Self-Explanatory Machine Learning

Self-Explanatory Machine Learning's repositories

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

Language:Jupyter NotebookApache-2.0881 23 49

A Python package for unwrapping ReLU DNNs

GAMI-Net: Generalized Additive Models with Structured Interactions

Language:PythonGPL-3.028 20

Language:PythonGPL-3.0900

Enhanced Explainable Neural Network

Language:PythonGPL-3.06 20

Generalized additive index modeling

Language:PythonBSD-3-Clause3 20

Explainable Recommendation Systems

Language:PythonMIT3 1 1

Sequential Uniform Design for Hyperparameter Optimization

Language:PythonBSD-3-Clause200

Single-index Model Tree

Language:PythonGPL-3.01 10

Python Package for Generating Uniform Designs

Language:C++BSD-3-Clause000

R Package for Generating Uniform Design of Experiments

Language:C++BSD-3-Clause000