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Interpretable Ai

3 projects

Showing 3 of 3 projects

pytorch-grad-cam
pytorch-grad-camPython

A PyTorch library providing state-of-the-art methods for generating visual explanations (Class Activation Maps) for computer vision models.

#interpretable-deep-learning#score-cam#deep-learning
Stars12.8k
Forks1.7k
Last commit6 days ago
InterpretML
InterpretMLC++

An open-source Python package for training interpretable glassbox models and explaining blackbox machine learning systems.

#shap#model-debugging#xai
Stars6.8k
Forks784
Last commit2 days ago
Awesome Explainable AI
Awesome Explainable AIMarkdown

A curated collection of research papers, books, courses, and Python libraries for explainable AI (XAI) and machine learning interpretability.

#machine-learning-interpretability#survey-papers#xai
Stars1.6k
Forks221
Last commit1 month ago

Related Tags

#Interpretability3#Explainable Ai3
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