Simple, Live Time-Series Prediction

Welcome to the Automated Machine Learning Network

Leaderboard, Blog, Ratings, Competitions

How it Works

When you publish numbers periodically to the community prediction API (typically using the Python client) it automatically generates a leaderboard and anyone, anywhere in the world, can launch an algorithm to improve the predictions you receive.

Developed openly for use by Intech Investments, this new capability is available to your business too. We want to foster free, democratic, bespoke business optimization and reuse of data and algorithms. We think the key to this lies in commoditized, frequently repeated predictions.

From our blog, here are some in-depth descriptions of use cases. They consider the determination of the complex relationships between cryptocurrencies, the creation of surrogate models for a physical system, and the normalization of streaming social data.

What will you use it for?
A Call for Contributions to a Copula Contest
Algorithms try to predict bivariate and trivariate relationships between five minutely returns of Bitcoin, Ethereum, Ripple, Cardano and Iota. Can you beat them?
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Helicopulas
Copulas and helicopters
Participants in the SciML helicopter challenge are asked to predict the position of a helicopter in a two dimensional space. Inspired by this example, we published a bivariate helicopter data stream.
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Tears of Joy: The Easy Way to Standardize Streaming Data
Life moves pretty fast, as Ferris Bueller once said, and if you don't stop to look around once in awhile you might miss it. He was on to something, no doubt, yet when it comes to streaming data...
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Quick Start

Algorithms are waiting and watching
Get Predictions
Publish your live data and a swarm of prediction crawlers will immediately generate predictions.
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Make Predictions
Start crawling our live data and showcase your skills. You’ll be recognized for your expertise and intuition.
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