12 results found Sort:

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
Renumics
awesome-open-data-centric-ai Renumics
35
706
cc-by-4.0
21
Curated list of open source tooling for data-centric AI on unstructured data.
nlp data-drift awesome-list noisy-labels data-curation deep-learning bias-detection explainable-ai feature-vector synthetic-data active-learning computer-vision data-centric-ai data-versioning machine-learning outlier-detection data-visualization documentation-only uncertainty-estimation robust-machine-learning
Created 2023-02-27
34 commits to main branch, last one about a year ago
amanchadha
coursera-gan-specialization amanchadha
312
448
mit
6
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
gan bias gans wgan dcgan u-net biggan pix2pix pytorch coursera stylegan deep-learning bias-detection neural-network conditional-gan deeplearning-ai generative-model data-augmentation artificial-intelligence generative-adversarial-network
Created 2020-11-19
8 commits to main branch, last one 3 years ago
dccuchile
wefe dccuchile
14
175
mit
6
WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in ca...
nlp library python3 fairness-ai fairness-ml nlp-library bias-detection bias-reduction word-embeddings word-embedding-fairness word-embedding-evaluation
Created 2020-03-11
274 commits to develop branch, last one about a year ago
cvs-health
langfair cvs-health
14
87
other
1
LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
ai llm bias python fairness ai-safety ethical-ai fairness-ai fairness-ml bias-detection responsible-ai fairness-testing large-language-models artificial-intelligence
Created 2024-09-20
183 commits to main branch, last one 23 hours ago
Call-for-Code-for-Racial-Justice
Open-Sentencing Call-for-Code-for-Racial-Justice
18
74
apache-2.0
12
To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case
justice allyship frontend front-end techforgood data-science call-for-code civil-hacking hacktoberfest bias-detection justice-system racial-justice publicdefenders sentencing-data blacklivesmatter racial-disparities front-end-development sentencing-guidelines
Created 2020-08-13
102 commits to main branch, last one 2 years ago
honghanhh
coursera-practical-data-science-specialization honghanhh
47
59
unknown
2
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
bert mlops automl pandas abtesting matplotlib data-science aws-sagemaker data-labeling bias-detection model-deployment statistical-data
Created 2021-09-11
12 commits to main branch, last one 3 years ago
YujiaBao
ls YujiaBao
6
48
mit
2
Learning to Split for Automatic Bias Detection
data-split label-noise bias-detection machine-learning
Created 2022-09-14
8 commits to main branch, last one about a year ago
Babelscape
ALERT Babelscape
7
35
other
3
Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"
ai llm nlp benchmark llm-safety red-teaming bias-detection llm-evaluation safety-monitoring transformers-models llm-safety-benchmark nlp-machine-learning artificial-intelligence
Created 2024-04-06
24 commits to master branch, last one 3 months ago
lorentzenchr
model-diagnostics lorentzenchr
4
30
mit
3
Tools for diagnostics and assessment of (machine learning) models
python calibration bias-detection machine-learning performance-metrics
Created 2022-09-08
222 commits to main branch, last one 23 days ago
BetterForAll
HonestyMeter BetterForAll
1
26
apache-2.0
3
HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.
llm bias-detection bias-correction media-analytics objectivity-detection
Created 2023-04-18
372 commits to main branch, last one 4 months ago
SonyResearch
apparent_skincolor SonyResearch
1
25
apache-2.0
1
"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)
fairness skin-hue skin-tone skin-color bias-detection
Created 2023-08-03
5 commits to main branch, last one about a year ago