xiepeng21's starred repositories

SparseTSF

[ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters"

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uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:634Issues:0Issues:0

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookLicense:MITStargazers:13701Issues:0Issues:0

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

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Awesome-Multimodal-Urban-Computing

A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.

Stargazers:66Issues:0Issues:0

Awesome-Urban-Foundation-Models

An Awesome Collection of Urban Foundation Models (UFMs).

License:MITStargazers:77Issues:0Issues:0

kzs-ontheroad

“筷子小手”旅行日志

Stargazers:1Issues:0Issues:0

Time-Series-Library

A Library for Advanced Deep Time Series Models.

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New-Bing-Anywhere

💬 New-Bing-Anywhere extension's source Always use Bing GPT-4

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonLicense:MITStargazers:13306Issues:0Issues:0

Spatio-Temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

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vscode-hexo-utils

vscode sidebar for hexo.

Language:TypeScriptLicense:MITStargazers:46Issues:0Issues:0

research_spatio-temporal-data-mining

A collection of research on spatio-temporal data mining

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Knowledge-Graph-Publications

Top-level Conference Publications on Knowledge Graph

Stargazers:338Issues:0Issues:0

ASTGCN-2019-mxnet

⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch

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deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:2496Issues:0Issues:0

19nCoV-SEIR-Estimation

An adjustive SEIR model to estimate parameters of 2019-nCoV

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:19Issues:0Issues:0

VirusDB

Virus AI platform

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Outlier-detection

Outlier detection data sets; Datasets; MREOD

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Deep_Learning_Weather_Forecasting

Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019

Language:PythonLicense:Apache-2.0Stargazers:91Issues:0Issues:0