Official PyTorch implementation of "EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders"

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

Causal inference is a critical task in various fields such as healthcare,economics, marketing and education. Recently, there have beensignificant advances through the application of machine learnin…

Open-source datasets for paper "Fairness in Graph Mining: A Survey".

An awesome collection of causality-inspired graph neural networks.

大数据入门指南 ⭐

Fairness without the Sensitive Attribute via Causal Variational Autoencoder

Bias Auditing & Fair ML Toolkit

Aequitas, a directed fairness testing framework machine learning models.

Causal Fairness through Generative Adversarial Networks

Official codes of "Path-Specific Counterfactual Fairness for Recommender System (PSF-VAE)". (KDD'23)

AI Ethics Term project

Code for "Counterfactual Fairness" (NIPS2017)

Code for paper "Personalized Counterfactual Fairness in Recommendation" (a.k.a. "Towards Personalized Fairness based on Causal Notion")

Code for "Counterfactual Fairness" (NIPS2017)

This is the official reporsitory for paper Causal Balancing for Domain Generalization

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.

Implementation of CFGAN CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks

GitHub最全的前端资源汇总仓库（包括前端学习、开发资源、数据结构与算法、开发工具、求职面试等）

GitHub最全的前端资源汇总仓库（包括前端学习、开发资源、求职面试等）

Pytorch implementation of MaskGAN

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

基于 ChatGPT API 的划词翻译浏览器插件和跨平台桌面端应用 - Browser extension and cross-platform desktop application for translation based on ChatGPT API.

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

🐜前端面试复习笔记