Alternatives and similar repositories for SDformer

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

• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆32Updated last year
• hqh0728 / HDMixer
  ☆46Updated last year
• chenzRG / Fredformer
  ☆99Updated 2 months ago
• CSyyn / VCformer
  ☆23Updated last year
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆66Updated 5 months ago
• Levi-Ackman / ReFocus
  Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"
  ☆15Updated 4 months ago
• syrGitHub / HCAN
  ☆31Updated 8 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆63Updated 6 months ago
• usualheart / PRformer
  The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…
  ☆50Updated 10 months ago
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆60Updated 9 months ago
• FMLYD / FTMixer
  ☆11Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆27Updated last year
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆48Updated 2 years ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆88Updated last year
• AdityaLab / FOIL
  ☆37Updated last year
• wwy155 / NsDiff
  ☆30Updated 2 months ago
• Mingyue-Cheng / ConvTimeNet
  ☆61Updated this week
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆15Updated 5 months ago
• Dilfiraa / PS_Loss
  ☆36Updated 3 months ago
• SJTU-DMTai / LIFT
  The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…
  ☆88Updated 10 months ago
• mumiao2000 / CrossLinear
  ☆19Updated 3 weeks ago
• icantnamemyself / SAN
  Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
  ☆108Updated last year
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆94Updated 2 years ago
• AgustDD / Floss
  ☆18Updated last year
• shaowen310 / TimesMamba
  Mamba for Multivariate Time Series Forecasting
  ☆58Updated 3 months ago
• wayne155 / FAN
  ☆62Updated 9 months ago
• WuQiangXDU / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆38Updated 7 months ago
• Water2sea / TPGN
  Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.
  ☆85Updated 8 months ago
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆72Updated 2 years ago