Xuran-LI

AccurateFairnessCriterion

Code for Accurate Fairness: Improving Individual Fairness without Trading Accuracy

adversarial_examples

对抗样本

AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

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.

Automated-Resume-Screening-System

Automated Resume Screening System using Machine Learning (With Dataset)

awesome-fairness-papers

Papers on fairness in NLP

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

CFFair_Emulate

⚖️ Emulate the Counterfactual Fairness (2017 Kusner et al.) results in Python

chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

RobustFairEvaluation

Code for RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search

Xuran-LI/AccurateFairnessCriterion

Code for Accurate Fairness: Improving Individual Fairness without Trading Accuracy

Xuran-LI/RobustFairEvaluation

Code for RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search

Xuran-LI/adversarial_examples

对抗样本

Xuran-LI/AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

Xuran-LI/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.

Xuran-LI/Automated-Resume-Screening-System

Automated Resume Screening System using Machine Learning (With Dataset)

Xuran-LI/awesome-fairness-papers

Papers on fairness in NLP

Xuran-LI/chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

Xuran-LI/Magic-cube

learn how to use GitHub

Xuran-LI/cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

Xuran-LI/Counterfactual-fairness-1

Code for "Counterfactual Fairness" (NIPS2017)

Xuran-LI/Counterfactual-Fairness-2

Xuran-LI/Counterfactual-Fairness-3

Xuran-LI/Entity-Recognition-In-Resumes-SpaCy

Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition

Xuran-LI/equalized_odds_and_calibration

Code and data for the experiments in "On Fairness and Calibration"

Xuran-LI/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Xuran-LI/gans-awesome-applications

Curated list of awesome GAN applications and demo

Xuran-LI/IFAIR_paper

Codebase of the model used in the paper on two of the datasets

Xuran-LI/ifv-uai-2020

The code for the paper "Verifying Individual Fairness in Machine Learning Models" accepted in UAI 2020.

Xuran-LI/influence-duplicate

Xuran-LI/keras

Deep Learning for humans

Xuran-LI/learning-fair-representations

Python numba implementation of Zemel et al. 2013

Xuran-LI/LI-XURAN-academi-cpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Xuran-LI/NeuralVerification.jl

Methods to soundly verify deep neural networks

Xuran-LI/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Xuran-LI/pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Xuran-LI/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Xuran-LI/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Xuran-LI/sensitive-subspace-robustness

Xuran-LI/Triplet-Network

Replication of 'Deep metric Learning Using Triplet Network'