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"
  ☆484Updated last year
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆64Updated 2 years ago
• sanatonek / TNC_representation_learning
  ☆125Updated 3 years ago
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆129Updated last year
• renqi1 / Time_Series_Classification
  ☆49Updated 2 years ago
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆98Updated last year
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆169Updated 2 years ago
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆169Updated last year
• Mingyue-Cheng / TimeMAE
  ☆120Updated last year
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆235Updated 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.…
  ☆153Updated last year
• Navidfoumani / ConvTran
  This is a PyTorch implementation of ConvTran
  ☆175Updated 10 months ago
• mims-harvard / TFC-pretraining
  Self-supervised contrastive learning for time series via time-frequency consistency
  ☆515Updated last year
• DAMO-DI-ML / KDD2023-DCdetector
  ☆261Updated 2 years ago
• Jhryu30 / AnomalyBERT
  ☆160Updated last year
• qianlima-lab / time-series-ptms
  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).
  ☆216Updated last year
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆46Updated 7 years ago
• Navidfoumani / Disjoint-CNN
  Disjoint-CNN for Multivariate Time Series Classification
  ☆23Updated 2 years ago
• emadeldeen24 / TSLANet
  [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…
  ☆250Updated last year
• zwzhang123 / TimeGAN-pytorch
  Pytorch implementation of the paper "Time-series Generative Adversarial Networks".
  ☆106Updated 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…
  ☆405Updated last year
• Wensi-Tang / OS-CNN
  ☆145Updated 6 months ago
• emadeldeen24 / AdaTime
  [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
  ☆224Updated 2 years ago
• RadiantResearch / TSAT
  Transformer based model for time series prediction
  ☆134Updated 3 years ago
• BorealisAI / scaleformer
  ☆137Updated 2 years ago
• ghsama / ConvTransformerTimeSeries
  Convolutional Transformer for time series
  ☆282Updated 5 years ago
• Zero-coder / FECAM
  About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
  ☆155Updated 2 years ago
• ant-research / Pyraformer
  ☆300Updated 3 years ago
• OrigamiSL / TCCT2021
  Convolutional Transformer Architectures Complementary to Time Series Forecasting Transformer Models
  ☆50Updated 4 years ago
• imics-lab / tts-cgan
  TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
  ☆83Updated 3 years ago