Dataset Source Code
Koka
Koka: a Functional Language with Effects Koka is a strongly typed functional-style language with effect types and handlers.
GitHub Project 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
SOLOIST
This repository showcases building task-oriented bot at scale with handful examples via fine-tuning a pretrained model using SOLOIST framework, and contains the dataset, source code and pre-trained model for the following paper: SOLOIST: Building Task…
Dataset Source Code
ClipBERT
Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning for image-text and video-text tasks. It takes raw videos/images + text as inputs, and outputs task predictions. ClipBERT is designed based on 2D CNNs…
Dataset Source Code
Privacy Random Variable (PRV) Accountant
We have developed a new algorithm to optimally compose privacy guarantees of differentially private (DP) algorithms to arbitrary accuracy. This release accompanies our research paper. We hope to help the privacy community run more accurate…
Tool
Public Perception of Artificial Intelligence
Analyses of text corpora over time can reveal trends in beliefs, interest, and sentiment about a topic. We focus on views expressed about artificial intelligence (AI) in the New York Times over a 30-year period.…
Dataset Source Code
MeshTransformer
Research code for CVPR 2021 paper “End-to-End Human Pose and Mesh Reconstruction with Transformers”
Dataset Source Code
FLIN
We release code and datasets to train FLIN, a natural language model for web navigation.
Tool
PubTables
This project is a large dataset, along with baseline trained machine learning models, for the tasks of table detection and table structure recognition in scientific PDF documents. Current datasets for table structure recognition are small…
Dataset Source Code
Cryptanalysis for SIKE on Hardware
The library implements the parallel collision search algorithm by van Oorschot and Wiener (vOW) on hardware, with the goal of concretely assessing the classical security of the Supersingular Isogeny Key Encapsulation (SIKE) protocol. SIKE is…
Dataset Source Code
Blindfold Text Game
Code for NAACL 2021 paper Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents.