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"
  ☆438Updated last year
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆162Updated 3 months ago
• Mingyue-Cheng / TimeMAE
  ☆101Updated 7 months ago
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆98Updated 6 months ago
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆61Updated 2 years ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆83Updated last year
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆154Updated last year
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆225Updated 2 years ago
• Navidfoumani / Disjoint-CNN
  Disjoint-CNN for Multivariate Time Series Classification
  ☆22Updated last year
• DAMO-DI-ML / KDD2023-DCdetector
  ☆227Updated last year
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆131Updated last year
• sanatonek / TNC_representation_learning
  ☆121Updated 2 years ago
• renqi1 / Time_Series_Classification
  ☆49Updated 2 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆43Updated 6 years ago
• Navidfoumani / TSC_Survey
  Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
  ☆37Updated last year
• mims-harvard / TFC-pretraining
  Self-supervised contrastive learning for time series via time-frequency consistency
  ☆479Updated last year
• emadeldeen24 / TSLANet
  [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…
  ☆197Updated 9 months ago
• seunghan96 / softclt
  ☆75Updated last year
• seunghan96 / pits
  ☆76Updated last year
• luodhhh / ModernTCN
  This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…
  ☆314Updated last year
• mehryar72 / TimeSeriesClassification-TPS
  ☆24Updated last year
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆72Updated last year
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆148Updated last year
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆280Updated 5 years ago
• Frank-Wang-oss / FCSTGNN
  ☆114Updated last year
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆102Updated last year
• spencerbraun / anomaly_transformer_pytorch
  PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
  ☆239Updated 2 years ago
• hihihihiwsf / AST
  Adversarial Sparse Transformer for Time Series Forecasting
  ☆140Updated 3 years ago
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆131Updated 3 years ago
• imics-lab / tts-cgan
  TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
  ☆80Updated 2 years ago