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

• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆594Updated 2 years ago
• laiguokun / LSTNet
  ☆689Updated 2 years ago
• lixus7 / Time-Series-Works-Conferences
  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
  ☆940Updated 2 months ago
• nnzhan / MTGNN
  ☆914Updated 2 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…
  ☆668Updated 2 years ago
• zhykoties / TimeSeries
  Implementation of deep learning models for time series in PyTorch.
  ☆394Updated 5 years ago
• shunyaoshih / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆735Updated 7 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆555Updated last year
• MAZiqing / FEDformer
  ☆781Updated 2 years ago
• zhouhaoyi / ETDataset
  The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
  ☆899Updated 4 years ago
• husnejahan / DeepAR-pytorch
  ☆270Updated 4 years ago
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆799Updated last year
• natashaklingenbrunn / Transformer-Time-Series-Forecasting
  ☆401Updated 4 years ago
• microsoft / StemGNN
  Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
  ☆593Updated last year
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆906Updated 2 years ago
• DaoSword / Time-Series-Forecasting-and-Deep-Learning
  Resources about time series forecasting and deep learning.
  ☆755Updated last week
• LongxingTan / Time-series-prediction
  tfts: Time Series Deep Learning Models in TensorFlow
  ☆879Updated this week
• xiyuanzh / time-series-papers
  An up-to-date list of time-series related papers in AI venues.
  ☆429Updated last year
• zhangxu0307 / time_series_forecasting_pytorch
  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
  ☆416Updated 6 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…
  ☆485Updated 3 months ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆392Updated last year
• gzerveas / mvts_transformer
  Multivariate Time Series Transformer, public version
  ☆863Updated 3 months ago
• jingw2 / demand_forecast
  ☆471Updated 2 years ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆545Updated last year
• Thinklab-SJTU / Crossformer
  Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…
  ☆653Updated 2 years ago
• WenjieDu / Awesome_Imputation
  Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…
  ☆400Updated 4 months ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆282Updated 5 years ago
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆322Updated 4 years ago
• cchallu / nbeatsx
  ☆210Updated 3 years ago
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,449Updated 2 years ago