chngyj Goto Github PK

aidd

Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems

bht-arima

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

cutpicture

docs-cn

OpenTelemetry 中文文档: 接入使用、技术标准、RFC、SDK等.

fcdnet

fits

FITS: Frequency Interpolation Time Series Analysis Baseline

fredf

Repository for "FreDF: Learning to Forecast in the Transformed Domain"

fredformer

frets

Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

github-slideshow

A robot powered training repository :robot:

hdmixer

icml2022-fedformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

immook.eg

littlealbum

ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

mtgnn

mts-mixers

MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing(华为-哈工大)

p2pmoney

2018.7.30-8.19--P2PMoney

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

robuststl

Unofficial Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (阿里AAAI 2019)

stid

Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

tensor-learning

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

time-series-library

A Library for Advanced Deep Time Series Models.（清华2022 五维雷达图）

torch-kalman

THIS PROJECT HAS BEEN MOVED: https://github.com/strongio/torchcast

transdim

Machine learning for transportation data imputation and prediction.（LCR 低秩矩阵插补）

trustworthyai

trustworthy AI related projects(华为诺亚 因果库)

tsat

Transformer based model for time series prediction（arXiv SMD分解TS，构建图结构，Transformer输出）

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.