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.
SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario. It assumes that the samples are represented as vectors and that the vectors can be compared by…
A benchmark dataset for training and evaluating subseasonal forecasting systems—systems predicting temperature or precipitation 2-6 weeks in advance—in the western contiguous United States.
Charticulator is an interactive authoring tool that enables the creation of bespoke and reusable chart layouts. Most existing chart construction interfaces require authors to choose from predefined chart layouts, thereby precluding the construction of novel…
This is PointSQL, the source codes of Natural Language to Structured Query Generation via Meta-Learning (opens in new tab) and Pointing Out SQL Queries From Text from Microsoft Research. We present the setup for the WikiSQL experiments.
This project contains the source code of the Dynamic Neural Semantic Parser (DynSP), based on DyNet, (opens in new tab) described in the paper paper “Search-based Neural Structured Learning for Sequential Question Answering”.
EzPC is a cryptographic-cost aware compiler that generates efficient and scalable Secure Multi-party Computation (MPC) protocols using combinations of arithmetic and boolean circuits, from high-level code.
Bootstrapping is a crucial operation in Gentry’s breakthrough work on fully homomorphic encryption (FHE), where a homomorphic encryption scheme evaluates its own decryption algorithm. There has been a couple of implementations of bootstrapping, among which…
By Matthew Brehmer (Microsoft Research), Bongshin Lee (Microsoft Research), Petra Isenberg (Inria), and Eun Kyoung Choe (University of Maryland) This repository is maintained by Matthew Brehmer (opens in new tab). It contains supplemental material for a journal paper including source code…
Marlo is a multi agent reinforcement learning platform using Project Malmo. Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft.
SealPIR allows a client to download an element from a database stored by a server without revealing which element was downloaded. SealPIR was introduced in our paper. SealPIR is a (research) library and should not be…
