Alternatives and similar repositories for MPTSNet:

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

• WuQiangXDU / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆35Updated 3 months ago
• LRQ577 / FAITH
  Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"
  ☆10Updated 9 months ago
• USTBInnovationPark / Frequency-masked-Embedding-Inference
  Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…
  ☆10Updated this week
• Zero-coder / MLGN
  Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚
  ☆16Updated 10 months ago
• CSyyn / VCformer
  ☆19Updated 8 months ago
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆21Updated last year
• wayne155 / FAN
  ☆47Updated 4 months ago
• hqh0728 / HDMixer
  ☆43Updated last year
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆42Updated 2 years ago
• lichuustc / UnetTSF
  UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model
  ☆51Updated last year
• Yitiann / MTST
  ☆18Updated 9 months ago
• Mingyue-Cheng / ConvTimeNet
  ☆53Updated 2 months ago
• DL4mHealth / SSL_Comparison
  A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?
  ☆33Updated last year
• Graph-and-Geometric-Learning / TimeSeriesCCM
  Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
  ☆42Updated 5 months ago
• networkslab / MTST
  ☆23Updated 9 months ago
• FMLYD / FTMixer
  ☆12Updated 8 months ago
• huangsiyuan924 / MEAformer
  MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting
  ☆12Updated 11 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆25Updated 7 months ago
• syrGitHub / HCAN
  ☆23Updated 3 months ago
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆69Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆26Updated 5 months ago
• Secure-and-Intelligent-Systems-Lab / WPMixer
  WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)
  ☆34Updated 2 months ago
• Yanjun-Zhao / GCformer
  ☆52Updated last year
• hkuedl / Evolving_Multiscale_Normalization
  Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>
  ☆14Updated 3 months ago
• onceCWJ / FCDNet
  ☆23Updated 4 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
• duanjufang / MF-CLR
  The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
  ☆12Updated 3 weeks ago
• AgustDD / Floss
  ☆17Updated last year
• emadeldeen24 / TSLANet
  [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…
  ☆181Updated 7 months ago