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-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
bert_seq2seq
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
BPR
PyTorch Implementation of "BPR: Bayesian Personalized Ranking from Implicit Feedback"
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.
ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
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.
google-research
Google Research
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
MIMO-pytorch
PyTorch Implementation of MIMO (ICLR 2021)
PaddleNLP
An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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.
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
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