Alternatives and similar repositories for ssl-for-timeseries

Users that are interested in ssl-for-timeseries are comparing it to the libraries listed below

• Wickstrom / MixupContrastiveLearning
  Code for mixup contrastive learning
  ☆22Updated 4 years ago
• dominikalfke / TimeSeriesSSL
  A study of distance measures and learning methods for semi-supervised learning on time series data
  ☆17Updated 4 years ago
• cchallu / dghl
  ☆28Updated 3 years ago
• haoyfan / SelfTime
  (Under Review)
  ☆67Updated 4 years ago
• mqwfrog / MHCCL
  MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)
  ☆41Updated last year
• LceOmlet / UniTS
  Official implementation of "UniTS: A Universal Time Series Analysis Framework Powered by Self-supervised Representation Learning"
  ☆36Updated last month
• XAI-360 / TSCL
  Contrastive Learning for Time Series
  ☆40Updated 2 years ago
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆82Updated 2 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆43Updated 6 years ago
• googleinterns / local_global_ts_representation
  ☆22Updated 3 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…
  ☆75Updated 3 years ago
• zhycs / LaST
  Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
  ☆81Updated 2 years ago
• xingyu617 / SimTS_Representation_Learning
  ☆49Updated 2 years ago
• duongtrung / time-series-temporal-saliency-patterns
  ☆15Updated 2 years ago
• frankl1 / ustc
  Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
  ☆21Updated 3 years ago
• layer6ai-labs / WinIT
  Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"
  ☆26Updated 2 years ago
• EricssonResearch / UDA-4-TSC
  Unsupervised Domain Adaptation for Time Series Classification
  ☆29Updated last year
• vincent-leguen / STRIPE
  Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"
  ☆88Updated 4 years ago
• Leezekun / ViTST
  [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."
  ☆151Updated last year
• sanatonek / time_series_explainability
  ☆61Updated 4 years ago
• junwoopark92 / Self-Supervised-Contrastive-Forecsating
  "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…
  ☆80Updated last year
• Wensi-Tang / OS-CNN
  ☆141Updated last month
• takeshi-teshima / few-shot-domain-adaptation-by-causal-mechanism-transfer
  Implementation of Few-shot Domain Adaptation by Causal Mechanism Transfer (ICML 2020)
  ☆44Updated 2 years ago
• eai-lab / CAFO
  [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification
  ☆14Updated last year
• reml-lab / hetvae
  Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series
  ☆32Updated 3 years ago
• cruiseresearchgroup / TSCP2
  Time Series Change Point Detection based on Contrastive Predictive Coding
  ☆81Updated 3 years ago
• aikunyi / time_series_frequency
  Neural Time Series Analysis with Fourier Transform: A Survey
  ☆28Updated 2 years ago
• AgustDD / Floss
  ☆18Updated last year
• DAMO-DI-ML / KDD2022-Quatformer
  Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
  ☆29Updated 2 years ago
• eth-siplab / Unsupervised_Periodicity_Detection
  Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"
  ☆12Updated 6 months ago