Wei Yu's repositories
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-GNN4TDL
Graph Neural Networks for Tabular Data Learning (GNN4TDL)
awesome-visual-transformers
[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.
BPR
PyTorch Implementation of "BPR: Bayesian Personalized Ranking from Implicit Feedback"
CAL
[KDD 2022] "Causal Attention for Interpretable and Generalizable Graph Classification" by Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua.
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
CausalEGM
A General Causal Inference Framework by Encoding Generative Modeling
competition-baseline
数据科学竞赛知识、代码、思路
EVL
Python implementation of the paper "Modeling Extreme Events in Time Series Prediction", with some modifications.
gcn
Implementation of Graph Convolutional Networks in TensorFlow
GNNPapers
Must-read papers on graph neural networks (GNN)
HOME
An implementation of HOME: Heatmap Output for future Motion Estimation
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
MIMO-pytorch
PyTorch Implementation of MIMO (ICLR 2021)
n-beats
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
PyTorch-Tutorial-2nd
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
PyTorchMIMO
Application of MIMO model from the paper Training independent subnetworks for robust prediction (Available online at https://arxiv.org/pdf/2010.06610) in Pytorch with automated hyperparameter optimization. Project in progress.
ta-lib
Python wrapper for TA-Lib (http://ta-lib.org/).
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
trustworthyAI
trustworthy AI related projects
varying-coefficient-net-with-functional-tr
[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
WSDM2022-Retention-Score-Prediction
WSDM2022留存预测挑战赛 第1名解决方案