
    google-cloud-datastream | downloads: 85,082
    proto-google-cloud-datastore-v1 | downloads: 83,770
    google-cloud-geminidataanalytics | downloads: 81,521
    google-cloud-recommender | downloads: 80,358
    google-gax | downloads: 78,309
    google-cloud-documentai-toolbox | downloads: 75,086
    google-cloud-redis-cluster | downloads: 64,769
    google-cloud-webrisk | downloads: 61,989
    google-cloud-api-gateway | downloads: 57,991
    google-cloud-dialogflow | downloads: 56,197
    grpc-google-logging-v2 | downloads: 52,412
    google-cloud-biglake | downloads: 43,376

google-stubs:
    types-protobuf | downloads: 68,634,841
    google-auth-stubs | downloads: 1,006,490
    types-google-cloud-ndb | downloads: 427,656
    googleapis-common-protos-stubs | downloads: 170,158

googlesearch:
    google | downloads: 6,232,727
    googlesearch-python | downloads: 1,005,358

graphql_server:
    graphql-server-core | downloads: 751,362
    graphql-server | downloads: 139,692

great_expectations:
    great-expectations | downloads: 26,651,050
    acryl-great-expectations | downloads: 103,904

groundingdino:
    groundingdino-py | downloads: 125,260
    rf-groundingdino | downloads: 38,359

grpc_health-stubs:
    grpc-stubs | downloads: 3,289,567
    types-grpcio-health-checking | downloads: 124,304

grpc_reflection-stubs:
    grpc-stubs | downloads: 3,289,567
    types-grpcio-reflection | downloads: 136,921

grpc_status-stubs:
    grpc-stubs | downloads: 3,289,567
    types-grpcio-status | downloads: 160,420

guardrails:
    openai-guardrails | downloads: 329,492
    guardrails-ai | downloads: 149,719

ha_mcp:
    ha-mcp | downloads: 533,960
    ha-mcp-dev | downloads: 46,378

hatch_build:
    langgraph-api | downloads: 9,335,308
    gitlint | downloads: 826,322
    nodejs-wheel | downloads: 290,055
    onyx-devtools | downloads: 219,699

haystack:
    haystack-ai | downloads: 935,240
    django-haystack | downloads: 191,949

hcl2:
    python-hcl2 | downloads: 6,478,997
    bc-python-hcl2 | downloads: 4,440,260

hdx:
    hdx-python-utilities | downloads: 179,640
    hdx-python-country | downloads: 131,191

htmlmin:
    htmlmin2 | downloads: 1,280,200
    django-htmlmin | downloads: 919,180

hydra_plugins:
    multi-storage-client | downloads: 626,727
    hydra-colorlog | downloads: 309,003
    hydra-optuna-sweeper | downloads: 120,877
    hydra-submitit-launcher | downloads: 78,284

i18n:
    python-i18n | downloads: 360,968
    i18nice | downloads: 301,309
    edx-i18n-tools | downloads: 73,621

images:
    azure-identity | downloads: 228,626,528
    biom-format | downloads: 119,374
    nb-clean | downloads: 103,788
    jraph | downloads: 86,394
    mod-wsgi | downloads: 62,484

importlib_metadata:
    setuptools | downloads: 1,528,671,687
    importlib-metadata | downloads: 539,654,453

include:
    h3 | downloads: 11,860,141
    nvidia-cudnn-frontend | downloads: 4,402,748
    pylibcudf-cu12 | downloads: 411,537
    pylzss | downloads: 344,173
    polyscope | downloads: 289,778
    libigl | downloads: 249,855
    tosa-tools | downloads: 205,559
    pantab | downloads: 187,559
    sgl-kernel | downloads: 141,380
    lcm | downloads: 125,250
    ruckig | downloads: 96,964

inference_cli:
    inference-gpu | downloads: 275,671
    inference-cli | downloads: 249,104
    inference | downloads: 120,212

inference_sdk:
    inference-sdk | downloads: 428,361
    inference-gpu | downloads: 275,671
    inference-cli | downloads: 249,104
    inference | downloads: 120,212

infi:
    infi-systray | downloads: 572,546
    infi-clickhouse-orm | downloads: 103,025

integration_tests:
    fakesnow | downloads: 1,271,548
    dlt-meta | downloads: 232,264

integrations:
    zulip | downloads: 557,727
    port-ocean | downloads: 77,083

iso639:
    python-iso639 | downloads: 4,052,178
    iso639-lang | downloads: 432,371
    iso-639 | downloads: 67,190

itk:
    itk-core | downloads: 198,091
    itk-filtering | downloads: 195,960
    itk-numerics | downloads: 195,704
    itk-io | downloads: 192,512
    itk-segmentation | downloads: 185,861
    itk-registration | downloads: 185,084

jaraco:
    setuptools | downloads: 1,528,671,687
    jaraco-functools | downloads: 225,097,594
    jaraco-classes | downloads: 221,768,951
    jaraco-context | downloads: 206,794,533
    jaraco-text | downloads: 2,305,341
    jaraco-collections | downloads: 1,197,366
    jaraco-logging | downloads: 147,266

jax_plugins:
    jax-cuda12-pjrt | downloads: 725,035
    jax-cuda13-pjrt | downloads: 444,586

json_logic:
    json-logic | downloads: 2,518,613
    panzi-json-logic | downloads: 513,606
    json-logic-qubit | downloads: 439,368

jsonpath:
    jsonpath-python | downloads: 26,650,624
    python-jsonpath | downloads: 1,467,983

junit_conversor:
    flake8-junit-report-basic | downloads: 880,237
    flake8-junit-report | downloads: 74,967

jwt-stubs:
    types-pyjwt | downloads: 326,432
    types-jwt | downloads: 98,951

kafka:
    kafka-python | downloads: 26,603,396
    kafka-python-ng | downloads: 1,786,512

kagent:
    kagent-core | downloads: 78,301
    kagent-langgraph | downloads: 57,822

keboola:
    keboola-vcr | downloads: 123,988
    keboola-component | downloads: 81,574

keras_nlp:
    keras-nlp | downloads: 273,144
    keras-nlp-nightly | downloads: 6,064

key_value:
    py-key-value-aio | downloads: 88,130,874
    py-key-value-shared | downloads: 7,329,950

keyrings:
    keyrings-google-artifactregistry-auth | downloads: 14,206,228
    keyrings-alt | downloads: 3,735,924
    keyrings-codeartifact | downloads: 2,152,307
    keyrings-cryptfile | downloads: 390,596

kfp:
    kfp-pipeline-spec | downloads: 4,544,481
    kfp-kubernetes | downloads: 198,141

kubernetes-stubs:
    kubernetes-stubs-elephant-fork | downloads: 508,361
    kubernetes-typed | downloads: 156,006

kubernetes_ext:
    kubernetes-stubs | downloads: 677,995
    kubernetes-stubs-elephant-fork | downloads: 508,361

langgraph:
    langgraph-prebuilt | downloads: 57,522,684
    langgraph-checkpoint | downloads: 53,962,533
    langgraph-checkpoint-postgres | downloads: 7,851,836
    langgraph-checkpoint-sqlite | downloads: 3,393,151
    langgraph-checkpoint-redis | downloads: 1,059,766
    langgraph-checkpoint-mongodb | downloads: 412,796

lazr:
    lazr-delegates | downloads: 615,807
    lazr-config | downloads: 615,777
    lazr-restfulclient | downloads: 478,127
    lazr-uri | downloads: 362,461

lets_be_rational:
    lets-be-rational | downloads: 121,324
    py-lets-be-rational | downloads: 116,447

lib:
    h3 | downloads: 11,860,141
    mysql-connector | downloads: 1,319,650
    teradataml | downloads: 468,167
    polyscope | downloads: 289,778
    libigl | downloads: 249,855
    tosa-tools | downloads: 205,559
    pantab | downloads: 187,559
    mysql-connector-python-rf | downloads: 162,899
    sgl-kernel | downloads: 141,380
    lcm | downloads: 125,250
    ruckig | downloads: 96,964
    torch-directml | downloads: 84,428

lib64:
    pylibcudf-cu12 | downloads: 411,537
    sgl-kernel | downloads: 141,380

lightning_fabric:
    pytorch-lightning | downloads: 10,861,913
    lightning-fabric | downloads: 52,011

linkedin_api:
    linkedin-api-client | downloads: 2,071,584
    linkedin-api | downloads: 96,196

liquid:
    python-liquid | downloads: 1,254,635
    liquidpy | downloads: 335,952

livekit:
    livekit-protocol | downloads: 5,293,794
    livekit-api | downloads: 4,992,541
    livekit-agents | downloads: 4,655,052
    livekit-plugins-silero | downloads: 3,398,890
    livekit-plugins-openai | downloads: 3,260,234
    livekit-blingfire | downloads: 2,675,706
    livekit-plugins-deepgram | downloads: 2,569,400
    livekit-plugins-turn-detector | downloads: 2,417,023
    livekit-plugins-elevenlabs | downloads: 1,858,559
    livekit-local-inference | downloads: 1,750,395
    livekit-plugins-noise-cancellation | downloads: 1,485,244
    livekit-plugins-cartesia | downloads: 1,221,943
    livekit-plugins-google | downloads: 1,138,400
    livekit-plugins-anthropic | downloads: 912,271
    livekit-plugins-assemblyai | downloads: 715,666
    livekit-plugins-aws | downloads: 418,455
    livekit-plugins-groq | downloads: 388,304
    livekit-plugins-azure | downloads: 284,733
    livekit-plugins-xai | downloads: 254,196
    livekit-plugins-soniox | downloads: 220,236
    livekit-plugins-ai-coustics | downloads: 200,756
    livekit-plugins-rime | downloads: 174,436
    livekit-plugins-speechmatics | downloads: 167,215
    livekit-plugins-gladia | downloads: 88,804
    livekit-plugins-inworld | downloads: 85,620
    livekit-plugins-sarvam | downloads: 85,266
    livekit-plugins-fal | downloads: 53,378
    livekit-plugins-hume | downloads: 42,719

llama_index:
    llama-index-indices-managed-llama-cloud | downloads: 38,034,669
    llama-index-llms-openai | downloads: 37,776,230
    llama-index-core | downloads: 15,930,703
    llama-index-readers-llama-parse | downloads: 8,995,220
    llama-index-embeddings-openai | downloads: 7,987,949
    llama-index-readers-file | downloads: 4,406,416
    llama-index-cli | downloads: 3,639,099
    llama-index-agent-openai | downloads: 3,389,078
    llama-index-multi-modal-llms-openai | downloads: 2,692,227
    llama-index-program-openai | downloads: 2,649,962
    llama-index-question-gen-openai | downloads: 2,635,860
    llama-index-legacy | downloads: 2,304,835
    llama-index-embeddings-bedrock | downloads: 2,270,066
    llama-index-llms-azure-openai | downloads: 590,391
    llama-index-vector-stores-postgres | downloads: 535,504
    llama-index-embeddings-azure-openai | downloads: 476,904
    llama-index-retrievers-bm25 | downloads: 438,303
    llama-index-llms-openai-like | downloads: 425,373
    llama-index-llms-anthropic | downloads: 422,588
    llama-index-embeddings-google-genai | downloads: 393,189
    llama-index-embeddings-huggingface | downloads: 319,438
    llama-index-vector-stores-qdrant | downloads: 307,473
    llama-index-vector-stores-milvus | downloads: 239,723
    llama-index-llms-ollama | downloads: 235,820
    llama-index-vector-stores-chroma | downloads: 233,216
    llama-index-readers-confluence | downloads: 226,794
    llama-index-llms-bedrock-converse | downloads: 218,805
    llama-index-llms-google-genai | downloads: 203,915
    llama-index-vector-stores-pinecone | downloads: 193,298
    llama-index-embeddings-ollama | downloads: 168,508
    llama-index-vector-stores-faiss | downloads: 154,159
    llama-index-storage-kvstore-postgres | downloads: 138,328
    llama-index-llms-langchain | downloads: 137,797
    llama-index-storage-docstore-postgres | downloads: 135,919
    llama-index-embeddings-langchain | downloads: 108,478
    llama-index-utils-workflow | downloads: 98,865
    llama-index-llms-bedrock | downloads: 98,464
    llama-index-vector-stores-azureaisearch | downloads: 95,859
    llama-index-llms-vertex | downloads: 82,373
    llama-index-tools-mcp | downloads: 74,059
    llama-index-llms-litellm | downloads: 72,790
    llama-index-llms-gemini | downloads: 71,511
    llama-index-vector-stores-lancedb | downloads: 69,587
    llama-index-vector-stores-opensearch | downloads: 68,208
    llama-index-postprocessor-cohere-rerank | downloads: 67,562
    llama-index-embeddings-vertex | downloads: 66,627
    llama-index-readers-google | downloads: 62,335
    llama-index-graph-stores-neo4j | downloads: 48,126
    llama-index-llms-groq | downloads: 43,263
    llama-index-readers-jira | downloads: 36,010
    llama-index-vector-stores-elasticsearch | downloads: 32,761
    llama-index-embeddings-cohere | downloads: 22,635

logstash:
    python3-logstash | downloads: 832,310
    python-logstash | downloads: 583,174

magic:
    python-magic | downloads: 30,732,583
    python-magic-bin | downloads: 180,476
    file-magic | downloads: 88,804

mailmerge:
    docx-mailmerge | downloads: 222,007
    docx-mailmerge2 | downloads: 123,622

main:
    mcpforunityserver | downloads: 265,705
    workspace-mcp | downloads: 250,263

markdown_inline_graphviz:
    markdown-graphviz-inline | downloads: 552,220
    markdown-inline-graphviz-extension | downloads: 81,427

marshmallow_oneofschema:
    marshmallow-oneofschema | downloads: 6,419,094
    marshmallow-fastoneofschema | downloads: 195,975

mecab_ko_dic:
    mecab-ko-dic | downloads: 106,862
    python-mecab-ko-dic | downloads: 77,452

media:
    aws-sam-cli | downloads: 2,273,959
    pyportfolioopt | downloads: 193,072

memoize:
    py-memoize | downloads: 195,412
    django-memoize | downloads: 87,419

menuconfig:
    kconfiglib | downloads: 1,331,162
    esp-idf-kconfig | downloads: 1,327,393

metaflow_extensions:
    metaflow-netflixext | downloads: 122,270
    metaflow-checkpoint | downloads: 103,629
    ob-metaflow-extensions | downloads: 103,089
    ob-project-utils | downloads: 93,556
    metaflow-torchrun | downloads: 87,180

microsoft_agents:
    microsoft-agents-hosting-core | downloads: 918,273
    microsoft-agents-activity | downloads: 917,767
    microsoft-agents-authentication-msal | downloads: 484,494
    microsoft-agents-copilotstudio-client | downloads: 426,623
    microsoft-agents-hosting-fastapi | downloads: 244,407
    microsoft-agents-hosting-aiohttp | downloads: 242,213
    microsoft-agents-hosting-teams | downloads: 216,177

microsoft_agents_a365:
    microsoft-agents-a365-runtime | downloads: 113,985
    microsoft-agents-a365-observability-core | downloads: 107,722

microsoft_teams:
    microsoft-teams-cards | downloads: 997,374
    microsoft-teams-common | downloads: 994,218
    microsoft-teams-api | downloads: 988,522
    microsoft-teams-apps | downloads: 759,499

misc:
    pyodps | downloads: 5,362,239
    fake-http-header | downloads: 640,185
    leptonai | downloads: 606,014
    pymobiledevice3 | downloads: 597,819
    audmath | downloads: 90,478

mistralai:
    mistralai-workflows | downloads: 178,970
    mistralai-workflows-plugins-mistralai | downloads: 79,880

mjml:
    mjml-python | downloads: 452,672
    django-mjml | downloads: 98,900

mkdocstrings_handlers:
    mkdocstrings-python | downloads: 11,556,661
    mkdocstrings-python-legacy | downloads: 224,842

mlflow:
    mlflow-skinny | downloads: 42,525,544
    mlflow-tracing | downloads: 23,278,131

mo_parsing:
    mo-parsing | downloads: 239,011
    moz-sql-parser | downloads: 111,093

model_archiver:
    model-archiver | downloads: 351,559
    torch-model-archiver | downloads: 96,950

models:
    mcpforunityserver | downloads: 265,705
    llama-models | downloads: 143,610

mooncake:
    mooncake-transfer-engine | downloads: 307,104
    mooncake-transfer-engine-cuda13 | downloads: 195,580

mpl_toolkits:
    matplotlib | downloads: 237,026,490
    basemap-data | downloads: 94,068
    basemap | downloads: 93,540

msgpack_numpy:
    msgpack-numpy | downloads: 1,060,717
    msgpack-numpy-opentensor | downloads: 163,817

mypy_boto3_accessanalyzer:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-accessanalyzer | downloads: 197,418

mypy_boto3_account:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-account | downloads: 228,905

mypy_boto3_acm:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-acm | downloads: 427,739

mypy_boto3_acm_pca:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-acm-pca | downloads: 223,596

mypy_boto3_aiops:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-aiops | downloads: 176,005

mypy_boto3_amp:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-amp | downloads: 190,072

mypy_boto3_amplify:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-amplify | downloads: 223,033

mypy_boto3_amplifybackend:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-amplifybackend | downloads: 184,477

mypy_boto3_amplifyuibuilder:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-amplifyuibuilder | downloads: 183,798

mypy_boto3_apigateway:
    mypy-boto3-apigateway | downloads: 1,985,653
    boto3-stubs-full | downloads: 764,664

mypy_boto3_apigatewaymanagementapi:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-apigatewaymanagementapi | downloads: 264,599

mypy_boto3_apigatewayv2:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-apigatewayv2 | downloads: 364,571

mypy_boto3_appconfig:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appconfig | downloads: 286,690

mypy_boto3_appconfigdata:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appconfigdata | downloads: 281,065

mypy_boto3_appfabric:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appfabric | downloads: 183,314

mypy_boto3_appflow:
    mypy-boto3-appflow | downloads: 4,938,962
    boto3-stubs-full | downloads: 764,664

mypy_boto3_appintegrations:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appintegrations | downloads: 185,424

mypy_boto3_application_autoscaling:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-application-autoscaling | downloads: 451,296

mypy_boto3_application_insights:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-application-insights | downloads: 185,133

mypy_boto3_application_signals:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-application-signals | downloads: 185,845

mypy_boto3_applicationcostprofiler:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-applicationcostprofiler | downloads: 184,185

mypy_boto3_appmesh:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appmesh | downloads: 189,485

mypy_boto3_apprunner:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-apprunner | downloads: 184,160

mypy_boto3_appstream:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appstream | downloads: 189,165

mypy_boto3_appsync:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-appsync | downloads: 245,044

mypy_boto3_arc_region_switch:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-arc-region-switch | downloads: 176,773

mypy_boto3_arc_zonal_shift:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-arc-zonal-shift | downloads: 183,629

mypy_boto3_artifact:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-artifact | downloads: 183,522

mypy_boto3_athena:
    mypy-boto3-athena | downloads: 2,750,623
    boto3-stubs-full | downloads: 764,664

mypy_boto3_auditmanager:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-auditmanager | downloads: 184,711

mypy_boto3_autoscaling:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-autoscaling | downloads: 535,366

mypy_boto3_autoscaling_plans:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-autoscaling-plans | downloads: 185,685

mypy_boto3_b2bi:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-b2bi | downloads: 184,104

mypy_boto3_backup:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-backup | downloads: 382,344

mypy_boto3_backup_gateway:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-backup-gateway | downloads: 184,980

mypy_boto3_backupsearch:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-backupsearch | downloads: 181,262

mypy_boto3_batch:
    mypy-boto3-batch | downloads: 784,085
    boto3-stubs-full | downloads: 764,664

mypy_boto3_bcm_dashboards:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bcm-dashboards | downloads: 176,404

mypy_boto3_bcm_data_exports:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bcm-data-exports | downloads: 184,490

mypy_boto3_bcm_pricing_calculator:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bcm-pricing-calculator | downloads: 182,097

mypy_boto3_bcm_recommended_actions:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bcm-recommended-actions | downloads: 175,892

mypy_boto3_bedrock:
    mypy-boto3-bedrock | downloads: 827,492
    boto3-stubs-full | downloads: 764,664

mypy_boto3_bedrock_agent:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-agent | downloads: 391,935

mypy_boto3_bedrock_agent_runtime:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-agent-runtime | downloads: 436,529

mypy_boto3_bedrock_agentcore:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-agentcore | downloads: 277,299

mypy_boto3_bedrock_agentcore_control:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-agentcore-control | downloads: 204,764

mypy_boto3_bedrock_data_automation:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-data-automation | downloads: 184,198

mypy_boto3_bedrock_data_automation_runtime:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-bedrock-data-automation-runtime | downloads: 188,612

mypy_boto3_bedrock_runtime:
    mypy-boto3-bedrock-runtime | downloads: 3,233,490
    boto3-stubs-full | downloads: 764,664

mypy_boto3_billing:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-billing | downloads: 182,850

mypy_boto3_billingconductor:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-billingconductor | downloads: 183,761

mypy_boto3_braket:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-braket | downloads: 188,504

mypy_boto3_budgets:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-budgets | downloads: 188,857

mypy_boto3_ce:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-ce | downloads: 354,903

mypy_boto3_chatbot:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chatbot | downloads: 182,968

mypy_boto3_chime:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime | downloads: 189,784

mypy_boto3_chime_sdk_identity:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime-sdk-identity | downloads: 183,802

mypy_boto3_chime_sdk_media_pipelines:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime-sdk-media-pipelines | downloads: 183,646

mypy_boto3_chime_sdk_meetings:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime-sdk-meetings | downloads: 183,960

mypy_boto3_chime_sdk_messaging:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime-sdk-messaging | downloads: 183,958

mypy_boto3_chime_sdk_voice:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-chime-sdk-voice | downloads: 183,865

mypy_boto3_cleanrooms:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cleanrooms | downloads: 189,693

mypy_boto3_cleanroomsml:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cleanroomsml | downloads: 183,461

mypy_boto3_cloud9:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloud9 | downloads: 185,575

mypy_boto3_cloudcontrol:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudcontrol | downloads: 220,284

mypy_boto3_clouddirectory:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-clouddirectory | downloads: 184,813

mypy_boto3_cloudformation:
    mypy-boto3-cloudformation | downloads: 8,566,705
    boto3-stubs-full | downloads: 764,664

mypy_boto3_cloudfront:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudfront | downloads: 477,871

mypy_boto3_cloudfront_keyvaluestore:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudfront-keyvaluestore | downloads: 185,468

mypy_boto3_cloudhsm:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudhsm | downloads: 185,340

mypy_boto3_cloudhsmv2:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudhsmv2 | downloads: 185,621

mypy_boto3_cloudsearch:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudsearch | downloads: 185,415

mypy_boto3_cloudsearchdomain:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudsearchdomain | downloads: 185,265

mypy_boto3_cloudtrail:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudtrail | downloads: 407,381

mypy_boto3_cloudtrail_data:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cloudtrail-data | downloads: 183,626

mypy_boto3_cloudwatch:
    mypy-boto3-cloudwatch | downloads: 1,572,294
    boto3-stubs-full | downloads: 764,664

mypy_boto3_codeartifact:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codeartifact | downloads: 257,406

mypy_boto3_codebuild:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codebuild | downloads: 764,030

mypy_boto3_codecatalyst:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codecatalyst | downloads: 183,516

mypy_boto3_codecommit:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codecommit | downloads: 217,841

mypy_boto3_codeconnections:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codeconnections | downloads: 212,700

mypy_boto3_codedeploy:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codedeploy | downloads: 310,513

mypy_boto3_codeguru_reviewer:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codeguru-reviewer | downloads: 185,448

mypy_boto3_codeguru_security:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codeguru-security | downloads: 183,262

mypy_boto3_codeguruprofiler:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codeguruprofiler | downloads: 185,081

mypy_boto3_codepipeline:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codepipeline | downloads: 347,908

mypy_boto3_codestar_connections:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codestar-connections | downloads: 213,227

mypy_boto3_codestar_notifications:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-codestar-notifications | downloads: 184,752

mypy_boto3_cognito_identity:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cognito-identity | downloads: 505,863

mypy_boto3_cognito_idp:
    mypy-boto3-cognito-idp | downloads: 873,760
    boto3-stubs-full | downloads: 764,664

mypy_boto3_cognito_sync:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-cognito-sync | downloads: 186,257

mypy_boto3_comprehend:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-comprehend | downloads: 255,680

mypy_boto3_comprehendmedical:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-comprehendmedical | downloads: 233,652

mypy_boto3_compute_optimizer:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-compute-optimizer | downloads: 190,033

mypy_boto3_compute_optimizer_automation:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-compute-optimizer-automation | downloads: 173,276

mypy_boto3_config:
    boto3-stubs-full | downloads: 764,664
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mypy_boto3_connecthealth:
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mypy_boto3_connectparticipant:
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mypy_boto3_controltower:
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mypy_boto3_deadline:
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mypy_boto3_devicefarm:
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mypy_boto3_dynamodb:
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mypy_boto3_ec2:
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mypy_boto3_ec2_instance_connect:
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mypy_boto3_ecr_public:
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mypy_boto3_ecs:
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mypy_boto3_eks_auth:
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mypy_boto3_elasticache:
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mypy_boto3_elasticbeanstalk:
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mypy_boto3_elbv2:
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mypy_boto3_elementalinference:
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mypy_boto3_emr:
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mypy_boto3_finspace:
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mypy_boto3_forecast:
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mypy_boto3_forecastquery:
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mypy_boto3_frauddetector:
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mypy_boto3_fsx:
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mypy_boto3_geo_places:
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mypy_boto3_geo_routes:
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mypy_boto3_grafana:
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mypy_boto3_healthlake:
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mypy_boto3_inspector_scan:
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mypy_boto3_iotfleetwise:
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mypy_boto3_iotsecuretunneling:
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mypy_boto3_iotwireless:
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mypy_boto3_ivs:
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mypy_boto3_ivs_realtime:
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mypy_boto3_kafkaconnect:
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mypy_boto3_kendra_ranking:
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mypy_boto3_kinesisanalytics:
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mypy_boto3_kinesisvideo:
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mypy_boto3_lakeformation:
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mypy_boto3_mailmanager:
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mypy_boto3_managedblockchain:
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mypy_boto3_marketplacecommerceanalytics:
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mypy_boto3_wafv2:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-wafv2 | downloads: 259,530

mypy_boto3_wellarchitected:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-wellarchitected | downloads: 184,635

mypy_boto3_wickr:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-wickr | downloads: 173,661

mypy_boto3_wisdom:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-wisdom | downloads: 183,947

mypy_boto3_workdocs:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workdocs | downloads: 185,556

mypy_boto3_workmail:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workmail | downloads: 185,595

mypy_boto3_workmailmessageflow:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workmailmessageflow | downloads: 184,804

mypy_boto3_workspaces:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workspaces | downloads: 212,755

mypy_boto3_workspaces_instances:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workspaces-instances | downloads: 176,898

mypy_boto3_workspaces_thin_client:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workspaces-thin-client | downloads: 183,387

mypy_boto3_workspaces_web:
    boto3-stubs-full | downloads: 764,664
    mypy-boto3-workspaces-web | downloads: 184,946

mypy_boto3_xray:
    mypy-boto3-xray | downloads: 1,801,716
    boto3-stubs-full | downloads: 764,664

nat:
    nvidia-nat-core | downloads: 256,923
    nvidia-nat-langchain | downloads: 246,126
    nvidia-nat-opentelemetry | downloads: 228,848
    nvidia-nat-atif | downloads: 172,425
    nvidia-nat-eval | downloads: 170,390
    nvidia-nat-mcp | downloads: 146,306

neo4j:
    neo4j-rust-ext | downloads: 293,977
    neo4j-driver | downloads: 96,278

netifaces:
    netifaces2 | downloads: 203,357
    netifaces-plus | downloads: 120,340

newspaper:
    newspaper3k | downloads: 794,916
    newspaper4k | downloads: 330,760

ninja:
    django-ninja | downloads: 3,076,942
    mongo-ninja-python | downloads: 98,693

node_modules:
    casbin | downloads: 2,881,005
    bullmq | downloads: 2,448,241
    pycasbin | downloads: 2,173,039
    metar-taf-parser-mivek | downloads: 47,711

nonebot:
    nonebot2 | downloads: 176,579
    nonebot-adapter-onebot | downloads: 106,885

nose:
    pynose | downloads: 1,034,948
    nose-py3 | downloads: 176,027

notebooks:
    pyodps | downloads: 5,362,239
    fakesnow | downloads: 1,271,548

noxfile:
    patchelf | downloads: 13,648,979
    pybind11-global | downloads: 564,764

nr:
    nr-stream | downloads: 241,760
    nr-date | downloads: 232,136
    nr-util | downloads: 214,473

nv_one_logger:
    nv-one-logger-core | downloads: 236,283
    nv-one-logger-training-telemetry | downloads: 236,249
    nv-one-logger-pytorch-lightning-integration | downloads: 232,435

nvidia:
    nvidia-nccl-cu12 | downloads: 49,267,961
    nvidia-nccl-cu13 | downloads: 42,385,038
    nvidia-cublas | downloads: 42,291,815
    nvidia-nvjitlink | downloads: 42,158,481
    nvidia-cuda-nvrtc | downloads: 42,134,080
    nvidia-cudnn-cu13 | downloads: 41,799,346
    nvidia-cusparselt-cu13 | downloads: 41,422,599
    nvidia-nvshmem-cu13 | downloads: 41,093,738
    nvidia-cusparse | downloads: 40,909,973
    nvidia-cusolver | downloads: 40,428,331
    nvidia-cufft | downloads: 40,413,044
    nvidia-cuda-runtime | downloads: 40,230,698
    nvidia-curand | downloads: 40,161,523
    nvidia-cuda-cupti | downloads: 39,590,013
    nvidia-cufile | downloads: 39,091,019
    nvidia-nvtx | downloads: 38,854,792
    nvidia-cublas-cu12 | downloads: 26,058,541
    nvidia-cuda-nvrtc-cu12 | downloads: 25,691,385
    nvidia-cusparse-cu12 | downloads: 25,373,687
    nvidia-cudnn-cu12 | downloads: 25,366,530
    nvidia-nvjitlink-cu12 | downloads: 25,230,413
    nvidia-cufft-cu12 | downloads: 25,039,990
    nvidia-cusolver-cu12 | downloads: 24,559,016
    nvidia-curand-cu12 | downloads: 24,518,270
    nvidia-cuda-cupti-cu12 | downloads: 24,384,157
    nvidia-cuda-runtime-cu12 | downloads: 24,316,021
    nvidia-nvtx-cu12 | downloads: 22,997,364
    nvidia-cufile-cu12 | downloads: 13,874,193
    nvidia-nvshmem-cu12 | downloads: 7,264,561
    nvidia-cuda-nvcc | downloads: 2,452,632
    nvidia-cublas-cu11 | downloads: 2,416,273
    nvidia-nvvm | downloads: 2,332,147
    nvidia-cudnn-cu11 | downloads: 2,317,081
    nvidia-cuda-runtime-cu11 | downloads: 2,139,017
    nvidia-cuda-crt | downloads: 2,100,426
    nvidia-cuda-nvrtc-cu11 | downloads: 2,092,192
    nvidia-cuda-cccl | downloads: 2,036,020
    nvidia-cuda-nvdisasm | downloads: 1,762,556
    nvidia-cufft-cu11 | downloads: 1,468,867
    nvidia-cusparse-cu11 | downloads: 1,466,782
    nvidia-cusolver-cu11 | downloads: 1,465,568
    nvidia-cuda-cupti-cu11 | downloads: 1,463,436
    nvidia-curand-cu11 | downloads: 1,463,018
    nvidia-nvtx-cu11 | downloads: 1,450,612
    nvidia-nccl-cu11 | downloads: 1,409,803
    nvidia-cuda-tileiras | downloads: 1,274,454
    nvidia-cuda-nvcc-cu12 | downloads: 1,268,862
    nvidia-mathdx | downloads: 603,447
    nvidia-cuda-cccl-cu12 | downloads: 601,615
    nvidia-libnvcomp-cu12 | downloads: 341,382
    nvidia-nvimgcodec-cu12 | downloads: 167,887
    nvidia-nvcomp-cu12 | downloads: 51,512
    nvidia-nvjpeg-cu12 | downloads: 49,589
    nvidia-nvjpeg2k-cu12 | downloads: 42,831
    nvidia-nvtiff-cu12 | downloads: 42,018

nvidia_cutlass_dsl:
    nvidia-cutlass-dsl-libs-base | downloads: 6,564,578
    nvidia-cutlass-dsl-libs-cu13 | downloads: 2,187,285

nvshmem:
    nvshmem4py-cu13 | downloads: 616,564
    nvshmem4py-cu12 | downloads: 38,049

odc:
    odc-geo | downloads: 160,246
    odc-stac | downloads: 113,288
    odc-loader | downloads: 98,002

onnxruntime:
    onnxruntime-gpu | downloads: 3,015,009
    onnxruntime-directml | downloads: 103,820
    onnxruntime-openvino | downloads: 91,400

openapi:
    kombo | downloads: 107,088
    youdotcom | downloads: 50,874

opencensus:
    opencensus-context | downloads: 25,185,927
    opencensus-ext-azure | downloads: 10,922,021
    xds-protos | downloads: 611,224
    opencensus-ext-logging | downloads: 462,743
    opencensus-ext-requests | downloads: 135,676
    opencensus-proto | downloads: 93,395
    opencensus-ext-flask | downloads: 72,629

openfeature:
    openfeature-sdk | downloads: 2,203,972
    openfeature-provider-flagd | downloads: 300,021
    openfeature-flagd-core | downloads: 214,519
    openfeature-flagd-api | downloads: 214,258
    openfeature-provider-ofrep | downloads: 103,886
    openfeature-hooks-opentelemetry | downloads: 95,185

openhands:
    openhands-sdk | downloads: 11,390,604
    openhands-tools | downloads: 9,965,299
    openhands-ai | downloads: 1,598,337
    openhands-agent-server | downloads: 1,582,271
    openhands-workspace | downloads: 905,820

openid:
    python3-openid | downloads: 7,847,884
    python-openid | downloads: 218,400

openinference:
    openinference-semantic-conventions | downloads: 8,546,189
    openinference-instrumentation | downloads: 8,246,964
    openinference-instrumentation-langchain | downloads: 3,230,749
    openinference-instrumentation-openai | downloads: 2,172,461
    openinference-instrumentation-openai-agents | downloads: 1,168,781
    openinference-instrumentation-google-genai | downloads: 642,412
    openinference-instrumentation-anthropic | downloads: 630,729
    openinference-instrumentation-agno | downloads: 604,802
    openinference-instrumentation-google-adk | downloads: 555,914
    openinference-instrumentation-claude-agent-sdk | downloads: 482,171
    openinference-instrumentation-litellm | downloads: 478,061
    openinference-instrumentation-llama-index | downloads: 358,140
    openinference-instrumentation-pydantic-ai | downloads: 350,703
    openinference-instrumentation-haystack | downloads: 328,571
    openinference-instrumentation-bedrock | downloads: 204,384
    openinference-instrumentation-dspy | downloads: 180,511
    openinference-instrumentation-mcp | downloads: 162,957
    openinference-instrumentation-crewai | downloads: 87,179
    openinference-instrumentation-vertexai | downloads: 66,982

openlineage:
    openlineage-python | downloads: 25,852,805
    openlineage-integration-common | downloads: 7,945,968
    openlineage-airflow | downloads: 3,294,659
    openlineage-dbt | downloads: 184,509

opensearch:
    opensearch-protobufs | downloads: 13,457,248
    opensearch-mcp-server-py | downloads: 318,405

opentelemetry:
    opentelemetry-semantic-conventions | downloads: 536,925,948
    opentelemetry-sdk | downloads: 503,894,015
    opentelemetry-api | downloads: 468,115,368
    opentelemetry-proto | downloads: 406,924,582
    opentelemetry-exporter-otlp-proto-http | downloads: 396,472,695
    opentelemetry-instrumentation | downloads: 391,246,504
    opentelemetry-exporter-otlp-proto-common | downloads: 343,316,076
    opentelemetry-exporter-otlp-proto-grpc | downloads: 307,982,003
    opentelemetry-instrumentation-requests | downloads: 232,153,161
    opentelemetry-util-http | downloads: 215,105,569
    opentelemetry-exporter-otlp | downloads: 187,035,878
    opentelemetry-instrumentation-threading | downloads: 182,091,504
    opentelemetry-exporter-prometheus | downloads: 98,970,920
    opentelemetry-instrumentation-fastapi | downloads: 91,261,399
    opentelemetry-instrumentation-asgi | downloads: 89,187,218
    opentelemetry-instrumentation-httpx | downloads: 56,403,262
    opentelemetry-instrumentation-dbapi | downloads: 49,416,573
    opentelemetry-instrumentation-urllib3 | downloads: 48,959,296
    opentelemetry-instrumentation-psycopg2 | downloads: 48,413,273
    opentelemetry-instrumentation-wsgi | downloads: 47,893,322
    opentelemetry-instrumentation-django | downloads: 47,844,511
    opentelemetry-instrumentation-flask | downloads: 45,866,684
    opentelemetry-instrumentation-urllib | downloads: 45,402,525
    opentelemetry-instrumentation-logging | downloads: 44,855,608
    opentelemetry-instrumentation-sqlalchemy | downloads: 28,860,123
    opentelemetry-distro | downloads: 27,879,595
    opentelemetry-instrumentation-aiohttp-client | downloads: 25,854,942
    opentelemetry-instrumentation-redis | downloads: 23,499,245
    opentelemetry-semantic-conventions-ai | downloads: 21,127,134
    opentelemetry-resourcedetector-gcp | downloads: 18,744,057
    opentelemetry-instrumentation-grpc | downloads: 18,510,407
    opentelemetry-resource-detector-azure | downloads: 15,548,836
    opentelemetry-instrumentation-botocore | downloads: 13,914,666
    opentelemetry-instrumentation-system-metrics | downloads: 12,412,792
    opentelemetry-exporter-gcp-trace | downloads: 12,266,349
    opentelemetry-propagator-aws-xray | downloads: 11,841,766
    opentelemetry-instrumentation-celery | downloads: 10,730,806
    opentelemetry-exporter-gcp-logging | downloads: 8,562,506
    opentelemetry-instrumentation-lancedb | downloads: 7,262,836
    opentelemetry-exporter-gcp-monitoring | downloads: 7,089,424
    opentelemetry-instrumentation-haystack | downloads: 6,977,840
    opentelemetry-instrumentation-pinecone | downloads: 6,888,657
    opentelemetry-instrumentation-milvus | downloads: 6,877,088
    opentelemetry-instrumentation-vertexai | downloads: 6,862,237
    opentelemetry-instrumentation-bedrock | downloads: 6,463,202
    opentelemetry-instrumentation-asyncio | downloads: 6,386,794
    opentelemetry-instrumentation-cohere | downloads: 6,372,262
    opentelemetry-util-genai | downloads: 6,323,402
    opentelemetry-instrumentation-llamaindex | downloads: 6,301,438
    opentelemetry-instrumentation-crewai | downloads: 6,300,961
    opentelemetry-instrumentation-qdrant | downloads: 6,272,823
    opentelemetry-instrumentation-ollama | downloads: 6,264,106
    opentelemetry-instrumentation-alephalpha | downloads: 6,257,501
    opentelemetry-instrumentation-chromadb | downloads: 6,255,340
    opentelemetry-instrumentation-watsonx | downloads: 6,233,122
    opentelemetry-instrumentation-transformers | downloads: 6,227,782
    opentelemetry-instrumentation-replicate | downloads: 6,225,234
    opentelemetry-instrumentation-mistralai | downloads: 6,214,774
    opentelemetry-instrumentation-together | downloads: 6,205,606
    opentelemetry-instrumentation-weaviate | downloads: 6,201,234
    opentelemetry-instrumentation-marqo | downloads: 6,186,088
    opentelemetry-instrumentation-sagemaker | downloads: 6,184,285
    opentelemetry-instrumentation-mcp | downloads: 6,181,997
    opentelemetry-sdk-extension-aws | downloads: 6,174,033
    opentelemetry-instrumentation-starlette | downloads: 5,890,831
    opentelemetry-instrumentation-sqlite3 | downloads: 5,847,169
    opentelemetry-instrumentation-kafka-python | downloads: 5,835,981
    opentelemetry-instrumentation-psycopg | downloads: 5,698,267
    opentelemetry-instrumentation-langchain | downloads: 5,653,070
    opentelemetry-instrumentation-pymongo | downloads: 5,423,951
    opentelemetry-instrumentation-aiokafka | downloads: 5,298,205
    opentelemetry-instrumentation-boto3sqs | downloads: 5,204,688
    opentelemetry-instrumentation-jinja2 | downloads: 4,969,335
    opentelemetry-propagator-b3 | downloads: 4,682,686
    opentelemetry-instrumentation-aws-lambda | downloads: 4,493,568
    opentelemetry-instrumentation-anthropic | downloads: 4,271,532
    opentelemetry-instrumentation-tornado | downloads: 4,210,079
    opentelemetry-instrumentation-tortoiseorm | downloads: 4,207,663
    opentelemetry-processor-baggage | downloads: 4,198,035
    opentelemetry-instrumentation-openai | downloads: 4,191,154
    opentelemetry-instrumentation-pymysql | downloads: 4,002,947
    opentelemetry-instrumentation-pika | downloads: 3,949,781
    opentelemetry-instrumentation-falcon | downloads: 3,833,615
    opentelemetry-instrumentation-confluent-kafka | downloads: 3,758,411
    opentelemetry-instrumentation-aio-pika | downloads: 3,718,903
    opentelemetry-instrumentation-pyramid | downloads: 3,689,250
    opentelemetry-instrumentation-mysqlclient | downloads: 3,682,487
    opentelemetry-instrumentation-mysql | downloads: 3,515,542
    loongsuite-util-genai | downloads: 3,354,247
    opentelemetry-instrumentation-pymemcache | downloads: 3,348,042
    opentelemetry-instrumentation-aiopg | downloads: 3,310,706
    opentelemetry-instrumentation-cassandra | downloads: 3,307,663
    opentelemetry-instrumentation-remoulade | downloads: 3,283,922
    opentelemetry-propagator-jaeger | downloads: 3,197,907
    opentelemetry-instrumentation-elasticsearch | downloads: 3,145,945
    opentelemetry-propagator-ot-trace | downloads: 3,013,767
    opentelemetry-instrumentation-openai-agents-v2 | downloads: 2,841,447
    opentelemetry-instrumentation-google-generativeai | downloads: 2,594,149
    opentelemetry-instrumentation-google-genai | downloads: 2,472,699
    opentelemetry-instrumentation-groq | downloads: 2,355,489
    opentelemetry-instrumentation-openai-agents | downloads: 2,068,205
    opentelemetry-instrumentation-writer | downloads: 1,947,554
    opentelemetry-instrumentation-agno | downloads: 1,937,029
    opentelemetry-instrumentation-openai-v2 | downloads: 1,808,820
    opentelemetry-instrumentation-boto | downloads: 1,792,080
    opentelemetry-instrumentation-voyageai | downloads: 1,726,641
    opentelemetry-propagator-gcp | downloads: 1,617,646
    opentelemetry-instrumentation-aiohttp-server | downloads: 1,373,530
    opentelemetry-exporter-prometheus-remote-write | downloads: 1,292,745
    opentelemetry-instrumentation-click | downloads: 1,279,800
    opentelemetry-exporter-zipkin-json | downloads: 944,970
    xds-protos | downloads: 611,224
    opentelemetry-test-utils | downloads: 592,155
    opentelemetry-exporter-jaeger-thrift | downloads: 564,065
    opentelemetry-instrumentation-pymssql | downloads: 389,659
    opentelemetry-instrumentation-asyncclick | downloads: 360,753
    opentelemetry-exporter-jaeger | downloads: 346,124
    opentelemetry-exporter-jaeger-proto-grpc | downloads: 345,066
    opentelemetry-contrib-instrumentations | downloads: 339,887
    opentelemetry-exporter-zipkin-proto-http | downloads: 227,095
    opentelemetry-exporter-zipkin | downloads: 211,470
    opentelemetry-python-contrib-external-valkey | downloads: 209,121
    opentelemetry-instrumentation-sklearn | downloads: 166,421
    opentelemetry-resource-detector-containerid | downloads: 155,780
    aiobotocore-otel | downloads: 135,332
    opentelemetry-exporter-credential-provider-gcp | downloads: 19,817
    opentelemetry-instrumentation-asyncpg | downloads: 9,640,401

optimum:
    optimum-onnx | downloads: 660,578
    optimum-quanto | downloads: 288,790
    optimum-intel | downloads: 149,638

options:
    teradataml | downloads: 468,167
    pyiqa | downloads: 397,996

orbax:
    orbax-checkpoint | downloads: 5,634,670
    orbax-export | downloads: 439,712

osgeo:
    gdal | downloads: 371,485
    pygdal | downloads: 128,008

paddle:
    paddlepaddle | downloads: 2,434,818
    paddlepaddle-gpu | downloads: 49,410

paho:
    paho-mqtt | downloads: 8,640,085
    tb-paho-mqtt-client | downloads: 104,199

pandas_profiling:
    ydata-profiling | downloads: 1,745,061
    pandas-profiling | downloads: 376,254

pandas_ta:
    pandas-ta | downloads: 840,266
    ft-pandas-ta | downloads: 279,877

paste:
    pastedeploy | downloads: 2,946,145
    pastescript | downloads: 94,605

pdm:
    pdm-backend | downloads: 5,447,468
    pdm-pep517 | downloads: 196,524

pdm_build:
    typer-slim | downloads: 19,900,894
    go-task-bin | downloads: 179,033
    fastapi-slim | downloads: 71,212
    typer-cli | downloads: 70,149

peewee-stubs:
    peewee | downloads: 49,097,060
    types-peewee | downloads: 103,029

percy:
    percy-appium-app | downloads: 269,374
    percy-selenium | downloads: 131,828

phoenix:
    arize-phoenix | downloads: 2,235,543
    arize-phoenix-otel | downloads: 1,910,556
    arize-phoenix-client | downloads: 1,083,209
    arize-phoenix-evals | downloads: 825,359

pika-stubs:
    types-pika-ts | downloads: 184,259
    types-pika | downloads: 143,094

pinecone_plugins:
    pinecone-plugin-assistant | downloads: 1,882,104
    pinecone-plugin-inference | downloads: 457,062

piplicenses:
    pip-licenses | downloads: 3,549,700
    pip-licenses-cli | downloads: 96,978

playwright_stealth:
    playwright-stealth | downloads: 3,289,760
    tf-playwright-stealth | downloads: 624,632

plugins:
    leptonai | downloads: 606,014
    hermes-agent | downloads: 534,932
    fiftyone | downloads: 249,943

plum:
    plum-dispatch | downloads: 1,735,868
    plum-py | downloads: 117,369

polars:
    polars-lts-cpu | downloads: 591,734
    polars-u64-idx | downloads: 64,836

pptx:
    python-pptx | downloads: 63,513,579
    pypptx-with-oxml | downloads: 152,790

pre_commit_hooks:
    pre-commit-hooks | downloads: 1,797,797
    dbt-autofix | downloads: 176,004

progressbar:
    progressbar2 | downloads: 18,924,738
    progressbar33 | downloads: 295,611

promptflow:
    promptflow-core | downloads: 188,889
    promptflow-devkit | downloads: 186,764
    promptflow-tracing | downloads: 185,683
    promptflow-tools | downloads: 34,126

protoc_gen_openapiv2:
    tecton | downloads: 1,969,130
    authzed | downloads: 955,950

protoc_gen_openapiv2/options:
    protoc-gen-openapiv2 | downloads: 1,955,463
    grpc-gateway-protoc-gen-openapiv2 | downloads: 201,171

psycopg2:
    psycopg2-binary | downloads: 265,483,656
    aws-psycopg2 | downloads: 3,282,609

pubsub:
    pypubsub | downloads: 303,338
    canvas | downloads: 51,688

pulp_glue:
    pulp-glue | downloads: 228,412
    pulp-glue-deb | downloads: 68,767

pulpcore:
    pulp-cli | downloads: 122,417
    pulp-cli-deb | downloads: 64,490

pulsar:
    pulsar-client | downloads: 1,228,250
    pulsar-galaxy-lib | downloads: 106,188

py:
    pytest | downloads: 1,060,160,263
    pytrec-eval | downloads: 108,816

py_avro_schema:
    py-avro-schema | downloads: 122,907
    localstack-py-avro-schema | downloads: 41,055

py_lets_be_rational:
    lets-be-rational | downloads: 121,324
    py-lets-be-rational | downloads: 116,447

py_mini_racer:
    mini-racer | downloads: 1,599,427
    py-mini-racer | downloads: 1,265,010
    akracer | downloads: 1,044,613

pyannote:
    pyannote-database | downloads: 3,118,303
    pyannote-metrics | downloads: 3,037,229
    pyannote-core | downloads: 2,895,092
    pyannote-audio | downloads: 2,343,344
    pyannote-pipeline | downloads: 2,232,919

pyarmor:
    pyarmor-cli-core | downloads: 479,772
    pyarmor-cli-core-linux | downloads: 134,560
    pyarmor-cli-core-alpine | downloads: 115,944

pyats:
    pyats-datastructures | downloads: 272,073
    pyats-log | downloads: 270,418
    pyats-topology | downloads: 270,355
    pyats-aereport | downloads: 270,347
    pyats-async | downloads: 270,072
    pyats-connections | downloads: 269,966
    pyats-utils | downloads: 269,908
    pyats-kleenex | downloads: 269,884
    pyats-aetest | downloads: 269,788
    pyats-results | downloads: 269,714
    pyats-easypy | downloads: 269,454
    pyats-tcl | downloads: 269,375
    pyats-reporter | downloads: 269,320
    pyats-contrib | downloads: 180,971
    pyats-robot | downloads: 180,758

pybars:
    pybars3 | downloads: 351,394
    pybars4 | downloads: 280,660

pycrdt:
    pycrdt-websocket | downloads: 715,300
    pycrdt-store | downloads: 500,887

pydev_app_engine_debug_startup:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydev_ipython:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydevconsole:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydevd_file_utils:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydevd_plugins:
    omegaconf | downloads: 42,238,333
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydevd_tracing:
    pydevd | downloads: 1,278,925
    pydevd-pycharm | downloads: 588,776

pydispatch:
    pydispatcher | downloads: 3,220,066
    pypydispatcher | downloads: 219,298

pyflink:
    apache-flink | downloads: 210,515
    apache-flink-libraries | downloads: 157,676

pymatgen:
    pymatgen-io-validation | downloads: 1,784,470
    pymatgen-core | downloads: 707,632

pymupdf:
    pymupdf-layout | downloads: 21,171,688
    pymupdfb | downloads: 3,315,378
    pymupdfpro | downloads: 336,122
    pymupdf-stubs | downloads: 119,251

pynvml:
    nvidia-ml-py | downloads: 20,614,820
    nvidia-ml-py3 | downloads: 419,256

pyrogram:
    pyrofork | downloads: 249,902
    kurigram | downloads: 86,610
    pyrotgfork | downloads: 43,786

pyroscope:
    pyroscope-io | downloads: 14,810,984
    pyroscope-otel | downloads: 1,381,516

pyspark:
    databricks-connect | downloads: 11,892,750
    pyspark-client | downloads: 2,098,121
    pyspark-stubs | downloads: 111,058
    pyspark-extension | downloads: 91,407

pytoniq_core:
    pytoniq-core-fork | downloads: 168,954
    pytoniq-core | downloads: 113,628

qase:
    qase-api-client | downloads: 150,750
    qase-python-commons | downloads: 147,801
    qase-api-v2-client | downloads: 139,447
    qase-pytest | downloads: 127,604

re2:
    google-re2 | downloads: 16,357,507
    pyre2 | downloads: 65,826

readline:
    pyreadline3 | downloads: 7,195,103
    gnureadline | downloads: 348,444

recipes:
    speechbrain | downloads: 1,854,971
    torchtune | downloads: 308,708

redis_cache:
    python-redis-cache | downloads: 181,869
    django-redis-cache | downloads: 71,941

regula:
    regula-documentreader-webclient | downloads: 24,332
    regula-facesdk-webclient | downloads: 9,731

repoze:
    repoze-lru | downloads: 3,087,491
    repoze-who | downloads: 127,943
    repoze-sendmail | downloads: 82,637

requests_unixsocket:
    requests-unixsocket | downloads: 2,809,403
    requests-unixsocket2 | downloads: 484,100

requirements:
    requirements-parser | downloads: 17,757,067
    aws-sam-cli | downloads: 2,273,959
    feast | downloads: 665,997
    ada-url | downloads: 416,101
    rax | downloads: 151,834
    tsdb | downloads: 121,702
    benchpots | downloads: 116,257

resolver:
    sceptre-cmd-resolver | downloads: 109,740
    sceptre-file-resolver | downloads: 109,385

resources:
    diagrams | downloads: 6,983,884
    pytest-textual-snapshot | downloads: 320,893
    qrdet | downloads: 79,902

rest_framework-stubs:
    djangorestframework-stubs | downloads: 6,038,843
    djangorestframework-types | downloads: 383,941

rest_framework_jwt:
    drf-jwt | downloads: 448,160
    djangorestframework-jwt | downloads: 195,217

retinaface:
    retina-face | downloads: 199,295
    retinaface-py | downloads: 170,234

robocorp:
    robocorp-vault | downloads: 637,703
    robocorp-storage | downloads: 546,410
    robocorp-log | downloads: 330,188
    robocorp-tasks | downloads: 319,067
    robocorp-workitems | downloads: 310,865
    robocorp-browser | downloads: 197,651

robot:
    robotframework | downloads: 4,840,199
    rpaframework | downloads: 701,783

robotcode:
    robotcode-plugin | downloads: 77,673
    robotcode-robot | downloads: 77,563
    robotcode-core | downloads: 77,284
    robotcode-runner | downloads: 69,019
    robotcode-modifiers | downloads: 62,587

robots:
    robotspy | downloads: 484,373
    django-robots | downloads: 165,051

rpy2:
    rpy2-robjects | downloads: 106,688
    rpy2-rinterface | downloads: 88,010

ruamel:
    ruamel-yaml | downloads: 198,612,974
    ruamel-yaml-clib | downloads: 85,824,504
    ruamel-yaml-jinja2 | downloads: 1,425,345
    ruamel-yaml-string | downloads: 347,215
    ruamel-base | downloads: 152,378

run_tests:
    webapp2 | downloads: 236,830
    stem | downloads: 226,639

runtests:
    django-sql-utils | downloads: 162,377
    rest-condition | downloads: 89,249
    django-memoize | downloads: 87,419
    django-user-accounts | downloads: 63,314

rxfoundry:
    rxfoundry-clients-swifty-api | downloads: 12,522
    rxfoundry-clients-swifty-oauth-api | downloads: 11,814

sage:
    passagemath-homfly | downloads: 25,583
    sage-ai-cli | downloads: 23,689
    passagemath-coxeter3 | downloads: 18,252
    passagemath-glpk | downloads: 16,238
    passagemath-gap | downloads: 14,230
    passagemath-libecm | downloads: 13,992
    passagemath-planarity | downloads: 13,661
    passagemath-meataxe | downloads: 12,342
    passagemath-cliquer | downloads: 11,159
    passagemath-libbraiding | downloads: 10,952
    passagemath-cddlib | downloads: 10,842
    passagemath-kissat | downloads: 10,794
    passagemath-rankwidth | downloads: 10,239
    passagemath-lrslib | downloads: 10,090
    passagemath-benzene | downloads: 9,611
    passagemath-buckygen | downloads: 9,468
    passagemath-sympow | downloads: 9,035
    passagemath-plantri | downloads: 8,166
    passagemath-glucose | downloads: 7,700
    passagemath-rubiks | downloads: 7,605
    passagemath-tdlib | downloads: 7,512
    passagemath-mcqd | downloads: 7,386

sagemaker:
    sagemaker-core | downloads: 7,680,892
    sagemaker-serve | downloads: 1,335,281
    sagemaker-train | downloads: 1,322,170
    sagemaker-mlops | downloads: 1,312,013

samples:
    azure-datalake-store | downloads: 22,489,056
    azure-cosmosdb-table | downloads: 2,687,419
    pynvvideocodec | downloads: 952,565
    ebaysdk | downloads: 128,369
    amazon-kclpy | downloads: 62,169

scenario:
    ops-scenario | downloads: 136,255
    langwatch-scenario | downloads: 94,320

scripts:
    types-awscrt | downloads: 55,229,550
    prance | downloads: 6,080,525
    palettable | downloads: 2,626,453
    tensordict | downloads: 2,573,891
    unleashclient | downloads: 2,298,836
    ibm-watsonx-ai | downloads: 2,272,346
    nemo-toolkit | downloads: 1,601,066
    unsloth-zoo | downloads: 1,379,632
    torchrl | downloads: 1,240,022
    botorch | downloads: 911,729
    xdsl | downloads: 494,942
    openshift | downloads: 491,738
    mlforecast | downloads: 479,562
    reflex | downloads: 396,533
    fitz | downloads: 331,185
    fleet-python | downloads: 296,759
    proces | downloads: 281,428
    workspace-mcp | downloads: 250,263
    open-interpreter | downloads: 228,108
    paracelsus | downloads: 202,355
    ax-platform | downloads: 189,115
    linode-api4 | downloads: 184,209
    tinybird | downloads: 174,308
    behavex | downloads: 167,318
    django-cms | downloads: 128,904
    cuga | downloads: 120,563
    mace-torch | downloads: 114,362
    langchain-cli | downloads: 107,001
    pagerduty-mcp | downloads: 102,523
    torch-directml | downloads: 84,428
    verl | downloads: 80,282
    tensordict-nightly | downloads: 51,098
    audiocraft | downloads: 18,173

serial:
    pyserial | downloads: 16,928,109
    pyserial-labgrid | downloads: 63,925

services:
    oci-cli | downloads: 1,969,854
    mcpforunityserver | downloads: 265,705

settings:
    edx-opaque-keys | downloads: 119,965
    canvas | downloads: 51,688

setup:
    cvxpy | downloads: 5,310,742
    cvxpy-base | downloads: 189,531

setupinfo:
    mysql-connector | downloads: 1,319,650
    mysql-connector-python-rf | downloads: 162,899

sgl_kernel:
    sglang-kernel | downloads: 739,299
    sgl-kernel | downloads: 141,380

sha3:
    safe-pysha3 | downloads: 350,470
    pysha3 | downloads: 142,008

share:
    mitsuba | downloads: 360,539
    libigl | downloads: 249,855
    lcm | downloads: 125,250
    ruckig | downloads: 96,964

sherpa_onnx:
    sherpa-onnx | downloads: 1,013,957
    sherpa-onnx-core | downloads: 741,999

sigma:
    pysigma | downloads: 455,763
    pysigma-backend-splunk | downloads: 126,581
    pysigma-backend-elasticsearch | downloads: 108,215

singer:
    pipelinewise-singer-python | downloads: 866,282
    singer-python | downloads: 491,473

skvideo:
    scikit-video | downloads: 1,209,834
    sk-video | downloads: 254,995

sky:
    skypilot | downloads: 1,805,124
    skypilot-nightly | downloads: 101,461

sky_templates:
    skypilot | downloads: 1,805,124
    skypilot-nightly | downloads: 101,461

slack:
    slack-sdk | downloads: 98,557,915
    slackclient | downloads: 7,302,330
    pyslack | downloads: 122,016

slugify:
    python-slugify | downloads: 87,043,938
    unicode-slugify | downloads: 84,617

smbclient:
    smbprotocol | downloads: 11,986,306
    pysmbclient | downloads: 67,159

snowflake:
    snowflake-connector-python | downloads: 180,689,450
    snowflake-snowpark-python | downloads: 94,668,735
    snowflake-sqlalchemy | downloads: 74,931,366
    snowflake-core | downloads: 5,567,161
    snowflake-legacy | downloads: 3,507,847
    snowflake-cli | downloads: 1,059,654
    snowflake-ml-python | downloads: 996,887
    snowflake-id | downloads: 172,871
    snowpipe-streaming | downloads: 159,466
    snowflake-telemetry-python | downloads: 113,318
    snowpark-connect | downloads: 109,206

snowplow_tracker:
    snowplow-tracker | downloads: 22,163,081
    minimal-snowplow-tracker | downloads: 3,813,091

socks:
    pysocks | downloads: 64,365,097
    python-ssl-checker | downloads: 19,167

soda:
    soda-core-spark | downloads: 2,968,618
    soda-core-spark-df | downloads: 2,910,701
    soda-core-duckdb | downloads: 349,745
    soda-core-snowflake | downloads: 155,157
    soda-core-redshift | downloads: 116,345

speechmatics:
    speechmatics-rt | downloads: 263,157
    speechmatics-voice | downloads: 207,382

sphinx:
    botorch | downloads: 911,729
    ax-platform | downloads: 189,115

sphinxcontrib:
    sphinxcontrib-serializinghtml | downloads: 29,206,783
    sphinxcontrib-htmlhelp | downloads: 26,460,387
    sphinxcontrib-qthelp | downloads: 26,446,943
    sphinxcontrib-applehelp | downloads: 26,420,648
    sphinxcontrib-devhelp | downloads: 26,401,737
    sphinxcontrib-jsmath | downloads: 25,465,801
    sphinxcontrib-jquery | downloads: 11,166,539
    sphinxcontrib-mermaid | downloads: 6,277,890
    sphinxcontrib-spelling | downloads: 3,328,131
    sphinxcontrib-httpdomain | downloads: 3,298,129
    sphinxcontrib-websupport | downloads: 1,365,569
    sphinxcontrib-bibtex | downloads: 968,096
    sphinxcontrib-plantuml | downloads: 573,009
    sphinxcontrib-confluencebuilder | downloads: 465,733
    autodoc-pydantic | downloads: 400,259
    sphinxcontrib-napoleon | downloads: 381,612
    sphinxcontrib-redoc | downloads: 351,960
    sphinxcontrib-svg2pdfconverter | downloads: 312,905
    sphinxcontrib-openapi | downloads: 292,275
    sphinxcontrib-video | downloads: 286,450
    sphinxcontrib-youtube | downloads: 270,750
    sphinxcontrib-programoutput | downloads: 213,042
    sphinxcontrib-towncrier | downloads: 185,209
    sphinxcontrib-apidoc | downloads: 175,716
    sphinxcontrib-katex | downloads: 156,573
    sphinxcontrib-runcmd | downloads: 139,066
    sphinxcontrib-datatemplates | downloads: 122,227
    sphinxcontrib-googleanalytics | downloads: 107,350
    sphinxcontrib-log-cabinet | downloads: 85,176
    sphinxcontrib-images | downloads: 79,160
    sphinxcontrib-blockdiag | downloads: 69,173

sphinxext:
    sphinxext-opengraph | downloads: 700,207
    sphinxext-rediraffe | downloads: 238,952

spire:
    spire-xls | downloads: 105,190
    spire-doc | downloads: 81,909

spotinst_agent:
    spotinst-agent-2 | downloads: 447,437
    spotinst-agent | downloads: 283,015

sql:
    ipython-sql | downloads: 358,691
    jupysql | downloads: 148,255
    python-sql | downloads: 103,344

sqlalchemy-stubs:
    sqlalchemy2-stubs | downloads: 2,519,011
    types-sqlalchemy | downloads: 430,117

sqlalchemy_redshift:
    sqlalchemy-redshift | downloads: 5,126,278
    chalk-sqlalchemy-redshift | downloads: 241,733

sqlcipher3:
    sqlcipher3-wheels | downloads: 113,882
    sqlcipher3-binary | downloads: 108,618

sqlglot:
    sqlglotc | downloads: 2,050,339
    acryl-sqlglot | downloads: 91,735

sqs_extended_client:
    amazon-sqs-extended-client | downloads: 225,740
    sqs-extended-client | downloads: 71,455

src:
    clevercsv | downloads: 423,013
    dlt-meta | downloads: 232,264
    mkdocs-plugin-inline-svg | downloads: 76,562

statsd:
    statsd-python | downloads: 318,996
    statsd-tags | downloads: 145,634
    python-statsd | downloads: 84,407

statsig_python_core:
    statsig-python-core | downloads: 3,804,502
    oai-statsig-python-core | downloads: 742,242

suds:
    suds-community | downloads: 3,975,308
    suds-py3 | downloads: 920,009

svg:
    svg-path | downloads: 2,565,274
    django-inline-svg | downloads: 67,374

tap:
    typed-argument-parser | downloads: 292,913
    tap-py | downloads: 183,586

telnetlib:
    telnetlib3 | downloads: 1,702,170
    standard-telnetlib | downloads: 572,130

templates:
    speechbrain | downloads: 1,854,971
    autogen | downloads: 163,933

tencentcloud:
    tencentcloud-sdk-python-common | downloads: 1,071,147
    tencentcloud-sdk-python | downloads: 580,300

tensorflow:
    tensorflow-cpu | downloads: 1,746,891
    tf-nightly | downloads: 648,146
    tensorflow-intel | downloads: 187,443
    tensorflow-cpu-aws | downloads: 142,210
    tensorflow-aarch64 | downloads: 131,751

tensorflow_datasets:
    tensorflow-datasets | downloads: 1,663,918
    tfds-nightly | downloads: 159,057

tensorflow_estimator:
    tensorflow-estimator | downloads: 9,589,378
    tf-estimator-nightly | downloads: 76,953

tensorflow_probability:
    tensorflow-probability | downloads: 1,151,469
    tfp-nightly | downloads: 238,260

tensorrt:
    tensorrt-cu12 | downloads: 189,290
    tensorrt-cu13 | downloads: 137,766

tensorrt_bindings:
    tensorrt-cu12-bindings | downloads: 256,042
    tensorrt-cu13-bindings | downloads: 203,212

test:
    dbt-protos | downloads: 31,094,239
    sendgrid | downloads: 26,646,285
    capi-param-builder-python | downloads: 3,435,755
    einx | downloads: 2,664,157
    palettable | downloads: 2,626,453
    chess | downloads: 2,486,554
    glob2 | downloads: 1,071,664
    svgelements | downloads: 1,038,154
    mkdocs-mermaid2-plugin | downloads: 972,262
    dkimpy | downloads: 799,800
    ir-datasets | downloads: 690,438
    xds-protos | downloads: 611,224
    pypd | downloads: 546,251
    cloudsmith-api | downloads: 500,868
    siphash24 | downloads: 478,364
    phonemizer | downloads: 448,444
    aiobreaker | downloads: 399,372
    tarsafe | downloads: 378,372
    matrix-client | downloads: 360,156
    flask-silk | downloads: 329,671
    pycups | downloads: 313,372
    joblibspark | downloads: 284,341
    mdxpy | downloads: 254,545
    readline | downloads: 251,978
    rocrate | downloads: 235,985
    lib4sbom | downloads: 229,723
    pmtiles | downloads: 220,352
    neomodel | downloads: 210,935
    cyscale | downloads: 196,688
    nlpaug | downloads: 188,577
    grafana-client | downloads: 176,444
    sparkpost | downloads: 168,764
    flask-redis | downloads: 153,837
    swagger-ui-py | downloads: 152,714
    finvizfinance | downloads: 151,453
    devcycle-python-server-sdk | downloads: 150,177
    bandwidth-sdk | downloads: 148,046
    pysmartdl | downloads: 141,413
    lycoris-lora | downloads: 116,179
    selenium-screenshot | downloads: 115,206
    smartapi-python | downloads: 105,131
    pydantic-tes | downloads: 102,558
    unfoldnd | downloads: 102,445
    sslcrypto | downloads: 85,103
    tfidf-matcher | downloads: 83,498
    django-diagram | downloads: 82,775
    conjur-client | downloads: 81,549
    homebase | downloads: 81,414
    python-ranges | downloads: 78,888
    mparticle | downloads: 67,836
    fingerprint-pro-server-api-sdk | downloads: 63,026
    edx-lint | downloads: 62,131
    databricks-mosaic | downloads: 46,785
    simple-slurm | downloads: 20,588
    assisted-service-client | downloads: 19,377

test_app:
    django-registration-redux | downloads: 74,937
    django-smart-selects | downloads: 66,867

test_community:
    botorch | downloads: 911,729
    python-louvain | downloads: 391,825

testcontainers:
    testcontainers-core | downloads: 328,524
    testcontainers-postgres | downloads: 75,922

testing:
    testing-common-database | downloads: 5,157,059
    testing-postgresql | downloads: 5,146,830
    anndata | downloads: 1,681,341
    legacy-api-wrap | downloads: 1,111,337
    scanpy | downloads: 929,575
    fast-array-utils | downloads: 377,354
    dtreeviz | downloads: 72,825

testit:
    func-timeout | downloads: 7,183,126
    testit-python-commons | downloads: 34,528

tests:
    ydb | downloads: 201,827,054
    looker-sdk | downloads: 19,432,055
    smdebug-rulesconfig | downloads: 16,474,654
    swesmith | downloads: 15,320,259
    keyrings-google-artifactregistry-auth | downloads: 14,206,228
    firecrawl-py | downloads: 7,033,435
    prance | downloads: 6,080,525
    roboflow | downloads: 5,306,073
    databricks-vectorsearch | downloads: 3,417,951
    dynamodb-json | downloads: 3,156,534
    python-barcode | downloads: 2,988,212
    markdown-to-mrkdwn | downloads: 2,890,151
    azure-cosmosdb-table | downloads: 2,687,419
    waybackpy | downloads: 2,602,107
    databricks-ai-search | downloads: 2,421,192
    mleap | downloads: 2,229,699
    adagio | downloads: 2,182,144
    nemo-toolkit | downloads: 1,601,066
    unsloth-zoo | downloads: 1,379,632
    textstat | downloads: 1,378,007
    pandas-datareader | downloads: 1,370,871
    pyrootutils | downloads: 1,323,183
    firecrawl | downloads: 1,317,100
    py-order-utils | downloads: 1,277,659
    collate-sqllineage | downloads: 1,264,183
    artifacts-keyring | downloads: 1,244,528
    py-asciimath | downloads: 1,160,979
    azureml-featurestore | downloads: 1,095,358
    esp-coredump | downloads: 1,070,556
    django-vite | downloads: 1,060,759
    openapi-schema-pydantic | downloads: 1,003,893
    eventkit | downloads: 951,970
    spacy-language-detection | downloads: 951,586
    cint | downloads: 935,850
    azure-functions-durable | downloads: 922,967
    logzio-python-handler | downloads: 890,925
    torch-fidelity | downloads: 885,987
    cvdupdate | downloads: 868,790
    cerberus-python-client | downloads: 818,682
    py-builder-signing-sdk | downloads: 802,086
    draccus | downloads: 800,845
    pylint-gitlab | downloads: 787,120
    pyjks | downloads: 765,528
    piccolo | downloads: 763,958
    python-json-config | downloads: 750,527
    py-clob-client | downloads: 734,430
    optimizely-sdk | downloads: 665,551
    tgcrypto | downloads: 643,025
    oauth2 | downloads: 595,801
    confusables | downloads: 580,354
    django-bulk-update | downloads: 544,846
    ha-mcp | downloads: 533,960
    descript-audio-codec | downloads: 529,030
    graypy | downloads: 527,279
    fast-diff-match-patch | downloads: 498,332
    propka | downloads: 497,349
    xdsl | downloads: 494,942
    latex2sympy2 | downloads: 494,188
    mlforecast | downloads: 479,562
    pydomo | downloads: 451,603
    x690 | downloads: 450,918
    tableschema | downloads: 444,452
    color-matcher | downloads: 442,963
    cloudconvert | downloads: 440,886
    html-for-docx | downloads: 432,432
    rq-dashboard | downloads: 423,716
    nutter | downloads: 418,428
    ada-url | downloads: 416,101
    flask-script | downloads: 401,200
    django-hosts | downloads: 398,763
    pyiqa | downloads: 397,996
    dataflows-tabulator | downloads: 396,958
    reflex | downloads: 396,533
    ciscoconfparse | downloads: 394,546
    softlayer | downloads: 383,753
    tf2onnx | downloads: 381,485
    pybars3 | downloads: 351,394
    django-cryptography-django5 | downloads: 340,362
    testcontainers-core | downloads: 328,524
    parameter-decorators | downloads: 327,600
    time-aware-imputer | downloads: 325,716
    pytorch-forecasting | downloads: 320,460
    argostranslate | downloads: 318,057
    appdata | downloads: 308,836
    pennylane | downloads: 307,416
    fleet-python | downloads: 296,759
    cmreshandler | downloads: 291,673
    azure-cli-diff-tool | downloads: 287,879
    supertokens-python | downloads: 281,399
    pybars4 | downloads: 280,660
    pymonetdb | downloads: 257,863
    simple-dwd-weatherforecast | downloads: 254,501
    robotframework-appiumlibrary | downloads: 252,601
    django-pipeline | downloads: 251,873
    coinbase-advanced-py | downloads: 248,626
    multiprocessing-logging | downloads: 247,481
    dataframe-image | downloads: 246,542
    actions-toolkit | downloads: 225,390
    mastercard-oauth1-signer | downloads: 222,914
    threadloop | downloads: 222,479
    model-index | downloads: 221,845
    pyrtf3 | downloads: 220,551
    text2digits | downloads: 213,694
    duplocloud-client | downloads: 211,164
    csv-diff | downloads: 208,653
    streamlit-pdf-viewer | downloads: 207,386
    tosa-tools | downloads: 205,559
    recurly | downloads: 204,888
    fastapi-events | downloads: 198,991
    rootutils | downloads: 198,746
    learnosity-sdk | downloads: 193,551
    to-requirements-txt | downloads: 193,008
    glicko2 | downloads: 186,719
    nassl | downloads: 181,650
    iterative-stratification | downloads: 178,656
    apimatic-core | downloads: 178,097
    launchable | downloads: 174,910
    tinybird | downloads: 174,308
    phply | downloads: 174,076
    base58check | downloads: 173,867
    persisting-theory | downloads: 167,325
    behavex | downloads: 167,318
    connector-sdk-types | downloads: 166,429
    radish-bdd | downloads: 164,765
    pyodata | downloads: 162,428
    flake8-formatter-junit-xml | downloads: 161,035
    pytest-container | downloads: 160,511
    contentstack-utils | downloads: 159,044
    terraform-compliance | downloads: 157,774
    sphinxcontrib-katex | downloads: 156,573
    pynamodb-attributes | downloads: 155,551
    dataengine | downloads: 153,992
    bitcoinlib | downloads: 153,287
    f90nml | downloads: 151,638
    slh-dsa | downloads: 151,539
    schwab-py | downloads: 151,324
    mock-firestore | downloads: 150,728
    apimatic-requests-client-adapter | downloads: 149,399
    humps | downloads: 147,578
    fold-to-ascii | downloads: 146,239
    tiktokapi | downloads: 144,120
    fuzzyfinder | downloads: 143,945
    rouge-metric | downloads: 143,307
    observable | downloads: 141,621
    py-builder-relayer-client | downloads: 140,821
    mlb-statsapi | downloads: 139,757
    paddle-python-sdk | downloads: 137,765
    django-slack | downloads: 133,249
    lightphe | downloads: 130,946
    pypemicro | downloads: 130,043
    tacacs-plus | downloads: 129,950
    ebaysdk | downloads: 128,369
    garmin-fit-sdk | downloads: 128,279
    pylint-protobuf | downloads: 125,931
    piecewise-regression | downloads: 125,664
    tabulator | downloads: 125,260
    clabe | downloads: 125,005
    filestack-python | downloads: 124,690
    pytest-operator | downloads: 124,578
    phone-iso3166 | downloads: 121,565
    nemo-text-processing | downloads: 120,586
    mailosaur | downloads: 120,441
    sax | downloads: 118,765
    cufile-python | downloads: 117,611
    kuksa-client | downloads: 117,220
    sentry-kafka-schemas | downloads: 115,457
    mace-torch | downloads: 114,362
    django-queryable-properties | downloads: 110,967
    airporttime | downloads: 110,682
    yorm | downloads: 109,915
    pybatfish | downloads: 109,543
    laion-clap | downloads: 107,563
    jsql | downloads: 107,238
    pybboxes | downloads: 106,517
    freeze-uuid | downloads: 106,332
    pyeventsystem | downloads: 104,849
    polarion | downloads: 103,056
    pagerduty-mcp | downloads: 102,523
    django-more-admin-filters | downloads: 101,324
    ofxtools | downloads: 100,975
    iab-tcf | downloads: 100,940
    cloudshell-shell-core | downloads: 100,063
    json-timeseries | downloads: 99,864
    robin-stocks | downloads: 97,022
    mssql | downloads: 96,166
    audeer | downloads: 96,117
    lambda-warmer-py | downloads: 95,113
    punq | downloads: 92,714
    djangocms-text-ckeditor | downloads: 92,145
    indic-transliteration | downloads: 91,340
    audmath | downloads: 90,478
    aimrecords | downloads: 90,028
    stubs | downloads: 89,202
    django-versatileimagefield | downloads: 87,567
    ncls | downloads: 85,729
    keyphrase-vectorizers | downloads: 84,156
    surveygizmo | downloads: 83,644
    gpt-researcher | downloads: 81,308
    verl | downloads: 80,282
    python-resize-image | downloads: 79,033
    rwslib | downloads: 78,835
    dominodatalab | downloads: 77,784
    govee-api-laggat | downloads: 76,161
    testcontainers-postgres | downloads: 75,922
    pampy | downloads: 74,682
    e3nn-jax | downloads: 74,197
    pydevicetree | downloads: 73,976
    tpu-inference | downloads: 73,859
    opensimplex | downloads: 73,299
    gpflow | downloads: 70,699
    quart-compress | downloads: 69,196
    pyranges | downloads: 68,998
    pylint-flask-sqlalchemy | downloads: 67,654
    plim | downloads: 66,073
    mastercard-api-core | downloads: 65,612
    python-upwork-oauth2 | downloads: 65,584
    playback-studio | downloads: 64,834
    pyswarms | downloads: 64,803
    pyspark-nested-functions | downloads: 64,292
    tcvectordb | downloads: 62,799
    flask-awscognito | downloads: 60,589
    iteround | downloads: 57,411
    klaviyo | downloads: 55,984
    aiohttp-security | downloads: 53,365
    clawmetry | downloads: 51,853
    django-pgcrypto-fields | downloads: 49,509
    ha-mcp-dev | downloads: 46,378
    zccache | downloads: 42,792
    relenv | downloads: 36,248
    datarobot-early-access | downloads: 33,765
    bec-lib | downloads: 26,986
    bec-server | downloads: 26,076
    jina | downloads: 24,824
    cuenca-validations | downloads: 21,954
    torchmonarch | downloads: 21,493
    connector-py | downloads: 18,251
    flask-monitoringdashboard | downloads: 10,846
    abstra | downloads: 10,270
    debug-mgr | downloads: 7,910
    transformers-cfg | downloads: 2,916
    gluoncv | downloads: 51,745

tf_keras:
    tf-keras | downloads: 3,859,455
    tf-keras-nightly | downloads: 1,129,996

third_party:
    pytype | downloads: 902,235
    tensorflow-cpu-aws | downloads: 142,210
    tensorflow-aarch64 | downloads: 131,751
    torch-directml | downloads: 84,428

titiler:
    titiler-core | downloads: 160,840
    titiler-mosaic | downloads: 97,327
    titiler-extensions | downloads: 81,905
    titiler-application | downloads: 75,638

tobikodata:
    tobiko-cloud-helpers | downloads: 17,599
    tobiko-cloud-api-client | downloads: 14,832

tools:
    sglang | downloads: 316,597,633
    cron-descriptor | downloads: 23,838,975
    speechbrain | downloads: 1,854,971
    fakesnow | downloads: 1,271,548
    zigpy | downloads: 674,160
    hermes-agent | downloads: 534,932
    tf2onnx | downloads: 381,485
    opensearch-mcp-server-py | downloads: 318,405
    lib4sbom | downloads: 229,723
    strands-agents-builder | downloads: 216,049
    pymgclient | downloads: 128,702
    tpu-inference | downloads: 73,859
    office-powerpoint-mcp-server | downloads: 31,664

toon:
    python-toon | downloads: 672,276
    toonify | downloads: 68,391

torch_geometric:
    torch-geometric | downloads: 1,411,998
    pyg-nightly | downloads: 15,431

trame:
    trame-vtk | downloads: 1,143,435
    trame-client | downloads: 1,089,139
    trame-vuetify | downloads: 1,033,828
    trame-components | downloads: 715,494
    trame-router | downloads: 100,724

transformer_engine:
    transformer-engine | downloads: 115,744
    transformer-engine-cu12 | downloads: 68,222

triton:
    triton-windows | downloads: 508,867
    triton-ascend | downloads: 148,466

triton_kernels:
    sglang-kernel | downloads: 739,299
    sgl-kernel | downloads: 141,380

tsv:
    linear-tsv | downloads: 235,393
    tsv2py | downloads: 90,806

tutorials:
    speechbrain | downloads: 1,854,971
    botorch | downloads: 911,729
    ax-platform | downloads: 189,115
    nuscenes-devkit | downloads: 176,105

twisted:
    autobahn | downloads: 6,787,951
    daphne | downloads: 5,989,845
    teamcity-messages | downloads: 754,608
    txtorcon | downloads: 705,409

twitter:
    python-twitter | downloads: 107,880
    twitter-common-lang | downloads: 54,535

types_aiobotocore_accessanalyzer:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-accessanalyzer | downloads: 58,168

types_aiobotocore_account:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-account | downloads: 59,683

types_aiobotocore_acm:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-acm | downloads: 160,253

types_aiobotocore_aiops:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-aiops | downloads: 63,801

types_aiobotocore_apigateway:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-apigateway | downloads: 58,602

types_aiobotocore_apigatewaymanagementapi:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-apigatewaymanagementapi | downloads: 61,272

types_aiobotocore_appconfigdata:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-appconfigdata | downloads: 71,397

types_aiobotocore_application_signals:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-application-signals | downloads: 64,602

types_aiobotocore_arc_region_switch:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-arc-region-switch | downloads: 61,903

types_aiobotocore_athena:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-athena | downloads: 140,062

types_aiobotocore_autoscaling:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-autoscaling | downloads: 62,894

types_aiobotocore_backupsearch:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-backupsearch | downloads: 64,463

types_aiobotocore_batch:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-batch | downloads: 183,964

types_aiobotocore_bcm_dashboards:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bcm-dashboards | downloads: 61,890

types_aiobotocore_bcm_pricing_calculator:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bcm-pricing-calculator | downloads: 64,446

types_aiobotocore_bcm_recommended_actions:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bcm-recommended-actions | downloads: 61,882

types_aiobotocore_bedrock:
    types-aiobotocore-bedrock | downloads: 276,436
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_bedrock_agent:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bedrock-agent | downloads: 120,232

types_aiobotocore_bedrock_agent_runtime:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bedrock-agent-runtime | downloads: 64,302

types_aiobotocore_bedrock_agentcore:
    types-aiobotocore-bedrock-agentcore | downloads: 290,101
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_bedrock_agentcore_control:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bedrock-agentcore-control | downloads: 250,628

types_aiobotocore_bedrock_data_automation:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bedrock-data-automation | downloads: 64,458

types_aiobotocore_bedrock_data_automation_runtime:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-bedrock-data-automation-runtime | downloads: 64,465

types_aiobotocore_bedrock_runtime:
    types-aiobotocore-bedrock-runtime | downloads: 939,147
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_billing:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-billing | downloads: 64,473

types_aiobotocore_ce:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ce | downloads: 57,182

types_aiobotocore_cloudformation:
    types-aiobotocore-cloudformation | downloads: 1,074,650
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_cloudfront:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-cloudfront | downloads: 61,788

types_aiobotocore_cloudtrail:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-cloudtrail | downloads: 242,016

types_aiobotocore_cloudwatch:
    types-aiobotocore-cloudwatch | downloads: 664,438
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_codeartifact:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-codeartifact | downloads: 61,145

types_aiobotocore_codebuild:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-codebuild | downloads: 68,549

types_aiobotocore_codedeploy:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-codedeploy | downloads: 57,729

types_aiobotocore_cognito_identity:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-cognito-identity | downloads: 63,226

types_aiobotocore_cognito_idp:
    types-aiobotocore-cognito-idp | downloads: 354,554
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_comprehend:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-comprehend | downloads: 94,365

types_aiobotocore_config:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-config | downloads: 63,255

types_aiobotocore_connect:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-connect | downloads: 68,771

types_aiobotocore_connectcampaignsv2:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-connectcampaignsv2 | downloads: 64,533

types_aiobotocore_dataexchange:
    types-aiobotocore-dataexchange | downloads: 891,629
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_datasync:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-datasync | downloads: 58,871

types_aiobotocore_dax:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-dax | downloads: 59,203

types_aiobotocore_ds_data:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ds-data | downloads: 64,533

types_aiobotocore_dsql:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-dsql | downloads: 64,498

types_aiobotocore_dynamodb:
    types-aiobotocore-dynamodb | downloads: 1,728,004
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_dynamodbstreams:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-dynamodbstreams | downloads: 58,183

types_aiobotocore_ec2:
    types-aiobotocore-ec2 | downloads: 1,459,593
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_ecr:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ecr | downloads: 168,624

types_aiobotocore_ecr_public:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ecr-public | downloads: 56,907

types_aiobotocore_ecs:
    types-aiobotocore-ecs | downloads: 332,425
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_eks:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-eks | downloads: 150,217

types_aiobotocore_elasticache:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-elasticache | downloads: 253,581

types_aiobotocore_elbv2:
    types-aiobotocore-elbv2 | downloads: 370,456
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_events:
    types-aiobotocore-events | downloads: 297,557
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_evs:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-evs | downloads: 63,833

types_aiobotocore_firehose:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-firehose | downloads: 84,382

types_aiobotocore_gameliftstreams:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-gameliftstreams | downloads: 64,046

types_aiobotocore_geo_maps:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-geo-maps | downloads: 64,500

types_aiobotocore_geo_places:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-geo-places | downloads: 65,422

types_aiobotocore_geo_routes:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-geo-routes | downloads: 91,261

types_aiobotocore_glue:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-glue | downloads: 254,135

types_aiobotocore_iam:
    types-aiobotocore-iam | downloads: 259,878
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_identitystore:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-identitystore | downloads: 110,475

types_aiobotocore_invoicing:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-invoicing | downloads: 64,396

types_aiobotocore_iot:
    types-aiobotocore-iot | downloads: 272,340
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_iot_data:
    types-aiobotocore-iot-data | downloads: 267,838
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_iot_managed_integrations:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-iot-managed-integrations | downloads: 63,923

types_aiobotocore_iotwireless:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-iotwireless | downloads: 55,823

types_aiobotocore_kafka:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-kafka | downloads: 63,340

types_aiobotocore_keyspacesstreams:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-keyspacesstreams | downloads: 63,749

types_aiobotocore_kinesis:
    types-aiobotocore-kinesis | downloads: 359,678
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_kinesis_video_archived_media:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-kinesis-video-archived-media | downloads: 60,995

types_aiobotocore_kinesis_video_signaling:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-kinesis-video-signaling | downloads: 60,997

types_aiobotocore_kinesisvideo:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-kinesisvideo | downloads: 60,997

types_aiobotocore_kms:
    types-aiobotocore-kms | downloads: 586,962
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_lambda:
    types-aiobotocore-lambda | downloads: 1,424,759
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_lex_models:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-lex-models | downloads: 55,206

types_aiobotocore_lexv2_models:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-lexv2-models | downloads: 56,121

types_aiobotocore_lexv2_runtime:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-lexv2-runtime | downloads: 56,059

types_aiobotocore_location:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-location | downloads: 56,841

types_aiobotocore_logs:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-logs | downloads: 158,291

types_aiobotocore_mailmanager:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-mailmanager | downloads: 64,558

types_aiobotocore_marketplace_entitlement:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-marketplace-entitlement | downloads: 55,205

types_aiobotocore_marketplace_reporting:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-marketplace-reporting | downloads: 64,423

types_aiobotocore_mediaconvert:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-mediaconvert | downloads: 58,651

types_aiobotocore_meteringmarketplace:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-meteringmarketplace | downloads: 153,295

types_aiobotocore_mpa:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-mpa | downloads: 63,764

types_aiobotocore_networkflowmonitor:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-networkflowmonitor | downloads: 64,444

types_aiobotocore_notifications:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-notifications | downloads: 64,433

types_aiobotocore_notificationscontacts:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-notificationscontacts | downloads: 64,422

types_aiobotocore_observabilityadmin:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-observabilityadmin | downloads: 64,444

types_aiobotocore_odb:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-odb | downloads: 63,768

types_aiobotocore_opensearch:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-opensearch | downloads: 76,720

types_aiobotocore_opensearchserverless:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-opensearchserverless | downloads: 77,163

types_aiobotocore_organizations:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-organizations | downloads: 102,803

types_aiobotocore_partnercentral_selling:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-partnercentral-selling | downloads: 64,415

types_aiobotocore_pca_connector_scep:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-pca-connector-scep | downloads: 64,558

types_aiobotocore_pcs:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-pcs | downloads: 64,422

types_aiobotocore_pinpoint:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-pinpoint | downloads: 62,880

types_aiobotocore_qapps:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-qapps | downloads: 64,446

types_aiobotocore_rds:
    types-aiobotocore-rds | downloads: 1,230,367
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_redshift_data:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-redshift-data | downloads: 63,105

types_aiobotocore_rekognition:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-rekognition | downloads: 102,323

types_aiobotocore_resourcegroupstaggingapi:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-resourcegroupstaggingapi | downloads: 66,355

types_aiobotocore_route53:
    types-aiobotocore-route53 | downloads: 262,242
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_rtbfabric:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-rtbfabric | downloads: 55,344

types_aiobotocore_s3:
    types-aiobotocore-s3 | downloads: 9,664,717
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_s3control:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-s3control | downloads: 56,788

types_aiobotocore_s3tables:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-s3tables | downloads: 64,494

types_aiobotocore_s3vectors:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-s3vectors | downloads: 73,293

types_aiobotocore_sagemaker:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-sagemaker | downloads: 103,272

types_aiobotocore_sagemaker_runtime:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-sagemaker-runtime | downloads: 99,834

types_aiobotocore_scheduler:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-scheduler | downloads: 65,018

types_aiobotocore_secretsmanager:
    types-aiobotocore-secretsmanager | downloads: 794,441
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_security_ir:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-security-ir | downloads: 64,518

types_aiobotocore_securityhub:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-securityhub | downloads: 134,667

types_aiobotocore_servicediscovery:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-servicediscovery | downloads: 63,094

types_aiobotocore_ses:
    types-aiobotocore-ses | downloads: 409,937
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_sesv2:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-sesv2 | downloads: 173,961

types_aiobotocore_sns:
    types-aiobotocore-sns | downloads: 797,083
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_socialmessaging:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-socialmessaging | downloads: 64,494

types_aiobotocore_sqs:
    types-aiobotocore-sqs | downloads: 3,092,400
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_ssm:
    types-aiobotocore-ssm | downloads: 360,684
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_ssm_guiconnect:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ssm-guiconnect | downloads: 64,013

types_aiobotocore_ssm_quicksetup:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-ssm-quicksetup | downloads: 64,507

types_aiobotocore_stepfunctions:
    types-aiobotocore-stepfunctions | downloads: 460,964
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_sts:
    types-aiobotocore-sts | downloads: 706,630
    types-aiobotocore-full | downloads: 257,133

types_aiobotocore_support:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-support | downloads: 58,158

types_aiobotocore_taxsettings:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-taxsettings | downloads: 64,628

types_aiobotocore_textract:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-textract | downloads: 129,009

types_aiobotocore_timestream_query:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-timestream-query | downloads: 83,551

types_aiobotocore_transcribe:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-transcribe | downloads: 74,566

types_aiobotocore_transfer:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-transfer | downloads: 67,157

types_aiobotocore_translate:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-translate | downloads: 71,772

types_aiobotocore_verifiedpermissions:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-verifiedpermissions | downloads: 240,407

types_aiobotocore_wafv2:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-wafv2 | downloads: 247,371

types_aiobotocore_workspaces_instances:
    types-aiobotocore-full | downloads: 257,133
    types-aiobotocore-workspaces-instances | downloads: 63,828

types_boto3_apigatewaymanagementapi:
    types-boto3-full | downloads: 1,606,284
    types-boto3-apigatewaymanagementapi | downloads: 43,927

types_boto3_bedrock:
    types-boto3-full | downloads: 1,606,284
    types-boto3-bedrock | downloads: 201,702

types_boto3_bedrock_agent:
    types-boto3-full | downloads: 1,606,284
    types-boto3-bedrock-agent | downloads: 129,265

types_boto3_bedrock_runtime:
    types-boto3-full | downloads: 1,606,284
    types-boto3-bedrock-runtime | downloads: 320,049

types_boto3_cloudformation:
    types-boto3-cloudformation | downloads: 2,676,616
    types-boto3-full | downloads: 1,606,284

types_boto3_cloudfront:
    types-boto3-full | downloads: 1,606,284
    types-boto3-cloudfront | downloads: 57,063

types_boto3_cognito_idp:
    types-boto3-full | downloads: 1,606,284
    types-boto3-cognito-idp | downloads: 175,778

types_boto3_comprehend:
    types-boto3-full | downloads: 1,606,284
    types-boto3-comprehend | downloads: 197,799

types_boto3_dynamodb:
    types-boto3-dynamodb | downloads: 2,901,131
    types-boto3-full | downloads: 1,606,284

types_boto3_ec2:
    types-boto3-ec2 | downloads: 2,780,154
    types-boto3-full | downloads: 1,606,284

types_boto3_ecr:
    types-boto3-full | downloads: 1,606,284
    types-boto3-ecr | downloads: 71,824

types_boto3_ecs:
    types-boto3-full | downloads: 1,606,284
    types-boto3-ecs | downloads: 167,250

types_boto3_elbv2:
    types-boto3-full | downloads: 1,606,284
    types-boto3-elbv2 | downloads: 91,585

types_boto3_events:
    types-boto3-full | downloads: 1,606,284
    types-boto3-events | downloads: 123,850

types_boto3_firehose:
    types-boto3-full | downloads: 1,606,284
    types-boto3-firehose | downloads: 34,508

types_boto3_iam:
    types-boto3-full | downloads: 1,606,284
    types-boto3-iam | downloads: 895,882

types_boto3_identitystore:
    types-boto3-full | downloads: 1,606,284
    types-boto3-identitystore | downloads: 62,964

types_boto3_kms:
    types-boto3-full | downloads: 1,606,284
    types-boto3-kms | downloads: 516,410

types_boto3_lambda:
    types-boto3-lambda | downloads: 2,772,150
    types-boto3-full | downloads: 1,606,284

types_boto3_logs:
    types-boto3-full | downloads: 1,606,284
    types-boto3-logs | downloads: 71,456

types_boto3_rds:
    types-boto3-rds | downloads: 2,804,552
    types-boto3-full | downloads: 1,606,284

types_boto3_route53:
    types-boto3-full | downloads: 1,606,284
    types-boto3-route53 | downloads: 95,066

types_boto3_s3:
    types-boto3-s3 | downloads: 5,166,083
    types-boto3-full | downloads: 1,606,284

types_boto3_sagemaker_runtime:
    types-boto3-full | downloads: 1,606,284
    types-boto3-sagemaker-runtime | downloads: 129,113

types_boto3_scheduler:
    types-boto3-full | downloads: 1,606,284
    types-boto3-scheduler | downloads: 44,885

types_boto3_secretsmanager:
    types-boto3-full | downloads: 1,606,284
    types-boto3-secretsmanager | downloads: 576,948

types_boto3_ses:
    types-boto3-ses | downloads: 2,913,902
    types-boto3-full | downloads: 1,606,284

types_boto3_sesv2:
    types-boto3-sesv2 | downloads: 1,982,773
    types-boto3-full | downloads: 1,606,284

types_boto3_sns:
    types-boto3-full | downloads: 1,606,284
    types-boto3-sns | downloads: 149,868

types_boto3_sqs:
    types-boto3-sqs | downloads: 3,004,423
    types-boto3-full | downloads: 1,606,284

types_boto3_ssm:
    types-boto3-full | downloads: 1,606,284
    types-boto3-ssm | downloads: 280,340

types_boto3_stepfunctions:
    types-boto3-full | downloads: 1,606,284
    types-boto3-stepfunctions | downloads: 73,356

types_boto3_sts:
    types-boto3-full | downloads: 1,606,284
    types-boto3-sts | downloads: 470,358

types_boto3_textract:
    types-boto3-full | downloads: 1,606,284
    types-boto3-textract | downloads: 119,358

typings:
    bokeh | downloads: 8,390,730
    xdsl | downloads: 494,942

uipath:
    uipath-dev | downloads: 1,289,267
    uipath-llm-client | downloads: 1,040,856
    uipath-platform | downloads: 906,415
    uipath-runtime | downloads: 814,521
    uipath-core | downloads: 795,809

ujson-stubs:
    ujson | downloads: 33,107,637
    types-ujson | downloads: 2,450,874

ulid:
    python-ulid | downloads: 10,045,601
    ulid-py | downloads: 1,756,458

unittests:
    oss2 | downloads: 13,937,620
    mysql-connector | downloads: 1,319,650
    pygerrit2 | downloads: 163,679
    mysql-connector-python-rf | downloads: 162,899

unitycatalog:
    unitycatalog-langchain | downloads: 1,669,762
    unitycatalog-client | downloads: 1,665,766
    unitycatalog-ai | downloads: 1,572,500
    unitycatalog-openai | downloads: 1,404,417

uptime_kuma_api:
    uptime-kuma-api | downloads: 2,012,682
    uptime-kuma-api-v2 | downloads: 90,237

utils:
    hermes-agent | downloads: 534,932
    teradataml | downloads: 468,167
    mcpforunityserver | downloads: 265,705
    office-powerpoint-mcp-server | downloads: 31,664

uwsgidecorators:
    uwsgi | downloads: 1,909,237
    pyuwsgi | downloads: 514,352

validate:
    configobj | downloads: 7,026,952
    authzed | downloads: 955,950
    xds-protos | downloads: 611,224

vastai_sdk:
    vastai-sdk | downloads: 3,591,929
    vastai | downloads: 2,396,995

vendor:
    pycln | downloads: 320,271
    altimate-datapilot-cli | downloads: 104,843

version:
    vertexai | downloads: 4,553,354
    dbos | downloads: 1,847,400
    drf-orjson-renderer | downloads: 352,963
    ezodf | downloads: 153,482
    delorean | downloads: 120,657

versioneer:
    gnupg | downloads: 1,997,522
    pylatex | downloads: 670,322
    webexteamssdk | downloads: 576,446
    versioneer-518 | downloads: 205,345
    theano-pymc | downloads: 181,262
    pims | downloads: 167,865
    theano | downloads: 100,529
    ed25519 | downloads: 64,821
    datashape | downloads: 50,484
    odo | downloads: 35,674
    blaze | downloads: 34,697

vllm:
    vllm-cpu | downloads: 211,765
    vllm-tpu | downloads: 56,530

vmware:
    vmware-vapi-runtime | downloads: 154,949
    vmware-vcenter | downloads: 153,530

web:
    sqlmesh | downloads: 554,901
    label-studio | downloads: 117,760
    web-py | downloads: 87,813

web_fragments:
    xblock | downloads: 70,843
    web-fragments | downloads: 59,832

website:
    botorch | downloads: 911,729
    ax-platform | downloads: 189,115

wheelhouse:
    pyodps | downloads: 5,362,239
    polyleven | downloads: 4,488,015
    scikit-base | downloads: 2,434,560
    sktime | downloads: 1,107,904
    clevercsv | downloads: 423,013
    singlestoredb | downloads: 420,427
    ada-url | downloads: 416,101
    crosshair-tool | downloads: 368,105
    pytorch-forecasting | downloads: 320,460
    pykalman | downloads: 243,723
    cyscale | downloads: 196,688
    pyportfolioopt | downloads: 193,072
    pyvips-binary | downloads: 169,226
    skpro | downloads: 168,657
    hadolint-coatl | downloads: 131,325
    biom-format | downloads: 119,374
    scikit-surprise | downloads: 105,968
    ncls | downloads: 85,729
    imagededup | downloads: 71,201
    fitsio | downloads: 36,125

winrt:
    winrt-runtime | downloads: 364,764
    winrt-windows-foundation | downloads: 348,480
    winrt-windows-foundation-collections | downloads: 326,759
    winrt-windows-storage-streams | downloads: 317,475
    winrt-windows-devices-enumeration | downloads: 204,946
    winrt-windows-devices-bluetooth | downloads: 204,357
    winrt-windows-devices-bluetooth-advertisement | downloads: 202,070
    winrt-windows-devices-bluetooth-genericattributeprofile | downloads: 202,056
    winrt-windows-devices-radios | downloads: 186,128
    winrt-windows-media-ocr | downloads: 113,670
    winrt-windows-graphics-imaging | downloads: 113,486

zc:
    zc-lockfile | downloads: 3,017,325
    zc-recipe-egg | downloads: 20,211

zhinst:
    zhinst-utils | downloads: 127,438
    zhinst-core | downloads: 98,548
    zhinst-timing-models | downloads: 83,039
    zhinst-comms | downloads: 79,162
    zhinst-toolkit | downloads: 74,820

zipstream:
    zipstream-ng | downloads: 1,084,874
    zipstream-new | downloads: 245,684

zope:
    zope-interface | downloads: 62,950,477
    zope-event | downloads: 31,791,645
    zope-deprecation | downloads: 2,737,346
    zope-component | downloads: 932,997
    zope-hookable | downloads: 926,709
    zope-schema | downloads: 901,629
    zope-i18nmessageid | downloads: 801,839
    zope-configuration | downloads: 794,046
    zope-deferredimport | downloads: 373,250
    zope-proxy | downloads: 371,467
    zope-sqlalchemy | downloads: 344,749
    zope-dottedname | downloads: 269,875
    zope-testing | downloads: 238,045
    zope-exceptions | downloads: 191,821
    zope-security | downloads: 166,669
    zope-location | downloads: 164,533
    zope-publisher | downloads: 159,772
    zope-i18n | downloads: 155,873
    zope-contenttype | downloads: 154,157
    zope-browser | downloads: 152,877
    zope-lifecycleevent | downloads: 147,463
    zope-cachedescriptors | downloads: 136,669
    zope-traversing | downloads: 135,558
    zope-annotation | downloads: 132,829
    zope-container | downloads: 131,786
    zope-size | downloads: 130,525
    zope-filerepresentation | downloads: 126,554
    zope-site | downloads: 125,756
    zope-processlifetime | downloads: 125,487
    zope-tal | downloads: 120,077
    zope-pagetemplate | downloads: 119,306
    zope-tales | downloads: 118,573
    zope-browserpage | downloads: 115,046
    zope-browserresource | downloads: 114,330
    zope-contentprovider | downloads: 113,673
    zope-datetime | downloads: 113,033
    zope-ptresource | downloads: 112,023
    zope-structuredtext | downloads: 111,892
    zope-sequencesort | downloads: 111,731
    zope-testbrowser | downloads: 111,659
    zope-viewlet | downloads: 111,277
    zope-browsermenu | downloads: 110,055
    zope-globalrequest | downloads: 108,492
    zope-testrunner | downloads: 108,310
    zope-index | downloads: 66,463
    zope-copy | downloads: 51,111
    zope-componentvocabulary | downloads: 48,302
    zope-sendmail | downloads: 44,899

