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Trusted-AI
adversarial-robustness-toolbox Trusted-AI
1.2k
5.0k
mit
99
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
ai attack python evasion privacy red-team blue-team inference poisoning extraction trusted-ai trustworthy-ai machine-learning adversarial-attacks adversarial-examples artificial-intelligence adversarial-machine-learning
Created 2018-03-15
12,510 commits to main branch, last one a day ago
Trusted-AI
AIF360 Trusted-AI
849
2.5k
apache-2.0
91
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.
r ai bias codait python fairness trusted-ai bias-finder fairness-ai ibm-research deep-learning bias-detection bias-reduction discrimination bias-correction ibm-research-ai fairness-testing machine-learning artificial-intelligence fairness-awareness-model
Created 2018-08-22
438 commits to main branch, last one 11 days ago
Trusted-AI
AIX360 Trusted-AI
310
1.6k
apache-2.0
56
Interpretability and explainability of data and machine learning models
xai codait trusted-ai trusted-ml explainabil ibm-research deep-learning explainable-ai explainable-ml ibm-research-ai machine-learning artificial-intelligence
Created 2019-07-11
602 commits to master branch, last one 5 months ago
IBM
UQ360 IBM
61
257
apache-2.0
20
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
metrics trusted-ai calibration uncertainty machine-learning bayesianneuralnetwork uncertainty-estimates artificial-intelligence uncertainty-quantification
Created 2021-04-28
189 commits to main branch, last one about a year ago
PaddlePaddle
PaddleDTX PaddlePaddle
36
88
apache-2.0
9
Paddle with Decentralized Trust based on Xuperchain
blockchain trusted-ai federated-learning decentralized-storage distributed-machine-learning
Created 2021-11-12
343 commits to master branch, last one 4 months ago