Alternatives and similar repositories for Nonstationary_Transformers:

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

• MAZiqing / FEDformer
  ☆669Updated last year
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆503Updated last year
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆293Updated 4 months ago
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆640Updated last year
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆557Updated last year
• ant-research / Pyraformer
  ☆274Updated 2 years ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆211Updated last year
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆386Updated 7 months ago
• DAMO-DI-ML / ICML2022-FEDformer
  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
  ☆203Updated 2 years ago
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆206Updated 4 years ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆274Updated 4 years ago
• DAMO-DI-ML / NeurIPS2023-One-Fits-All
  The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
  ☆498Updated last year
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆221Updated last year
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆649Updated 5 months ago
• GestaltCogTeam / STEP
  Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
  ☆346Updated last year
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆851Updated this week
• cchallu / nbeatsx
  ☆193Updated 2 years ago
• thuml / Koopa
  Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…
  ☆203Updated 6 months ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆604Updated this week
• 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
  ☆228Updated last year
• husnejahan / DeepAR-pytorch
  ☆255Updated 3 years ago
• KasperGroesLudvigsen / influenza_transformer
  PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
  ☆246Updated 2 years ago
• Zeying-Gong / PatchMixer
  About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"
  ☆195Updated 6 months ago
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆387Updated 3 years ago
• thuml / TimesNet
  About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…
  ☆769Updated 9 months ago
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆713Updated 3 years ago
• hughxx / tsf-new-paper-taste
  A code implementation of new papers in the time series forecasting field.
  ☆123Updated last year
• GestaltCogTeam / STID
  Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
  ☆204Updated 4 months ago
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆797Updated last year