gregversteeg/CorEx
CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
307 stars. No commits in the last 6 months.
Stars
307
Forks
54
Language
Python
License
GPL-2.0
Last pushed
Jun 02, 2017
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/gregversteeg/CorEx"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
MAIF/shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent...
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
understandable-machine-intelligence-lab/Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
SeldonIO/alibi
Algorithms for explaining machine learning models