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.
Plato is a C++ open-source neural network library which supports the specification of a large range of graph types, several activation functions and training losses. The library supports backpropagation and truncated BPTT, especially useful for…
The R2 Probabilistic Programming Tool is a research project within the Programming Languages and Tools group at Microsoft Research on probabilistic programming. Our goal is to build a user friendly and scalable probabilistic programming system…
A collection of 12,696 Tweet Ids representing 4,232 three-step conversational snippets extracted from Twitter logs. Each row in the dataset represents a single context-message-response triple that has been evaluated by crowdsourced annotators as scoring an…
Rural government maternal health workers in India are called Accredited Social Health Activists, or ASHAs. ASHA Assist is a tool designed to help ASHAs engage their clients in persuasive discussions about various topics related to…
Robust Distributed System Nucleus (rDSN)Â is a framework for quickly building robust distributed systems. It has a microkernel for pluggable components, including applications, distributed frameworks, devops tools, and local runtime/resource providers, enabling their independent development and…
Fast R-CNN (Region-based Convolutional Network) is a clean and fast framework for object detection. Compared to traditional R-CNN, and its accelerated version SPPnet, Fast R-CNN trains networks using a multi-task loss in a single training…
Prepose lowers the cost of developing new gesture recognizers by exposing a range of primitives to developers that can capture many different gestures.
Graph Engine (GE) is a distributed in-memory data processing engine, underpinned by a strongly-typed RAM store and a general distributed computation engine.
Network Navigator lets you explore node-link data by panning over and zooming into a force-directed node layout (which can be precomputed or animated live). From an initial overview of all nodes, you can use simple…
