An index of datasets, SDKs, APIs and other open source code created by Microsoft researchers and shared with the broader academic community. We also maintain a collection highlighting some of the tools you’ll find here.
\psi (Platform for Situated Intelligence) is an open-source, extensible framework that accelerates development and research of multimodal, integrative AI systems. The platform consists of three layers. The Runtime layer provides a parallel programming model centered…
As computing systems are more frequently and more actively intervening in societally critical domains such as healthcare, education and governance, it is critical to correctly predict and understand the causal effects of these interventions. Without…
GitHub Video Video Video Project Project Project Publication
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.…
FishStore is a new ingestion and storage layer for flexible- and fixed-schema datasets. It allows you to dynamically register complex predicates over the data, to define interesting subsets of the data. Such predicates are called…
Microsoft released the preview of Windows Vision Skills, a set of NuGet packages that make it easy for application developers to solve complex computer vision problems using a simple set of APIs. Three skills are…
Gen Encoder is a deep learning model that generically represents (embeds) search queries and questions based on their user intents. It leverages large scale user interaction data in Bing to learn this state-of-the-art intent-oriented representation.…
FSBOL is an F# implementation of the Synthetic Biology Open Language (SBOL) Data Model.
This implements F# for Jupyter notebooks. View the Feature Notebook for some of the features that are included.
The Reasoning Engine for Interaction Networks (RE:IN) is a tool that runs online in your web browser, which is designed for the synthesis and analysis of biological programs. Specifically, it encapsulates a methodology that uses…
A programming language for designing and simulating computational devices made of DNA. The language uses DNA strand displacement as the main computational mechanism, which allows devices to be designed solely in terms of nucleic acids.…
