Alternatives and similar repositories for STSGT:

Users that are interested in STSGT are comparing it to the libraries listed below

• xun468 / Time-GNN
  Time-series forecasting with GNNs
  ☆33Updated last year
• lichuustc / UnetTSF
  UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model
  ☆47Updated last year
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆128Updated 2 years ago
• AI4CTS / lightcts
  ☆36Updated 8 months ago
• joeloskarsson / tgnn4i
  Code for our paper "Temporal Graph Neural Networks for Irregular Data"
  ☆18Updated last year
• EnowshWong / Multi-step_Multivariate_Time_Series_Prediction
  ☆18Updated 5 years ago
• aryan-jadon / Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow
  This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecastin…
  ☆80Updated last week
• OrigamiSL / GBT
  Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.
  ☆38Updated 11 months ago
• YoZhibo / ForecastGrapher
  ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
  ☆25Updated 8 months ago
• lixixibj / forecasting-with-time-series-imaging
  time series forecasting with image
  ☆45Updated last year
• shangzongjiang / MAGNN
  ☆89Updated 2 months ago
• ddz16 / Preformer
  This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…
  ☆43Updated 2 years ago
• sheoyon-jhin / CONTIME
  Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
  ☆28Updated 5 months ago
• chenzRG / Fredformer
  ☆75Updated this week
• tstanczyk95 / WeatherGCNet
  Spatiotemporal graph convolutional network for wind speed prediction.
  ☆36Updated 3 years ago
• xinychen / tracebase
  Temporal matrix factorization for sparse traffic time series forecasting.
  ☆49Updated 3 weeks ago
• zhaoyizhaoyi / icdm_wavelet_attention
  combine wavelet transform and attention mechanism for time series forecasting or classification
  ☆29Updated 6 years ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆57Updated 8 months ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆126Updated 2 years ago
• aikunyi / time_series_frequency
  Neural Time Series Analysis with Fourier Transform: A Survey
  ☆24Updated 2 years ago
• smallGum / MLCNN-Multivariate-Time-Series
  Codes for Multi-Level Construal Neural Network framework
  ☆49Updated 4 years ago
• qianlima-lab / DiffShape
  This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…
  ☆29Updated 9 months ago
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆77Updated 2 years ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆80Updated 2 years ago
• MTS-BenchMark / MvTS
  Multivariate Time Series Repository
  ☆63Updated last year
• Abdulmajid-Murad / deep_probabilistic_forecast
  PyTorch implementation of probabilistic deep forecast applied to air quality.
  ☆25Updated 3 years ago
• jlu-phyComputer / T2B-PE
  The repo is the official implementation for the paper: Intriguing Properties of Positional Encoding in Time Series Forecasting.
  ☆14Updated 4 months ago
• Bounger2 / ST-CGCN
  Display of data sets and core code in STCGCN
  ☆20Updated 2 years ago
• decisionintelligence / MTSF-DG
  ☆21Updated 10 months ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆90Updated 3 months ago