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
Sorting:
- ☆15Updated last year
- Time series explainability via self-supervised model behavior consistency☆48Updated last year
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆38Updated 8 months ago
- Implementation of the InterpretTime framework☆45Updated 2 years ago
- Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"☆14Updated 2 years ago
- ☆27Updated 2 years ago
- ☆75Updated 9 months ago
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆27Updated 6 months ago
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆10Updated 5 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆119Updated last year
- TemporAI: ML-centric Toolkit for Medical Time Series☆116Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆39Updated 10 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆43Updated last year
- Official repository for distributing ECG-QA dataset☆75Updated this week
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆58Updated 2 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆69Updated 2 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆53Updated 2 years ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆69Updated last year
- Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"☆48Updated last year
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆48Updated last year
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆102Updated last month
- ☆57Updated last year
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆18Updated 2 weeks ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆146Updated last year
- ☆16Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆89Updated last year
- ☆26Updated 10 months ago
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆128Updated last year
- ☆32Updated 8 months ago