Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for machine learning fairness ml
fairness-ml
x
machine-learning
x
30 search results found
Fairlearn
⭐
1,727
A Python package to assess and improve fairness of machine learning models.
Responsible Ai Toolbox
⭐
1,187
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
Awesome Imbalanced Learning
⭐
1,164
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库
Synthcity
⭐
292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Image Crop Analysis
⭐
198
Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
Lift
⭐
129
The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.
Gdc
⭐
99
Code for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"
Deep Explanation Penalization
⭐
74
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
Amazon Sagemaker Clarify
⭐
63
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Presentations
⭐
51
Talks & Workshops by the CODAIT team
Dnikit
⭐
47
A Python toolkit for analyzing machine learning models and datasets.
Credoai_lens
⭐
44
Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.
Responsibly
⭐
41
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Awesome Ml Fairness
⭐
32
Papers and online resources related to machine learning fairness
Fairness.jl
⭐
28
Julia Toolkit with fairness metrics and bias mitigation algorithms
Fairness
⭐
27
R package for computing and visualizing fair ML metrics
Ethicml
⭐
25
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
Equalityml
⭐
24
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
Mcboost
⭐
21
Multi-Calibration & Multi-Accuracy Boosting for R
Responsible Ai Toolbox Genbit
⭐
18
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
Fairbatch
⭐
16
FairBatch: Batch Selection for Model Fairness (ICLR 2021)
Hc_ml
⭐
12
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
Article Information 2019
⭐
10
Article for Special Edition of Information: Machine Learning with Python
Responsible Ai Workshop
⭐
9
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
Inequity Release
⭐
8
Code to accompany 2019 paper.
Ml Testing
⭐
8
ML Testing for Everyone. Find issues before they become problems.
Fairness
⭐
6
Enforcing fairness in binary and multiclass classification
Searchfair
⭐
6
Binary classification algorithm under fairness considerations.
Shapley_valuation
⭐
6
PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
Ai Fairness
⭐
5
Notes, references and materials on AI Fairness that I found useful and helped me in my research. Recommendations are welcome.
Related Searches
Python Machine Learning (14,099)
Jupyter Notebook Machine Learning (12,247)
Machine Learning Neural Network (4,397)
Machine Learning Tensorflow (4,050)
Machine Learning Natural Language Processing (3,891)
Machine Learning Artificial Intelligence (3,877)
Machine Learning Data Science (3,802)
Machine Learning Pytorch (2,910)
Machine Learning Dataset (2,298)
Machine Learning Classification (2,092)
1-30 of 30 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.