Research Tools: code, datasets, & models

Fast key-value store and log with support for larger-than-memory data.

Netherite is a storage execution engine for the Durable Task and Durable Functions frameworks. It is designed to achieve higher throughput and lower latency than previous implementations. It contains several architectural innovations and optimizations that…

MPNet is supported by Huggingface, one of the most popular repo for pre-trained language models. You can follow this link to have a try on MPNet via Huggingface.

Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling telescreening of fatal lung diseases. Deep neural networks…

This repo provides code for generating the sepsis cohort from MIMIC III dataset. Our main goal is to facilitate reproducibility of results in the literature.

Unsupervised Domain Adaptation algorithms robust to mismatched label distributions

Accompanying paper: iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.

Accompanies the paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

A collection of chess engines that play like humans, from ELO 1100 to 1900.

Code for replication of experiments in the paper: Minimax Estimation of Conditional Moment Models Nishanth Dikkala, Greg Lewis, Lester Mackey, and Vasilis Syrgkanis arXiv preprint arXiv:2006.07201 (2020)