Meditron is a suite of open-source medical Large Language Models (LLMs).

pyPPG v01

A generalizable application framework for segmentation, regression, and classification using PyTorch

Deep learning-based outlier/anomaly detection

Platform for Inductive Experiments over Medical Data

Platform for Inductive Experiments over Medical Data

A simple set of MEDS polars-based ETL and transformation functions

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

4M: Massively Multimodal Masked Modeling

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

A hyperparameter optimization framework

A unified multi-task time series model.

WebApps in pure Python. No JavaScript, HTML and CSS needed

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Automated Time Series Forecasting

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

A Library for Advanced Deep Time Series Models.

ULTS: A unified and standardized library of unsupervised representation learning approaches for time series

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supportin…

The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

A toolkit for machine learning from time series

Limited automatic tabular ML pipelines for generic MEDS datasets.

A simple set of MEDS polars-based ETL and transformation functions

ACES: Automatic Cohort Extraction System for Event-Streams

Medical natural language parsing and utility library