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Top 4 model-interpretability open source projects

Class Activation Map (CAM) Visualizations in PyTorch.

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python visualization pytorch class-activation-map model-interpretability

Serverless Inferencing on Kubernetes

✭ 1,621

python go shell kubernetes machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost k8s service-mesh istio model-serving kubeflow knative model-interpretability kubeflow-pipelines kserve

Active-Explainable-Classification

A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification

✭ 28

HTML python sklearn word-embeddings document-classification flair active-learning model-interpretation eli5 document-classifier model-interpretability

xai-iml-sota

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

1-4 of 4 model-interpretability projects