A set of tools that can come handy to Data Scientists

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Table of Contents

1. Functionalities
2. Dependencies
3. How to Use
4. Future Work
5. Citation

Functionalities

• Script for converting categorical values in a given dataframe to numerical values (handle_non_numerical_data)

  handle_non_numerical_data(dataframe)

• Script for Tsne Plot for any data(sparse/non-sparse) (tsne_plot)

    from plot_tsne import plotTsne

• Script to concatenate + normalize + balance + split (CNBS)

    from CNBS import makeData
    cl=makeData(D,ratio)
                #D has the format [(numpy1,label1),(numpy2,label2),(numpy3,label3)]

Dependencies

1. Python3
2. Numpy
3. Pandas
4. Sklearn

How to Use

Future Work

Citation