Research Tools: code, datasets, & models

SMCalFlow is a large English-language dialogue dataset, featuring natural conversations about tasks involving calendars, weather, places, and people. Each turn is annotated with an executable dataflow program featuring API calls, function composition, and complex constraints…

This repository contains the code and models necessary to replicate the results of our recent paper: Denoised Smoothing: A Provable Defense for Pretrained Classifiers Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter…

This AI for Earth project, in collaboration with the Wildlife Conservation Society Colombia (WCS Colombia (opens in new tab)) was developed to create up-to-date land cover maps of the Orinoquía (opens in new tab) region…

OneFuzz enables continuous developer-driven fuzzing to proactively harden software prior to release. With a single command, which can be baked into CICD, developers can launch fuzz jobs from a few virtual machines to thousands of…

The Backward Compatibility ML library is an open-source project for evaluating AI system updates in a new way for increasing system reliability and human trust in AI predictions for actions. This project’s series of loss…

This is a library for interacting with the Microsoft Embedded Social API in your Swift code.

This is a library for interacting with the Microsoft Embedded Social API in your Node.JS code.

This is a library for interacting with the Microsoft Embedded Social API in your Java code.

This is a library for interacting with the Microsoft Embedded Social API in your C# code.

This is an SDK that works with the Microsoft Embedded Social service to provide social networking functionality inside your iOS application.