explainable-ml

12 projets partagent ce topic GitHub

Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.

🧬 Membres

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification,…

Fit interpretable models. Explain blackbox machine learning.

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

Evaluation and Tracking for LLM Experiments and AI Agents

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

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine…

A library for graph deep learning research

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user…

Interpretability and explainability of data and machine learning models

Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

🔗 Familles voisines

explainable-ai 23 interpretability 27 xai 16 explainability 10 transparency 4 interpretable-ml 4 fairness 5 jupyter 28

Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.