Alternatives and similar repositories for TSAT:

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

• Masterleia / TSF_LSTF_Compare
  Time series forecasting especially in LSTF compare，include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…
  ☆113Updated 2 years ago
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆80Updated last year
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆110Updated 2 years ago
• LarsBentsen / FFTransformer
  Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0
  ☆77Updated 10 months ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆163Updated last year
• BorealisAI / scaleformer
  ☆130Updated 2 years ago
• Frank-Wang-oss / FCSTGNN
  ☆106Updated last year
• ddz16 / Preformer
  This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…
  ☆45Updated 2 years ago
• BeBeYourLove / TDformer
  for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…
  ☆36Updated last year
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆223Updated 2 years ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆92Updated 5 months ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆133Updated 2 years ago
• xun468 / Time-GNN
  Time-series forecasting with GNNs
  ☆33Updated last year
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆94Updated last year
• shangzongjiang / MAGNN
  ☆89Updated 4 months ago
• chenzRG / Fredformer
  ☆83Updated last month
• aikunyi / FourierGNN
  Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"
  ☆206Updated last year
• seunghan96 / pits
  ☆67Updated 11 months ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆216Updated 2 years ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆172Updated 4 months ago
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆88Updated 7 months ago
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆81Updated last year
• stevinc / Transformer_Timeseries
  Pytorch code for Google's Temporal Fusion Transformer
  ☆92Updated 2 years ago
• lpphd / multivariate-attention-tcn
  ☆93Updated 2 years ago
• aikunyi / FreTS
  Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"
  ☆172Updated last year
• tianzhou2011 / FiLM
  ☆98Updated 2 years ago
• YHYHYHYHYHY / ATFNet
  Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
  ☆115Updated 5 months ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆56Updated 10 months ago
• Vsooong / multivariate-prediction
  time-series-predictoin(LSTNet,SAB,Transformer...)
  ☆140Updated 6 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆87Updated last month