README.md

ml-it

Quickly find the right ML model and parameters for your structured data

I used Python 3.8.12, you can find library requierments in requirements.txt.

Main folder contains following folders:

data/
    contains input data
    

eda/
    using ydata-profiling
    https://github.com/ydataai/ydata-profiling


models/
    contains models trained in the notebook.


utils/

    model_utils.py 
        A class, includes utility functions for fine-tuning hyperparameters and evaluating models

    data_utils.py
        A class, includes data utility functions doing EDA, projecting data to lower dimensions, normalization, and data generators. 

    config.py
        contains several pre-determined configurations for each model in order to do a search of hyperparameters.