Research Tools: code, datasets, & models

This contains a set of utilities used across projects of the DPU team.

This data set consists of timelines of geo-located Twitter activity per U.S. county over ~4 years, from Jan 1, 2011 through April 30, 2014. Each county-timeline represents the amount of Twitter activity seen coming from…

Common Runtime for Applications (CRA) is a software layer (library) that makes it easy to create and deploy distributed dataflow-style applications on top of resource managers such as Kubernetes, YARN, and stand-alone cluster execution.

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.

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.

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.