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1.1k

3.8k

apache-2.0

68

Standardized Serverless ML Inference Platform on Kubernetes

k8s genai istio mlops kserve knative pytorch sklearn xgboost kubeflow kubernetes tensorflow service-mesh hacktoberfest llm-inference model-serving machine-learning model-interpretability artificial-intelligence

Created 2019-03-27

1,670 commits to master branch, last one a day ago

Grad-CAM.pytorch yizt

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738

apache-2.0

10

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

cam grad-cam retinanet-grad-cam faster-r-cnn-grad-cam guided-backpropagation model-interpretability

Created 2019-08-04

70 commits to master branch, last one 3 years ago

kitops jozu-ai

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602

apache-2.0

13

An open source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI artifact.

Created 2024-02-02

649 commits to main branch, last one 5 days ago

xai-iml-sota rehmanzafar

17

72

unknown

6

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

iml xai explainable researchers explaining-ai interpretable explainable-ml interpretability machine-learning human-in-the-loop explainable-models explanation-methods interpretable-models interpretable-learning model-interpretability deep-learning-visualization interactive-machine-learning interpretable-machine-learning human-in-the-loop-machine-learning explainable-artificial-intelligence

Created 2019-06-27

102 commits to master branch, last one 2 years ago

Model-Interpretation TannerGilbert

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unknown

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Overview of different model interpretability libraries.

lime shap captum tf-explain model-interpretation model-interpretability

Created 2019-12-15

17 commits to master branch, last one 2 years ago