ML-ToolBox

Data Cleaning

Data Visualisation

Automated Machine Learning

TPOT - http://epistasislab.github.io/tpot/

Tree-based Pipeline Optimisation Tool

Auto-ML - https://auto-ml.readthedocs.io/en/latest/index.html

autofeat - https://github.com/cod3licious/autofeat

Automated feature engineering and selection.

MLBox - https://mlbox.readthedocs.io/en/latest/

Xcessiv - https://xcessiv.readthedocs.io/en/stable/

Stacked ensemble and hyper-parameter tuning (can integrate with TPOT).

Model Inspection

SHAP

Lime

ELI5