Pinned Repositories
2019-ZJU_SummerResearch
The task is to restate a thesis and redo the experiment following the instructions in the paper.
Adv-ST
adv-transfer-eval
Reliable Evaluation of Adversarial Transferability
AGCRN
Adaptive Graph Convolutional Recurrent Network
AirFormer
PyTorch implementation of AirFormer, AAAI-23
Curb-GAN
The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
MSGFormer
implementation of MSGFormer
SASTGCN
code for paper SASTGCN：A Self-Adaptive Spatio-Temporal Graph Neural Network for Traffic Estimation
ST-DCCNAL
This is a repository about the ST-DCCNAL model, which is invented for the crow flows prediction problem
ST-ResNet20190702
liweiowl's Repositories
liweiowl/MSGFormer
implementation of MSGFormer
liweiowl/SASTGCN
code for paper SASTGCN：A Self-Adaptive Spatio-Temporal Graph Neural Network for Traffic Estimation
liweiowl/Adv-ST
liweiowl/adv-transfer-eval
Reliable Evaluation of Adversarial Transferability
liweiowl/AirFormer
PyTorch implementation of AirFormer, AAAI-23
liweiowl/best_AI_papers_2021
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. [work in progress]
liweiowl/Bigscity-LibCity
LibCity: An Open Library for Traffic Prediction
liweiowl/Bigscity-LibCity-Docs-zh_CN
Chinese Docs of LibCity
liweiowl/awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
liweiowl/awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
liweiowl/Bigscity-LibCity-PaperList
Paper list in traffic prediction field
liweiowl/CGCDemandPrediction
liweiowl/chatgpt-sites
搜集国内可用的 ChatGPT 在线体验免费网站列表。定时任务每日更新
liweiowl/chatgpt_academic
科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能
liweiowl/earth-forecasting-transformer
Official implementation of Earthformer
liweiowl/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
liweiowl/GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
liweiowl/google-access-helper2021
google-access-helper谷歌访问助手2021全版本合集，访问谷歌商店，谷歌搜索，谷歌地图等...
liweiowl/greykite
A flexible, intuitive and fast forecasting library
liweiowl/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
liweiowl/MVA-DCNet
implementation of MVA-DCNet
liweiowl/pumpkin-book
《机器学习》（西瓜书）公式详解
liweiowl/qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
liweiowl/SR-LSTM
States Refinement LSTM
liweiowl/ST-GRAT
The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed
liweiowl/STEGCN
This repository is for the paper submitted to a journal. The details will be updated as soon as the publication.
liweiowl/STG-NCDE
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
liweiowl/STGCN_IJCAI-18
Spatio-Temporal Graph Convolutional Networks
liweiowl/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
liweiowl/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.