Statistics for topic explainable-ai

RepositoryStats tracks 518,991 Github repositories, of these 149 are tagged with the explainable-ai topic. The most common primary language for repositories using this topic is Python (75). Other languages include: Jupyter Notebook (35)

Stargazers over time for topic explainable-ai

Most starred repositories for topic explainable-ai (view more)

deep-learning-drizzle kmario23

2.9k

11.8k

unknown

605

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

153 commits to master branch, last one 2 years ago

pytorch-grad-cam jacobgil

1.5k

9.5k

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

217 commits to master branch, last one 4 months ago

interpret interpretml

715

6.0k

mit

143

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

3,129 commits to develop branch, last one a day ago

sahi obss

541

3.6k

mit

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

Created 2021-01-30

495 commits to main branch, last one 21 days ago

tensorwatch microsoft

356

3.4k

mit

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 8 months ago