Metadata-Version: 2.1
Name: utilsds
Version: 1.0.5
Summary: Solution for DS Team
Author: DS Team
Author-email: ds@sts.pl
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
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# utilsds

Utilsds is a library that includes classes and function used in ds project such as:
- ds_statistics: 
    - test_kruskal_wallis
- transform_data: 
    - PreprocesingData
- data_processing:
    - encode_one_hot
    - convert_numerical_to_categorized
    - scale_train_test
    - resample_X_y
- data_split: 
    - train_test_validation_split
- visualization: 
    - MetricsPlot,
    - Radar,
    - cluster_characteristics,
    - comparison_density,
    - feature_distribution_box,
    - elbow_visualisation,
    - describe_clusters_metrics

Classification classes:
- experiments:
    - VertexExperiments
- classifier:
    - Classifier
- confusion_matrix:
    - ConfusionMatrix
- modeling:
    - Modeling
- hyperopt:
    - Hyperopt


