behavioral-data / FluStudy
☆13Updated 2 years ago
Alternatives and similar repositories for FluStudy:
Users that are interested in FluStudy are comparing it to the libraries listed below
- ☆15Updated last year
- Time series explainability via self-supervised model behavior consistency☆47Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆68Updated last year
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆36Updated 8 months ago
- ☆26Updated 2 years ago
- ☆32Updated last year
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆10Updated 4 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆17Updated last month
- ☆73Updated 8 months ago
- ☆30Updated 8 months ago
- ☆14Updated 2 months ago
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆41Updated last year
- [ICLR'24] Official PyTorch Implementation of ContraLSP☆29Updated last year
- Implementation of the InterpretTime framework☆45Updated 2 years ago
- ☆24Updated 4 years ago
- Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.☆130Updated 3 years ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆96Updated last month
- Official repository for distributing ECG-QA dataset☆72Updated 3 weeks ago
- Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"☆48Updated last year
- TemporAI: ML-centric Toolkit for Medical Time Series☆114Updated last year
- ☆57Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆52Updated 2 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆39Updated 9 months ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated 11 months ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆143Updated last year
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"☆23Updated 2 years ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆26Updated 6 months ago
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆22Updated 3 weeks ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆75Updated 2 years ago