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  • License: MIT License
  • Author: DS Team
  • Requires: Python >=3.11
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Project description

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

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for mwoj from gravatar.com mwoj Avatar for PatrykK from gravatar.com PatrykK Avatar for Piotter from gravatar.com Piotter Avatar for Veatec from gravatar.com Veatec

Unverified details

These details have not been verified by PyPI
Meta
  • License: MIT License
  • Author: DS Team
  • Requires: Python >=3.11
Classifiers

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2.0.5

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