Solution for DS Team
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
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