Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: trusted-ai
Trusted-AI/AIX360
Interpretability and explainability of data and machine learning models
Language: Python - Size: 357 MB - Last synced: about 12 hours ago - Pushed: 2 months ago - Stars: 1,541 - Forks: 305
IBM/UQ360
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
Language: Python - Size: 6.75 MB - Last synced: 4 days ago - Pushed: 7 months ago - Stars: 251 - Forks: 55
Trusted-AI/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Language: Python - Size: 6.51 MB - Last synced: 15 days ago - Pushed: 24 days ago - Stars: 2,314 - Forks: 815
Trusted-AI/adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Language: Python - Size: 487 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4,433 - Forks: 1,116
PaddlePaddle/PaddleDTX
Paddle with Decentralized Trust based on Xuperchain
Language: Go - Size: 5.3 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 87 - Forks: 36
softsys4ai/athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
Language: Python - Size: 124 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 38 - Forks: 8
IBMDeveloperUK/Trusted-AI-Workshop
Hands on workshop material evaluating performance, fairness and robustness of models
Size: 2.93 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 2
