Octopus-ML
![Colab Demo](https://colab.research.google.com/assets/colab-badge.svg)
Set of handy ML and data tools - starting from data exploration, visualization, pre-processing, hyper parameter tuning, modeling and all the way to final ML model evaluation
Check out the octopus-ml demo notebook on Colab ![google colab logo](https://colab.research.google.com/assets/colab-badge.svg)
Installation
The module can be easily installed with pip:
> pip install octopus-ml
This module depends on Scikit-learn
, NumPy
, Pandas
, TQDM
, lightGBM
as defualt classifier. Optionally you can get also some nice visualisations if you have Seaborn
installed.
Usage
The module contains ML and Data related methods:
from octopus_ml import plot_imp, adjusted_classes, cv, cv_plot, roc_curve_plot, ...
Selected visualizations:
![](https://raw.githubusercontent.com/gershonc/octopus-ml/main/images/oc_plot_feature_imp.png)