Alternatives and similar repositories for Time-series-prediction

Users that are interested in Time-series-prediction are comparing it to the libraries listed below

• shunyaoshih / TPA-LSTM
  Temporal Pattern Attention for Multivariate Time Series Forecasting
  ☆721Updated 6 years ago
• mlpotter / Transformer_Time_Series
  Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
  ☆580Updated 2 years ago
• jingw2 / demand_forecast
  ☆462Updated last year
• maxjcohen / transformer
  Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
  ☆881Updated last year
• oliverguhr / transformer-time-series-prediction
  proof of concept for a transformer-based time series prediction model
  ☆1,393Updated 2 years ago
• zhykoties / TimeSeries
  Implementation of deep learning models for time series in PyTorch.
  ☆389Updated 5 years ago
• JulesBelveze / time-series-autoencoder
  PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
  ☆675Updated 2 months ago
• zhangxu0307 / time_series_forecasting_pytorch
  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
  ☆398Updated 6 years ago
• laiguokun / multivariate-time-series-data
  ☆822Updated 8 years ago
• philipperemy / n-beats
  Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
  ☆881Updated 2 years ago
• AIStream-Peelout / flow-forecast
  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
  ☆2,186Updated this week
• laiguokun / LSTNet
  ☆682Updated last year
• cure-lab / SCINet
  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…
  ☆657Updated last year
• allen-chiang / Time-Series-Transformer
  A data preprocessing package for time series data. Design for machine learning and deep learning.
  ☆217Updated 4 years ago
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆321Updated 3 years ago
• nok-halfspace / Transformer-Time-Series-Forecasting
  ☆394Updated 3 years ago
• Alro10 / deep-learning-time-series
  List of papers, code and experiments using deep learning for time series forecasting
  ☆2,698Updated last year
• husnejahan / DeepAR-pytorch
  ☆261Updated 4 years ago
• pyaf / load_forecasting
  Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
  ☆549Updated 5 months ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆277Updated 5 years ago
• mattsherar / Temporal_Fusion_Transform
  Pytorch Implementation of Google's TFT
  ☆260Updated 5 years ago
• thuml / Nonstationary_Transformers
  Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…
  ☆527Updated 8 months ago
• arrigonialberto86 / deepar
  Tensorflow implementation of Amazon DeepAR
  ☆306Updated 3 years ago
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆260Updated 10 months ago
• Jenniferz28 / Time-Series-ARIMA-XGBOOST-RNN
  Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
  ☆707Updated 5 years ago
• cure-lab / Awesome-time-series
  A comprehensive survey on the time series domains
  ☆526Updated 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
  ☆234Updated last year
• zalandoresearch / pytorch-ts
  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
  ☆1,307Updated 11 months 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.)
  ☆893Updated 2 months ago
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆218Updated 5 years ago