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"
  ☆450Updated last year
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆158Updated last year
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆62Updated 2 years ago
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆102Updated 7 months ago
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆166Updated 4 months ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆282Updated 5 years ago
• Mingyue-Cheng / TimeMAE
  ☆102Updated 8 months ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆43Updated 6 years ago
• Navidfoumani / Disjoint-CNN
  Disjoint-CNN for Multivariate Time Series Classification
  ☆22Updated last year
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆131Updated 3 years ago
• emadeldeen24 / TSLANet
  [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…
  ☆208Updated 10 months ago
• renqi1 / Time_Series_Classification
  ☆49Updated 2 years ago
• mims-harvard / TFC-pretraining
  Self-supervised contrastive learning for time series via time-frequency consistency
  ☆485Updated last year
• OrigamiSL / TCCT2021
  Convolutional Transformer Architectures Complementary to Time Series Forecasting Transformer Models
  ☆50Updated 3 years ago
• sanatonek / TNC_representation_learning
  ☆122Updated 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.…
  ☆136Updated last year
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆226Updated 2 years ago
• luodhhh / ModernTCN
  This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…
  ☆329Updated last year
• DAMO-DI-ML / KDD2023-DCdetector
  ☆232Updated last year
• spencerbraun / anomaly_transformer_pytorch
  PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
  ☆244Updated 2 years ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆87Updated last year
• mehryar72 / TimeSeriesClassification-TPS
  ☆24Updated last year
• imics-lab / tts-cgan
  TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
  ☆80Updated 2 years ago
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆72Updated last year
• emadeldeen24 / AdaTime
  [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
  ☆210Updated 2 years ago
• Zero-coder / FECAM
  About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
  ☆143Updated last year
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆150Updated last year
• LiamMaclean216 / Pytorch-Transfomer
  My implementation of the transformer architecture from the Attention is All you need paper applied to time series.
  ☆323Updated 4 years ago
• Navidfoumani / TSC_Survey
  Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
  ☆39Updated last year
• Jhryu30 / AnomalyBERT
  ☆150Updated last year