Alternatives and similar repositories for GTN:

Users that are interested in GTN are comparing it to the libraries listed below

• emadeldeen24 / TS-TCC
  [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
  ☆391Updated 9 months ago
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆55Updated last year
• renqi1 / Time_Series_Classification
  ☆50Updated last year
• Navidfoumani / Disjoint-CNN
  Disjoint-CNN for Multivariate Time Series Classification
  ☆20Updated last year
• Navidfoumani / TSC_Survey
  Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
  ☆27Updated 9 months ago
• DAMO-DI-ML / KDD2023-DCdetector
  ☆206Updated last year
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆132Updated 7 months ago
• Mingyue-Cheng / TimeMAE
  ☆87Updated 2 months ago
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆125Updated 2 years ago
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆138Updated this week
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆221Updated last year
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆44Updated 5 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆126Updated last year
• MarkusThill / bioma-tcn-ae
  Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series
  ☆46Updated 3 years ago
• OrigamiSL / TCCT2021
  Convolutional Transformer Architectures Complementary to Time Series Forecasting Transformer Models
  ☆48Updated 2 years ago
• lpphd / multivariate-attention-tcn
  ☆90Updated last year
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆72Updated 8 months ago
• emadeldeen24 / AdaTime
  [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
  ☆190Updated last year
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆274Updated 4 years ago
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆68Updated last month
• sanatonek / TNC_representation_learning
  ☆112Updated 2 years ago
• Wensi-Tang / OS-CNN
  ☆137Updated 2 years ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆119Updated 8 months ago
• imics-lab / tts-cgan
  TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
  ☆75Updated 2 years ago
• mims-harvard / TFC-pretraining
  Self-supervised contrastive learning for time series via time-frequency consistency
  ☆455Updated 8 months ago
• qianlima-lab / time-series-ptms
  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).
  ☆165Updated 3 months ago
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆316Updated 3 years ago
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆61Updated last year
• Jyukai02 / Gated-Transformer-on-MTS
  使用改良的Transformer模型应用于多维时间序列的分类任务上
  ☆21Updated 3 years ago
• luodhhh / ModernTCN
  This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…
  ☆239Updated 9 months ago