wangyongjie-ntu / awesome-explainable-ai Goto Github PK

https://github.com/explainX/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.

We are looking for co-authors who can take this project forward. Reach out @ [email protected]

Thank you for this awesome awesome list! You might consider including the DIANNA library:

What’s up man
I really like this project
Could you recommend some awesome open source code for practice ？

Hi,
I run a text classification problem in RStudio with Keras. I use Word Embeddings.
Now I want to explain the model globally. Do you have a tip which method I can use for this?
Thank you!

You could add these :)
https://github.com/david-cortes/outliertree
https://github.com/navefr/ExKMC

Hi, thanks for the repo.
The following repo could be added: https://github.com/wilsonjr/ClusterShapley

Related FYI

• https://github.com/jphall663/awesome-machine-learning-interpretability
• https://github.com/lopusz/awesome-interpretable-machine-learning
• https://github.com/pbiecek/xai_resources