Alternatives and similar repositories for ConvTimeNet

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

• aikunyi / Amplifier
  Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".
  ☆29Updated last year
• hqh0728 / HDMixer
  ☆47Updated 2 years ago
• CSyyn / VCformer
  ☆24Updated last year
• mumiao2000 / CrossLinear
  ☆45Updated 6 months ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆121Updated 10 months ago
• QiangWu-AI / Peri-midFormer
  Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'
  ☆40Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆37Updated 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…
  ☆38Updated 2 years ago
• YunshiWen / InterpretGatedNetwork
  ☆26Updated 11 months ago
• LiYuxin321 / TMDM
  Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
  ☆39Updated last year
• syrGitHub / HCAN
  ☆38Updated last year
• Mingyue-Cheng / TimeMAE
  ☆120Updated last year
• Dilfiraa / PS_Loss
  ☆61Updated last month
• zshhans / MSD-Mixer
  [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
  ☆96Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆32Updated last year
• junwoopark92 / Self-Supervised-Contrastive-Forecsating
  "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…
  ☆80Updated last year
• chenzRG / Fredformer
  ☆109Updated 7 months ago
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆35Updated 2 years ago
• syrGitHub / TFPS
  The code for TFPS
  ☆63Updated last year
• Levi-Ackman / ReFocus
  Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"
  ☆15Updated 2 months ago
• wayne155 / FAN
  ☆67Updated last year
• hkuedl / Evolving_Multiscale_Normalization
  Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>
  ☆14Updated last year
• wxie9 / CARD
  ☆97Updated last year
• FMLYD / FTMixer
  ☆12Updated last year
• blacksnail789521 / TimeDRL
  Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.
  ☆27Updated last year
• lichuustc / UnetTSF
  UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model
  ☆56Updated 2 years ago
• sunbus100 / FreqMoE-main
  The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"
  ☆44Updated 10 months ago
• Secure-and-Intelligent-Systems-Lab / WPMixer
  WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)
  ☆77Updated 2 months ago
• huangst21 / TimeKAN
  An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…
  ☆98Updated 11 months ago
• Levi-Ackman / Leddam
  [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…
  ☆78Updated 11 months ago