Dataset Source Code
MPNet implementation in Huggingface
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.
Research Tools: code, datasets, & models
Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
Dataset Source Code
RespireNet: A Deep Neural Network for Accurate Abnormality Detection in Lung Sounds using Device specific fine-tuning
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…
Dataset Source Code
Sepsis Cohort from MIMIC III
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.
Dataset Source Code
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift (code)
Unsupervised Domain Adaptation algorithms robust to mismatched label distributions
Dataset Source Code
iPhys Toolbox
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.
Dataset Source Code
MTTS-CAN
Accompanies the paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
Dataset Source Code
Maia Chess
A collection of chess engines that play like humans, from ELO 1100 to 1900.
Dataset Source Code
AdversarialGMM
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)
Dataset Source Code
MoveBox for Microsoft Rocketbox
MoveBox is a toolbox to animate the Microsoft Rocketbox avatars using motion captured (MoCap). Motion capture is performed using a single depth sensor, such as Azure Kinect or Windows Kinect V2. Our toolbox enables real-time…
Dataset Source Code
Search4Code
Search4Code is a large-scale web query based dataset of code search queries for C# and Java. The Search4Code data is mined from Microsoft Bing’s anonymized search query logs using weak supervision technique.