Alternatives and similar repositories for TNC_representation_learning

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

• reml-lab / mTAN
  Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
  ☆132Updated 3 years ago
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆144Updated 11 months ago
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆124Updated 4 years ago
• ranakroychowdhury / TARNet
  Task-Aware Reconstruction for Time-Series Transformer
  ☆60Updated 2 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆146Updated last year
• Mingyue-Cheng / TimeMAE
  ☆97Updated 6 months ago
• salesforce / CoST
  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
  ☆223Updated 2 years ago
• JonathanCrabbe / Dynamask
  This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…
  ☆76Updated 2 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆44Updated 6 years ago
• mqwfrog / ULTS
  ULTS: A unified and standardized library of unsupervised representation learning approaches for time series
  ☆48Updated last year
• zhycs / LaST
  Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
  ☆78Updated 2 years ago
• cruiseresearchgroup / TSCP2
  Time Series Change Point Detection based on Contrastive Predictive Coding
  ☆80Updated 3 years ago
• seunghan96 / softclt
  ☆72Updated last year
• haoyfan / SelfTime
  (Under Review)
  ☆67Updated 3 years ago
• Francois-Aubet / gluon-ts
  Probabilistic time series modeling in Python
  ☆25Updated 3 years ago
• sindhura97 / STraTS
  ☆75Updated 9 months ago
• ranakroychowdhury / PrimeNet
  ☆18Updated 2 years ago
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆79Updated last year
• Alrash / TimesURL
  The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
  ☆81Updated last year
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆91Updated 3 years ago
• thuml / SimMTM
  About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…
  ☆128Updated last year
• qianlima-lab / DTCR
  The paper "Learning Representations for Time Series Clustering"
  ☆93Updated 4 years ago
• mims-harvard / Raincoat
  Domain Adaptation for Time Series Under Feature and Label Shifts
  ☆119Updated last year
• xingyu617 / SimTS_Representation_Learning
  ☆47Updated last year
• Wensi-Tang / OS-CNN
  ☆140Updated 2 years ago
• XAI-360 / TSCL
  Contrastive Learning for Time Series
  ☆38Updated 2 years ago
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆102Updated last year
• HamzaG737 / Deep-temporal-clustering
  A non-official pytorch implementation of the DTC model for time series classification.
  ☆52Updated 3 years ago
• ML4ITS / TimeVQVAE
  [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…
  ☆136Updated 2 months ago
• itouchz / awesome-deep-time-series-representations
  A curated list of state-of-the-art papers on deep learning for universal representations of time series.
  ☆166Updated 5 months ago