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ShowWhy
2021年12月
ShowWhy is an interactive application that guides users through the process of answering a causal question using observational data. In use, it has the potential to empower domain experts (who may not be data scientists) to develop a higher standard…
Graph Drilldown
2021年9月
This is a webapp that provides the ability to visualize and explore large graphs (networks). It is based on research our team has done for graph machine learning and high-scale visualization. We are open-sourcing the code, and also plan to…
DoWhy: A library for causal inference
2021年5月
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 an A/B test, conventional machine…
Bing Coronavirus Query Set
2021年4月
Dataset containing Aggregated and anonymized queries from across the world with Coronavirus intent. This dataset was curated from the Bing search logs (desktop users only) over the period of Jan 1st, 2020 – (Current Month – 1). Only searches that…
Synthetic data showcase
2021年3月
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis. In many cases, the best way to share sensitive datasets is not to share the actual sensitive datasets, but user interfaces to derived datasets that are inherently anonymous.…
COVID Vaccine Eligibility Bot
2021年2月
This project contains Azure HealthBot template files to enable a nationwide COVID vaccine eligibility bot. The bot asks for information about a person’s location, and then uses that to determine jurisdiction (state, county, city) and apply the current eligibility rules…
Graspologic
2020年8月
A graph, or network, provides a mathematically intuitive representation of data with some sort of relationship between items. For example, a social network can be represented as a graph by considering all participants in the social network as nodes, with…
ElectionGuard
2020年2月
ElectionGuard is an open source software development kit (SDK) that makes voting more secure, transparent and accessible. Announced on at the Build developer conference, ElectionGuard enables end-to-end verification of elections as well as support the publication of results from ballot comparison audits. The…