Machine learning
"Learn without explicit programming, using examples, to develop a model that can make decisions." - Google.org
cosmos.gl
a high-performance WebGL library for visualizing network graphs and machine learning embeddings.
Air Quality Time Series Forecasting Using Machine Learning Algorithms
This study aimed to develop accurate short-term air quality forecasting models for Asunción, Paraguay using machine learning algorithms.
Amazon Mining Watch
Amazon Mining Watch uses machine learning to map the scars of gold mining activities in the Amazonian countries.
Algorithmic Accountability in the UK - How FOIA Sheds Light on Automated Welfare
This study examines 51 Freedom of Information requests to reveal how the UK’s Department for Work and Pensions uses opaque data-driven fraud detection systems in welfare, highlighting the limited tran...
Woolaroo
Explore endangered languages using AI. Let your camera translate the world around you.
The uneven reach of the state: A novel approach to mapping local state presence
A machine learning model trains on geo-located survey data to predict state presence.
Using publicly available satellite imagery and deep learning to understand economic well-being in Africa
Article in Nature by Christopher Yeh, Anthony Perez, Anne Driscoll, George Azzari, Zhongyi Tang, David Lobell, Stefano Ermon & Marshall Burke
Deep Learning Indaba
Annual meeting of the African machine learning and AI community.
Connect (GOV.UK)
i.AI are using AI to match capacity to demand in the Grid connections queue
Using machine learning to help vulnerable tenants in New York City
Our best-performing model can potentially help TSU find 59% more buildings where tenants face landlord harassment than the current outreach method using the same resources.
Climate Intelligence (CLINT)
The CLIMATE INTELLIGENCE – alias CLINT – project is a European-funded project whose main objective is to develop an Artificial Intelligence framework composed of Machine Learning techniques and algori...
LAPD to use AI to analyze body cam videos for officers' language use
One of multiple studies in the US using artificial intelligence to analyze the tone and word choice police officers use, to determine whether it leads to unnecessarily escalations with the public.
Hugging Face
The HF Hub is the central place to explore, experiment, collaborate and build technology with Machine Learning.
Fingerspelling
Fingerspelling.xyz is a browser-based app that uses a webcam and machine learning to analyze your hand shapes so you can learn to sign the ASL alphabet correctly.
Deepfakes for good
An article tracking the development of pro-social deepfakes, despite the vast majority consisting of pornographic images of women
LandOS
LandOS facilitates project design, due diligence, finance and certification – all key to unlocking supply at scale.
Botcheck
This project uses advanced machine learning techniques to detect propaganda accounts on Twitter.
Community Safety and Wellness Accelerator
AI/ML fueled social impact venture accelerator, powered by Alchemist. Leveraging entrepreneurship, data, etc. to help solve our community's pressing challenges!
Machine Learning and the Rule of Law
Predictive judicial analytics holds the promise of increasing the fairness of law.
Perspective
Perspective is an API that uses machine learning to spot abuse and harassment online.
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.
Assembl
Massive collective intelligence is the capacity to mobilize communities on a large scale (hundreds and thousands of participants) around key stakes and challenges to co-create new solutions in a short...
Fora
Human-Led + AI-Supported Listening
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 end...
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 inc...
Innowatts
A startup developing an automated toolkit for energy monitoring and management
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,...
Hate speech: measures and counter-measures
Measuring, analysing and countering online hate speech with advanced computational methods
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...
Managing uncertainty in government modelling
Understanding the balance between utility, privacy and the uncertainty associated with synthetic data sets