209 Open source projects that are alternatives of or similar to FairAI

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

A library that implements fairness-aware machine learning algorithms

A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.

Papers with code. Sorted by stars. Updated weekly.

Python scripts for studying bias in recommender systems

Identify bias and measure fairness of your data

Complete download for papers in various top conferences

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

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

Official repository of FISR (AAAI 2020).

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

Official implementation of "Explicit Interaction Model towards Text Classification"

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

A GitHub repo for Quant Finance resources

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

📊 Tools to Perform ‘Misinformation’ Analysis on a Text Corpus (wrapper for methods in https://github.com/PDXBek/Misinformation)

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders

a Graph-based instance of DBLP

Summarizing the papers I have read (Japanese)

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

Discussions on papers, frameworks, blogs and ideas every Saturday.

Fate is a modern science chinese name create tool.

Documentation, references, and collected academic research for the cuteOS Kernel.

💬 A list of End-to-End speech recognition, including papers, codes and other materials

機械学習関連の論文Survey用レポジトリ

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

NLP 和机器学习论文中文翻译

A curated list of awesome philosophy

R engine to orchestrate and run (meta)data workflows

Solution for the Cross-Device linking challenge from CIKM CUP 2016

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search (Rao et al. AAAI'19)

Open Fair DB is the CreativCommons Backend of Kartevonmorgen.org

Summary of machine learning papers

Guided Image-to-Image Translation Papers

Attention-based View Selection Networks for Light-field Disparity Estimation

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

Papers about NN and linguistics

DevOps pipeline for Real Time Social/Web Mining

Recent security papers on firmware analysis

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Examples of unfairness detection for a classification-based credit model

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

FSL-Mate: A collection of resources for few-shot learning (FSL).

Official code for UnICORNN (ICML 2021)

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Site for Tech Workers Coalition

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

The relocalization task aims to estimate the 6-DoF pose of a novel (unseen) frame in the coordinate system given by the prior model of the world.

Code for the paper Semi-Conditional Normalizing Flows for Semi-Supervised Learning

Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

Implementation of CIKM'18 paper: "MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks∗".

PyPaperBot is a Python tool for downloading scientific papers using Google Scholar, Crossref, and SciHub.

Paper notes in deep learning/machine learning and computer vision

🔐🌐 Privacy-respecting web frontends for popular services

my own deep learning mastery roadmap

Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)

Resources for Covid-19

Collect papers for data engineering such as OLTP/OLAP/ETL/DistributedStorage.