Alternatives and similar repositories for multivariate-time-series-data:

Users that are interested in multivariate-time-series-data are comparing it to the libraries listed below

• laiguokun / LSTNet
  ☆673Updated last year
• nnzhan / MTGNN
  ☆828Updated 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
• 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
• shunyaoshih / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆705Updated 6 years ago
• MAZiqing / FEDformer
  ☆669Updated 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
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆713Updated 3 years ago
• zhykoties / TimeSeries
  Implementation of deep learning models for time series in PyTorch.
  ☆379Updated 4 years ago
• husnejahan / DeepAR-pytorch
  ☆255Updated 3 years ago
• LongxingTan / Time-series-prediction
  tfts: Time Series Deep Learning Models in TensorFlow
  ☆835Updated this week
• microsoft / StemGNN
  Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
  ☆526Updated 7 months ago
• GestaltCogTeam / BasicTS
  A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
  ☆821Updated 2 weeks ago
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆386Updated 7 months ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆488Updated 4 months ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆604Updated this week
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆387Updated 3 years ago
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆649Updated 5 months ago
• jingw2 / demand_forecast
  ☆456Updated 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
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆864Updated last year
• GestaltCogTeam / STEP
  Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
  ☆346Updated last year
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆797Updated last year
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆261Updated 7 months ago
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆316Updated 3 years ago
• WenjieDu / SAITS
  The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…
  ☆355Updated 4 months ago
• cchallu / nbeatsx
  ☆193Updated 2 years ago
• yuqinie98 / PatchTST
  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…
  ☆1,753Updated 5 months ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆518Updated 9 months ago