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.
SynapseML is an ecosystem of tools aimed towards expanding the distributed computing framework Apache Spark in several new directions. SynapseML adds many deep learning and data science tools to the Spark ecosystem, including seamless integration…
Exterior acoustic scattering data suitable for machine learning. From ICASSP 2020 paper “Fast Acoustic Scattering using Convolutional Neural Networks”.
The source code for the Microsoft Embedded Social cloud service that runs on Azure is now available on GitHub!
The Interpret Community builds on Interpret, an open source python package from Microsoft Research for training interpretable models and helping to explain blackbox systems, by adding additional extensions from the community to interpret ML models.…
A hybrid edge-cloud live video analytics system to empower everyone to build practical real-world video analytics applications with cutting edge machine learning algorithms.
This code is based on the paper Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model. This repo is divided into two parts: PA-BELGAM: Experiments with UCI prediction alone (For users that are only…
This repository contains the source code and trained model for a large-scale pretrained dialogue response generation model. The human evaluation results indicate that the response generated from DialoGPT is comparable to human response quality under a…
A High-Assurance Cryptographic Library (HACL*), a formally verified cryptographic library written in F*. This repository contains verified code for a library of modern cryptographic algorithms, including Curve25519, Ed25519, AES-GCM, Chacha20, Poly1305, SHA-2, SHA-3, HMAC, and…
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities.
GitHub Project Publication Publication Publication Publication Publication
