Alternatives and similar repositories for pytorch-GAN-timeseries

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

• numancelik34 / TimeSeries-GAN
  Generation of Time Series data using generatuve adversarial networks (GANs) for biological purposes.
  ☆113Updated 5 years ago
• birdx0810 / timegan-pytorch
  This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.
  ☆82Updated 3 years ago
• IvanBongiorni / GAN-RNN_Timeseries-imputation
  Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
  ☆174Updated 2 years ago
• SigCGANs / Conditional-Sig-Wasserstein-GANs
  ☆134Updated last year
• zzw-zwzhang / TimeGAN-pytorch
  Pytorch implementation of the paper "Time-series Generative Adversarial Networks".
  ☆101Updated 2 years ago
• hihihihiwsf / AST
  Adversarial Sparse Transformer for Time Series Forecasting
  ☆140Updated 3 years ago
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆260Updated last year
• jsyoon0823 / TimeGAN
  Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
  ☆979Updated 2 months ago
• firmai / mtss-gan
  MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
  ☆93Updated 4 years ago
• Yashkataria / CGAN-for-time-series
  ☆45Updated 4 years ago
• Luoyonghong / Multivariate-Time-Series-Imputation-with-Generative-Adversarial-Networks
  NIPS2018 paper
  ☆192Updated 6 years ago
• alex-sh-yau / VAE
  Variational Autoencoder for generating financial time-series data
  ☆13Updated 6 years ago
• Vsooong / multivariate-prediction
  time-series-predictoin(LSTNet,SAB,Transformer...)
  ☆142Updated 6 years ago
• dehoyosb / temporal_fusion_transformer_pytorch
  ☆226Updated 5 years ago
• imics-lab / tts-gan
  TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
  ☆272Updated last year
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆281Updated 5 years ago
• abudesai / timeVAE
  TimeVAE implementation in keras/tensorflow
  ☆153Updated 4 months ago
• vincent-leguen / DILATE
  Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"
  ☆391Updated 4 years ago
• Luoyonghong / E2EGAN
  ☆85Updated 6 years ago
• Zhenye-Na / DA-RNN
  📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)
  ☆425Updated 4 years ago
• KurochkinAlexey / DA-RNN
  Pytorch implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction https://arxiv.org/pdf/1704.02971…
  ☆38Updated 6 years ago
• fjxmlzn / DoppelGANger
  [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
  ☆306Updated last year
• jsyoon0823 / Time-series-prediction
  Basic RNN, LSTM, GRU, and Attention for time-series prediction
  ☆177Updated 10 months ago
• lpphd / multivariate-attention-tcn
  ☆97Updated 2 years ago
• caow13 / BRITS
  Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series
  ☆229Updated 6 years ago
• stevinc / Transformer_Timeseries
  Pytorch code for Google's Temporal Fusion Transformer
  ☆99Updated 3 years ago
• gioramponi / GAN_Time_Series
  A model to generate time series data with the purpose of augmenting a dataset of various time series.
  ☆63Updated 5 years ago
• zhangxu0307 / time_series_forecasting_pytorch
  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
  ☆410Updated 6 years ago
• oneday88 / deepTCN
  ☆158Updated 3 years ago
• spdin / time-series-prediction-lstm-pytorch
  Time Series Prediction with LSTM Using PyTorch
  ☆210Updated 6 years ago