Alternatives and similar repositories for DLinear

Users that are interested in DLinear 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…
  ☆128Updated 3 years ago
• RuifMaxx / Multidimensional-time-series-with-transformer
  transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测
  ☆238Updated 2 years ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆242Updated 6 months ago
• hughxx / tsf-new-paper-taste
  A code implementation of new papers in the time series forecasting field.
  ☆125Updated 2 years ago
• FateMurphy / CEEMDAN_LSTM
  CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.
  ☆290Updated 11 months ago
• TonyEinstein / informer_ChineseNotes
  ☆69Updated 2 years ago
• hyliush / deep-time-series
  Deep learning PyTorch library for time series forecasting
  ☆132Updated 2 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆557Updated last year
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆206Updated 2 years ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆212Updated last year
• ashrafalaghbari / GA-TCN-LSTM
  An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.
  ☆78Updated 2 years ago
• MAZiqing / FEDformer
  ☆784Updated 2 years ago
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆134Updated 3 years ago
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆128Updated 3 years ago
• decisionintelligence / pathformer
  ☆254Updated last year
• ArcherCYM / CEEMDAN-LSTM
  Paper-Reproduce: (ESWA) Forecasting the realized volatility of stock price index: A hybrid model integrating CEEMDAN and LSTM
  ☆72Updated last year
• lss-1138 / SegRNN
  [IEEE IoT-J 2026] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." …
  ☆140Updated this week
• FateMurphy / CEEMDAN-VMD-GRU
  CEEMDAN-VMD-LSTM Forecasting model (a light version of CEEMDAN_LSTM)
  ☆108Updated 3 years ago
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆122Updated 10 months 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
• lpphd / multivariate-attention-tcn
  ☆99Updated 2 years ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆228Updated 5 months ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆282Updated 5 years ago
• TangPeiwang / PatchMLP
  ☆39Updated 11 months ago
• eai2x / TimeSeriesMoonlightBox
  time series analysis models source code
  ☆249Updated 3 years ago
• ant-research / Pyraformer
  ☆300Updated 3 years ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆405Updated last year
• quovadisss / TimeSeriesForecasting_AI_team1
  Seoultech AI Class Team Project
  ☆14Updated 4 years ago
• Rssevenyu / pytorch-time_series_data-prediction-with-gru-and-lstm
  (pytorch)time_series_data-prediction-with-gru-and-lstm
  ☆47Updated 3 years ago
• WuZK96 / X12-ARIMA-ICEEMDAN-FCM-FTS
  ☆28Updated 4 years ago