Alternatives and similar repositories for Step2heart

Users that are interested in Step2heart are comparing it to the libraries listed below

• iantangc / ContrastiveLearningHAR
  Contrastive Learning (SimCLR) for Human Activity Recognition
  ☆78Updated 4 years ago
• iantangc / SelfHAR
  Improving Human Activity Recognition through Self-training with Unlabeled Data
  ☆42Updated 4 years ago
• zacharycbrown / ssl_baselines_for_biosignal_feature_extraction
  Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.
  ☆53Updated 2 years ago
• OxWearables / ssl-wearables
  Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
  ☆132Updated 8 months ago
• maxxu05 / relcon
  Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)
  ☆15Updated 3 months ago
• STRCWearlab / DeepConvLSTM_py3
  DeepConvLSTM implemented in python 3 and pytorch
  ☆26Updated 3 years ago
• floft / codats
  Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)
  ☆56Updated 4 years ago
• vrcarva / carvalho-etal-2019
  Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification
  ☆21Updated last year
• perslev / U-Time
  U-Time: A Fully Convolutional Network for Time Series Segmentation
  ☆283Updated 6 months ago
• ziyujia / SalientSleepNet
  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
  ☆55Updated 4 years ago
• predict-idlab / sleep-linear
  Do not sleep on traditional machine learning for sleep stage scoring
  ☆52Updated last year
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆44Updated last year
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆47Updated 2 years ago
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆156Updated last year
• dyq0811 / EEG-Transformer-seq2seq
  Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media La…
  ☆57Updated 4 years ago
• njtwomey / har_datasets
  A repository for unified analysis of accelerometer-based human activity recognition.
  ☆37Updated 2 years ago
• isukrit / encodingHumanActivity
  Encoding human activity by considering salient sensors and time points.
  ☆40Updated 2 years ago
• mqwfrog / ULTS
  ULTS: A unified and standardized library of unsupervised representation learning approaches for time series
  ☆50Updated last year
• Tian0426 / CL-HAR
  ☆63Updated 2 years ago
• Dreem-Organization / RobustSleepNet
  Transfer learning for sleep stage detection
  ☆31Updated 3 years ago
• OxWearables / capture24
  CAPTURE-24: Human activity recognition with activity trackers
  ☆42Updated 7 months ago
• DL4mHealth / Contrastive-Learning-in-Medical-Time-Series-Survey
  A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series
  ☆29Updated last year
• cruiseresearchgroup / COCOA
  COCOA: Cross Modality Contrastive Learning for Sensor Data
  ☆26Updated 2 years ago
• flowerinheart / AttnSense
  ☆9Updated 6 years ago
• SCXsunchenxi / ISMTS-Review
  ☆26Updated last year
• likith012 / mulEEG
  Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
  ☆34Updated 2 years ago
• Nokia-Bell-Labs / papagei-foundation-model
  (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals
  ☆94Updated last week
• meta00 / vital_sqi
  A package for physiological signal quality control
  ☆33Updated 7 months ago
• mmalekzadeh / dana
  DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
  ☆47Updated 3 years ago
• markub3327 / HAR-Transformer
  Transformer for Human Activity Recognition
  ☆72Updated 2 years ago