Alternatives and similar repositories for graphs4mer

Users that are interested in graphs4mer are comparing it to the libraries listed below

• DL4mHealth / COMET
  [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series
  ☆77Updated 2 years ago
• microsoft / PhysioPro
  A deep learning framework for physiological data processing and understanding.
  ☆106Updated 4 months ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆47Updated 2 years ago
• tsy935 / eeg-gnn-ssl
  ☆179Updated 3 years ago
• egyptdj / stagin
  STAGIN: Spatio-Temporal Attention Graph Isomorphism Network
  ☆104Updated 2 years ago
• DL4mHealth / Contrastive-Learning-in-Medical-Time-Series-Survey
  A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series
  ☆35Updated last year
• ziyujia / MSTGCN
  Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
  ☆84Updated 9 months ago
• Navidfoumani / EEG2Rep
  KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
  ☆79Updated 2 months ago
• DL4mHealth / Medformer
  [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification
  ☆164Updated 9 months ago
• BobZwr / Cross-Reconstruction-Transformer
  The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…
  ☆51Updated 2 years ago
• Wayfear / BrainNetworkTransformer
  The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.
  ☆135Updated 3 years ago
• DL4mHealth / ADformer
  An End-to-end Transformer for Alzheimer's Disease Detection
  ☆20Updated 4 months ago
• wpf535236337 / LLMs4TS
  ☆141Updated 5 months ago
• yzz673 / Brant
  Pre-trained Transformer on Brain Signals
  ☆36Updated 3 weeks ago
• Armanfard-Lab / EEG-CGS
  [AAAI 2023] Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis
  ☆42Updated 2 years ago
• elgazzarr / fMRIGNNs
  Benchmarking GNNs for fMRI analysis
  ☆25Updated 3 years ago
• mims-harvard / Raindrop
  Graph Neural Networks for Irregular Time Series
  ☆214Updated 3 years ago
• bruAristimunha / Synthetic-Sleep-EEG-Signal-Generation-using-Latent-Diffusion-Models
  Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.
  ☆60Updated last year
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆53Updated 2 years ago
• JAEarly / MILTimeSeriesClassification
  Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
  ☆54Updated last year
• ycq091044 / ATD
  NeurIPS2022: Code for ATD, Sleep-EDF, HAR,PTB-XL, MGH data processing
  ☆16Updated 3 years ago
• IBM / eeg-ieeg-brain-compressor
  PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…
  ☆15Updated 3 months ago
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆166Updated last year
• ycq091044 / BIOT
  NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.
  ☆175Updated 2 years ago
• hongmingli1995 / CR-VAE
  ☆33Updated 2 years ago
• lanxiang1017 / DynamicBadPairMining_ICLR24
  DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…
  ☆17Updated last year
• DL4mHealth / LEAD
  The World's First Foundational Model for EEG-based Alzheimer's Disease Detection
  ☆71Updated 10 months ago
• Anwar-Said / NeuroGraph
  Benchmarks for Graph Machine Learning in Brain Connectomics
  ☆42Updated 10 months ago
• CECNL / MAtt
  ☆69Updated 2 years ago
• alien18 / GCN_SCZ_Classification
  ☆11Updated 3 years ago