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…
  ☆126Updated 3 years ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆233Updated 3 months ago
• hyliush / deep-time-series
  Deep learning PyTorch library for time series forecasting
  ☆129Updated 2 years ago
• hughxx / tsf-new-paper-taste
  A code implementation of new papers in the time series forecasting field.
  ☆125Updated 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…
  ☆545Updated last year
• 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
  ☆235Updated 2 years ago
• TonyEinstein / informer_ChineseNotes
  ☆69Updated 2 years ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆200Updated last year
• decisionintelligence / pathformer
  ☆243Updated last year
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆133Updated 3 years ago
• FateMurphy / CEEMDAN_LSTM
  CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.
  ☆278Updated 8 months ago
• lss-1138 / SegRNN
  [Under Review] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." Thi…
  ☆137Updated 3 months ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆211Updated last year
• thuml / TimeXer
  Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
  ☆397Updated 11 months ago
• ant-research / Pyraformer
  ☆293Updated 3 years ago
• wanghq21 / MICN
  Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
  ☆126Updated 2 years ago
• CVxTz / time_series_forecasting
  ☆205Updated 3 years ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆376Updated last year
• natashaklingenbrunn / Transformer-Time-Series-Forecasting
  ☆395Updated 4 years ago
• MAZiqing / FEDformer
  ☆769Updated 2 years ago
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆593Updated 2 years ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆219Updated 2 months ago
• ashrafalaghbari / GA-TCN-LSTM
  An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.
  ☆72Updated 2 years ago
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆236Updated 5 years ago
• Secilia-Cxy / SOFTS
  Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.
  ☆271Updated 4 months ago
• lss-1138 / SparseTSF
  [TPAMI 2025 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k …
  ☆238Updated 2 months ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆281Updated 5 years ago
• ChiYaoLa / TimeSeriesPredict
  used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN
  ☆113Updated 5 years ago
• seunghan96 / pits
  ☆80Updated last year
• KasperGroesLudvigsen / influenza_transformer
  PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
  ☆258Updated 3 years ago