Alternatives and similar repositories for DeepAR-pytorch

Users that are interested in DeepAR-pytorch are comparing it to the libraries listed below

• zhykoties / TimeSeries
  Implementation of deep learning models for time series in PyTorch.
  ☆389Updated 5 years ago
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆219Updated 5 years ago
• jingw2 / demand_forecast
  ☆464Updated last year
• cchallu / nbeatsx
  ☆199Updated 3 years ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆279Updated 5 years ago
• Vsooong / multivariate-prediction
  time-series-predictoin(LSTNet,SAB,Transformer...)
  ☆142Updated 6 years ago
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆224Updated 2 years ago
• stevinc / Transformer_Timeseries
  Pytorch code for Google's Temporal Fusion Transformer
  ☆95Updated 3 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆529Updated 9 months ago
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆583Updated 2 years ago
• kashif / pytorch-transformer-ts
  Repository of Transformer based PyTorch Time Series Models
  ☆303Updated 6 months ago
• ts-kim / RevIN
  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
  ☆344Updated 8 months ago
• mattsherar / Temporal_Fusion_Transform
  Pytorch Implementation of Google's TFT
  ☆262Updated 5 years ago
• 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
  ☆234Updated last year
• ant-research / Pyraformer
  ☆284Updated 3 years ago
• DAMO-DI-ML / AI-for-Time-Series-Papers-Tutorials-Surveys
  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
  ☆165Updated 2 years ago
• arrigonialberto86 / deepar
  Tensorflow implementation of Amazon DeepAR
  ☆306Updated 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…
  ☆655Updated last year
• laiguokun / multivariate-time-series-data
  ☆828Updated 8 years ago
• DAMO-DI-ML / ICML2022-FEDformer
  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
  ☆207Updated 2 years ago
• plumprc / MTS-Mixers
  MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
  ☆220Updated 2 years ago
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆260Updated 11 months ago
• zhangxu0307 / time_series_forecasting_pytorch
  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
  ☆401Updated 6 years ago
• oneday88 / deepTCN
  ☆157Updated 3 years ago
• fbadine / LSTNet
  A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper
  ☆174Updated 3 years ago
• Daniela-Shereen / GBRT-for-TSF
  ☆199Updated 2 years ago
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆394Updated 3 years ago
• pedrolarben / TimeSeriesForecasting-DeepLearning
  An experiemtal review on deep learning architectures for time series forecasting
  ☆137Updated 3 years ago
• zhihanyue / ts2vec
  A universal time series representation learning framework
  ☆698Updated 10 months ago
• shunyaoshih / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆723Updated 6 years ago