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
  ☆677Updated last year
• nnzhan / MTGNN
  ☆843Updated last year
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆573Updated 2 years ago
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆738Updated 3 years ago
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆647Updated last year
• shunyaoshih / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆715Updated 6 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆510Updated 7 months ago
• zhykoties / TimeSeries
  Implementation of deep learning models for time series in PyTorch.
  ☆384Updated 4 years ago
• husnejahan / DeepAR-pytorch
  ☆258Updated 3 years ago
• MAZiqing / FEDformer
  ☆699Updated 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.)
  ☆883Updated 2 weeks ago
• LongxingTan / Time-series-prediction
  tfts: Time Series Deep Learning Models in TensorFlow
  ☆844Updated last week
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆389Updated 3 years ago
• microsoft / StemGNN
  Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
  ☆536Updated 9 months ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆633Updated this week
• zhangxu0307 / time_series_forecasting_pytorch
  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
  ☆395Updated 6 years ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆326Updated 6 months ago
• jingw2 / demand_forecast
  ☆460Updated last year
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆871Updated last year
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆405Updated 9 months ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆520Updated last year
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆666Updated 7 months ago
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆537Updated last year
• Zhenye-Na / DA-RNN
  📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)
  ☆424Updated 4 years ago
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,373Updated 2 years ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆276Updated 4 years ago
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆811Updated 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
  ☆232Updated last year
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆319Updated 3 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…
  ☆1,834Updated 7 months ago