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    Machine learning

    "Learn without explicit programming, using examples, to develop a model that can make decisions." - Google.org

    Autogrid Flex

    Flex, the company’s flagship product, predicts and controls tens of thousands of energy resources from millions of customers by ingesting, storing, and managing petabytes of data from trillions of endpoints.

    Conversation AI

    Conversation AI is a collaborative research effort exploring ML as a tool for better discussions online.

    mapMarkerGrey New York
    cat-icon Google, 8th Avenue, New York, NY, USA

    Detecting and understanding harmful content online

    Developing benchmarks and datasets for online harms researchers, and guidance for practitioners using tools to detect online harms

    Enview

    Uses machine learning to track legislation and predict the best methods of advocating for them

    mapMarkerGrey United States

    Facebook AI mapping for humanitarian aid and development

    Building on our previous publication of similar high-resolution population maps for 22 countries, we're now releasing new maps of the majority of the African continent, and the project will eventually map nearly the whole world’s population. Using weakly- and semi-supervised learning.

    mapMarkerGrey Bay Area
    cat-icon Palo Alto, California, USA

    Hate speech: measures and counter-measures

    Measuring, analysing and countering online hate speech with advanced computational methods

    mapMarkerGrey Europe
    cat-icon 96 Euston Road, London NW1 2DB, UK

    Innowatts

    A startup developing an automated toolkit for energy monitoring and management

    Local Voices Network (LVN)

    Developed by the non-profit Cortico, the Local Voices Network (LVN) is a unique physical-digital network designed to bring under-heard community voices, perspectives and stories to the center of a healthier public dialogue.

    mapMarkerGrey Boston
    cat-icon 25 Kingston St, Boston

    Machine Learning and the Rule of Law

    Predictive judicial analytics holds the promise of increasing the fairness of law.

    Managing uncertainty in government modelling

    Understanding the balance between utility, privacy and the uncertainty associated with synthetic data sets

    ML5js

    ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies.

    Perspective

    Perspective is an API that uses machine learning to spot abuse and harassment online.

    mapMarkerGrey New York
    cat-icon Google, 8th Avenue, NYC, NY, USA

    Programa de Derechos Humanos

    El Programa de Derechos Humanos busca, desde su creación en el año de 1998, contribuir a la plena vigencia de los derechos humanos en México a través de la investigación con pertinencia social, la incidencia en el contexto político y social y la promoción de la justicia.

    mapMarkerGrey Mexico
    cat-icon Mexico City, CDMX, Mexico

    Tackling Climate Change with Machine Learning

    Here we describe how machine learning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt to a changing climate.