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CNN Explainer
CNN Explainer uses TensorFlow.js, an in-browser GPU-accelerated deep learning library to load the pretrained model for visualization.
convolutional-neural-networks tensorflow-js interactive interpretability
ExplainX
ExplainX is an explainable AI framework for data scientists to explain any black-box model behavior to business stakeholders.
interpretability explainx video code
Lda2vec: Tools for interpreting natural language
The lda2vec model tries to mix the best parts of word2vec and LDA into a single framework.
topic-modeling latent-dirichlet-allocation word2vec embeddings
Path Explain
A toolkit for explaining feature attributions and feature interactions in deep neural networks.
interpretability integrated-gradients expected-gradients path-explain
AllenNLP Interpret
A Framework for Explaining Predictions of NLP Models
interpretability explainability natural-language-processing api
SHAP: SHapley Additive exPlanations
A game theoretic approach to explain the output of any machine learning model.
interpretability shap explainability gradient-boosting
FlashTorch
Visualization toolkit for neural networks in PyTorch
interpretability computer-vision pytorch flashtorch
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