Statistics for topic explainable-ai

RepositoryStats tracks 595,857 Github repositories, of these 171 are tagged with the explainable-ai topic. The most common primary language for repositories using this topic is Python (89). Other languages include: Jupyter Notebook (40)

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deep-learning-drizzle kmario23

2.9k

12.4k

unknown

608

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

probability optimization deep-learning explainable-ai computer-vision medical-imaging machine-learning speech-recognition visual-recognition bayesian-statistics pattern-recognition deep-neural-networks graph-neural-networks reinforcement-learning geometric-deep-learning artificial-neural-networks deep-reinforcement-learning natural-language-processing probabilistic-graphical-models artificial-intelligence-algorithms

Created 2018-11-26

154 commits to master branch, last one 2 months ago

pytorch-grad-cam jacobgil

1.6k

10.8k

mit

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

xai pytorch grad-cam score-cam deep-learning explainable-ai explainable-ml visualizations computer-vision interpretability interpretable-ai machine-learning object-detection vision-transformers image-classification class-activation-maps interpretable-deep-learning

Created 2017-05-31

246 commits to master branch, last one 4 days ago

interpret interpretml

736

6.3k

mit

146

Fit interpretable models. Explain blackbox machine learning.

ai iml xai bias blackbox interpretml scikit-learn transparency explainability explainable-ai explainable-ml interpretability interpretable-ai interpretable-ml machine-learning gradient-boosting differential-privacy artificial-intelligence interpretable-machine-learning

Created 2019-05-03

3,562 commits to develop branch, last one 2 days ago

sahi obss

606

4.2k

mit

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Created 2021-01-30

524 commits to main branch, last one 3 days ago

tensorwatch microsoft

361

3.4k

mit

102

Debugging, monitoring and visualization for Python Machine Learning and Data Science

ai debug python jupyter saliency debugging monitoring data-science deeplearning deep-learning debugging-tool explainable-ai explainable-ml machinelearning jupyter-notebook machine-learning model-visualization reinforcement-learning

Created 2019-05-15

119 commits to master branch, last one about a year ago

PySR MilesCranmer

225

2.5k

apache-2.0

High-Performance Symbolic Regression in Python and Julia

julia automl python symbolic algorithm data-science scikit-learn explainable-ai interpretable-ml machine-learning genetic-algorithm equation-discovery distributed-systems symbolic-regression evolutionary-algorithms

Created 2020-09-14

2,559 commits to master branch, last one 2 days ago

Statistics for topic explainable-ai

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