Dataset Source Code
UniLM – Unified Language Model Pre-training
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities.
GitHub Project Publication Publication Publication Publication Publication
Research Tools: code, datasets, & models
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.
Dataset Source Code
Confidential Consortium Framework (CCF)
The Confidential Consortium Framework (CCF) is an open-source framework for building a new category of secure, highly available, and performant applications that focus on multi-party compute and data. While not limited just to blockchain applications,…
Dataset Source Code
Generative Neural Visual Artist (GeNeVA) – Training and Evaluation Code
Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction.
Dataset Source Code
Petridish: Efficient Forward Neural Architecture Search [0.1]
Petridish, is a neural architecture search (NAS) algorithm which iteratively adds shortcut connections to existing network layers. The added shortcut connections effectively perform gradient boosting on the augmented layers. The proposed algorithm is motivated by…
Tool
MS-ASL American Sign Language Dataset
Sign language recognition is a challenging and often underestimated problem comprising multi-modal articulators (handshape, orientation, movement, upper body and face) that integrate asynchronously on multiple streams. Learning powerful statistical models in such a scenario requires…
Dataset Source Code
Torch [1.0]
TSVD is an easy-to-use tool to efficiently detect thread-safety violation (e.g., data races) in .NET applications. It instruments application binaries to significantly increase the chance to find such violations with existing tests.
Dataset Source Code
Interpretable Outcome Prediction with Sparse Bayesian Neural Networking
A type of Bayesian Neural Network which has a sparsity-inducing prior distribution in order to help interpret the learned weights. Particularly useful in the domain of healthcare but scales to many other domains, as it…
Dataset Source Code
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling
Microsoft Icecaps is a new open-source NLP toolkit featuring pre-trained models and an emphasis on conversational scenarios
Dataset Source Code
FishStore
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…