Alternatives and similar repositories for PatchMLP:

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

• 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 2 years ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆168Updated last year
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆112Updated 2 years ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆97Updated last year
• hqh0728 / HDMixer
  ☆43Updated last year
• decisionintelligence / DUET
  [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
  ☆118Updated last week
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆43Updated 5 months ago
• zclzcl0223 / TimeLinear
  Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"
  ☆36Updated 3 months ago
• plumprc / RTSF
  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
  ☆82Updated last year
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆90Updated 8 months ago
• shangzongjiang / Ada-MSHyper
  ☆52Updated 2 months ago
• decisionintelligence / pathformer
  ☆207Updated 8 months ago
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆83Updated last year
• stitsyuk / xPatch
  [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"
  ☆46Updated last week
• seunghan96 / pits
  ☆68Updated 11 months ago
• XiangMa-Shaun / U-Mixer
  ☆17Updated 4 months ago
• hanlu-nju / channel_independent_MTSF
  Official code for "The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Foreca…
  ☆57Updated 10 months ago
• lichuustc / UnetTSF
  UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model
  ☆51Updated last year
• thuml / Timer-XL
  About Code release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"
  ☆30Updated last week
• shangzongjiang / MAGNN
  ☆91Updated 4 months ago
• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆105Updated 3 months ago
• Masterleia / TSF_LSTF_Compare
  Time series forecasting especially in LSTF compare，include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…
  ☆114Updated 2 years ago
• 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
• Yitiann / MTST
  ☆18Updated 9 months ago
• usualheart / PRformer
  The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…
  ☆35Updated 6 months ago
• Frank-Wang-oss / FCSTGNN
  ☆107Updated last year
• chenzRG / Fredformer
  ☆86Updated 2 months ago
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆34Updated last year
• shaowen310 / TimesMamba
  Mamba for Multivariate Time Series Forecasting
  ☆43Updated 7 months ago
• razvanc92 / triformer
  ☆25Updated 2 years ago