Metadata-Version: 2.4
Name: eazyml-genai
Version: 0.2.30
Summary: eazyml genai
Home-page: https://eazyml.com/
Author: EazyML
Author-email: admin@eazyml.com
Project-URL: Documentation, https://docs.eazyml.com/
Project-URL: Homepage, https://eazyml.com/
Project-URL: Contact Us, https://eazyml.com/trust-in-ai
Project-URL: eazyml-automl, https://pypi.org/project/eazyml-automl/
Project-URL: eazyml-counterfactual, https://pypi.org/project/eazyml-counterfactual/
Project-URL: eazyml-xai, https://pypi.org/project/eazyml-xai/
Project-URL: eazyml-xai-image, https://pypi.org/project/eazyml-xai-image/
Project-URL: eazyml-insight, https://pypi.org/project/eazyml-insight/
Project-URL: eazyml-data-quality, https://pypi.org/project/eazyml-data-quality/
Keywords: pattern-discovery,rule-mining,data-insights,insight-generation,augmented-intelligence,data-analysis,rule-discovery,data-patterns,machine-learning,data-science,ml-api,training-data-analysis,interpretable-ai
Classifier: Development Status :: 5 - Production/Stable
Classifier: License :: Other/Proprietary License
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: System Administrators
Classifier: Intended Audience :: Information Technology
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: PyMuPDF
Requires-Dist: google-genai
Requires-Dist: google-cloud-aiplatform
Requires-Dist: openai
Requires-Dist: anthropic
Requires-Dist: pinecone
Requires-Dist: qdrant-client
Requires-Dist: pyarrow
Requires-Dist: sentence-transformers==4.1.*
Requires-Dist: nltk
Requires-Dist: pandas==2.2.*
Requires-Dist: numpy
Requires-Dist: cryptography
Requires-Dist: torchvision
Requires-Dist: doclayout-yolo
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: keywords
Dynamic: license-file
Dynamic: project-url
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

## Eazyml Augmented Intelligence
EazyML Augmented Intelligence extract insights from Dataset with certain insights
score which is calculated using coverage of that insights.

### Features
- Builds a predictive model based on the input training data, mode, and options. 
    Supports classification and regression tasks.
### APIs
It provides following apis :

1. scikit_feature_selection
    ```python
    ez_augi(mode='classification',
            outcome='target',
            train_file_path='train.csv')
