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.
Multiverso is a parameter server based framework for training machine learning models on big data with numbers of machines. It is currently a standard C++ library and provides a series of friendly programming interfaces, and…
Microsoft Hyperlapse is a new technology that creates smooth and stabilized time lapses from first-person videos. Want to show your friends what you saw on that 12-mile hike you took last weekend or let them…
StopGuessing is a reference implementation of an IP reputation framework, a system for protecting password-based authentication systems from online-guessing attacks.
This project constitutes the original C++ implementation of the influence oracle and influence maximization algorithms, which were developed in the paper Sketch-based Influence Maximization and Computation: Scaling Up with Guarantees by Edith Cohen, Daniel Delling, Thomas Pajor, and Renato Werneck. The…
Scalable Joins is a CLR library for declarative, scalable parallel synchronization.
An evolutionary multi-start algorithm for the Steiner Tree Problem in graphs with a fast local search. This project is the implementation of the algorithm introduced in the paper A Robust and Scalable Algorithm for the Steiner…
The WikiQA corpus is a new publicly available set of question and sentence pairs, collected and annotated for research on open-domain question answering. In order to reflect the true information need of general users, we…
The FingerPaint Dataset contains video-sequences of several individuals performing hand gestures, as captured by a depth camera. The ground truth locations of the fingertips are included as an annotation for each frame of the video.…
