multi-task learning combing regression and classification tasks with joint feature selection

Time series forecasting with PyTorch

circEWS public code

The best repository showing why transformers don’t work in time series forecasting and showcasing the best SOTA non transformer models.

A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks

PyTorch Tutorial for Deep Learning Researchers

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Evaluation of the Sepsis-3 guidelines in MIMIC-III

Efficient algorithms for analyzing DNA methylation data.

Best Practices on Recommendation Systems

Sepsis Prediction on MIMIC

DataSHIELD server side base functions

Awesome Multitask Learning Resources

A library for encrypted, privacy preserving machine learning

Workshop resources

R package for wrapper functions, preprocessing, NMF and postprocessing

A python package for performing single NMF and joint NMF algorithms

An Industrial Level Federated Learning Framework