Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/jphall663/awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability privacy-enhancing-technologies privacy-preserving-machine-learning python r reliable-ai secure-ml transparency xai
Last synced: 07 May 2024
https://github.com/ENSTA-U2IS-AI/torch-uncertainty
Open-source uncertainty for deep learning models in PyTorch :seedling:
bayesian-network ensembles mixup neural-networks predictive-uncertainty pytorch reliable-ai trustworthy-machine-learning uncertainty uncertainty-quantification
Last synced: 18 Apr 2024
https://github.com/seedatnabeel/TRIAGE
TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)
data-centric-ai data-centric-machine-learning reliable-ai trustworthy-ai trustworthy-machine-learning
Last synced: 18 Apr 2024
https://github.com/angelognazzo/Reliable-Trustworthy-AI
Repository for the Reliable and Trustworthy AI course offered in Fall 2022 at ETH Zürich: implementation of DeepPoly, Robustness Analyzer for Deep Neural Networks
computer-vision deep-learning deep-neural-networks reliable-ai robust-machine-learning
Last synced: 18 Apr 2024
https://github.com/ClementSicard/Reliable-and-Trustworthy-AI-Notebooks
Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev
interpretable-ai neural-networks reliable-ai trustworthy-ai
Last synced: 18 Apr 2024
https://github.com/logikon-ai/logikon
Analyzing and scoring reasoning traces of LLMs
ai argument-mapping argument-mining argumentation critical-thinking explainable-ai llmops llms metrics mlops observability reasoning reasoning-agent reliable-ai
Last synced: 08 Apr 2024
