SelfExplainML/PiML-Toolbox

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

Language: Jupyter Notebook - Size: 250 MB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 1,246 - Forks: 127

SelfExplainML/SeqUD Fork of ZebinYang/SeqUD

Sequential Uniform Design for Hyperparameter Optimization

Language: Python - Size: 10.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

SelfExplainML/PyUniDOE Fork of ZebinYang/pyunidoe

Python Package for Generating Uniform Designs

Language: C++ - Size: 8.61 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

SelfExplainML/UniDOE Fork of ZebinYang/UniDOE

R Package for Generating Uniform Design of Experiments

Language: C++ - Size: 2.91 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

SelfExplainML/Aletheia

A Python package for unwrapping ReLU DNNs

Size: 68.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 68 - Forks: 20

SelfExplainML/GamiNet-PyTorch

Language: Python - Size: 21.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 2

SelfExplainML/GAMMLI

Explainable Recommendation Systems

Language: Python - Size: 15.8 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 3

SelfExplainML/GamiNet Fork of ZebinYang/gaminet

GAMI-Net: Generalized Additive Models with Structured Interactions

Language: Python - Size: 86.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 5

SelfExplainML/ExNN Fork of ZebinYang/exnn

Enhanced Explainable Neural Network

Language: Python - Size: 26.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

SelfExplainML/SIMTree Fork of ZebinYang/SIMTree

Single-index Model Tree

Language: Python - Size: 3.27 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

SelfExplainML/GAIM

Generalized additive index modeling

Language: Python - Size: 485 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2