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interpretml/interpret

Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.

6.8K
Active
C++
Interpretability
CLI Tools
scikit-learn
#ai#machine-learning#interpretability

meta-pytorch/captum

Captum is a PyTorch library for model interpretability and understanding, providing feature attribution and importance tools.

5.6K
Active
Python
Interpretable AI
PyTorch
#feature-attribution#feature-importance#interpretability

jphall663/awesome-machine-learning-interpretability

A curated list of responsible machine learning resources for interpretable AI development.

4.0K
Active
Interpretable AI
Caching
Python
#ai-safety#explainable-ml#fairness

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science

CSAILVision/gandissect

Visualizing and understanding the neurons of a GAN with Pytorch-based tools.

1.8K
Archived
Python
PyTorch
#deep-learning#gan#generative-adversarial-network

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