/mlTools

Machine Learning EDA | Data Processing made faster

Primary LanguageJupyter Notebook

mlTools

The all-in-one tool for Machine Learning pipelines.

1. Introduction

Welcome on board! This simple package offers a set of classes for performing data importing, Exploratory Data Analysis and Data Preprocessing.

2. Dependencies

  • python 3.10
  • os
  • urllib
  • display
  • pyarrow
  • pandas
  • numpy
  • matplotlib
  • seaborn
  • pandas-profiling
  • phik
  • sklearn
  • scipy

3. Implementation

To implement it, simply import mlTools.py and follow the steps provided in main.py

4. Results