selfexplainml Goto Github PK
Name: Self-Explanatory Machine Learning
Type: Organization
Bio: High performance ML models that are inherently interpretable
Self-Explanatory Machine Learning's Projects
aletheia
A Python package for unwrapping ReLU DNNs
exnn
Enhanced Explainable Neural Network
gaim
Generalized additive index modeling
gaminet
GAMI-Net: Generalized Additive Models with Structured Interactions
gaminet-pytorch
gammli
Explainable Recommendation Systems
piml-toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
pyunidoe
Python Package for Generating Uniform Designs
sequd
Sequential Uniform Design for Hyperparameter Optimization
simtree
Single-index Model Tree
unidoe
R Package for Generating Uniform Design of Experiments
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