Challenge Data 2018

16/11/2017 - 27/12/2018

Solve a major physics problem by finding how to predict the dynamics of glass-forming liquids
What is the physical mechanism behind the slowing down of the dynamics in super-cooled liquids close to the glass transition? Being able to predict the future mobility of particles with high accuracy
Help ENGIE improve wind power production!
Predict wind power production from wind turbine operational data.  Video of the challenge's presentation at Collège de France is available at: https://www.college-de-france.fr/site/stephane-malla
Oze-Energies, improving energy consumptions with statistical learning
This data challenge aims at introducing a new statistical model to predict energy consumptions and inside temperatures using observations stored in the Oze-Energies database. We propose to build a sim

Celebrity identification challenge
In this challenge, we provide you with faces extracted from different videos. The goal is to recognize the people on screen given a small database of celebrities faces. Video of the challenge's pre
Prediction of Residual Oil Saturation
Use rock porous microstructure given as a 3D image to predict the amount of residual oil and the size of the oil clusters in this microstructure. Video of the challenge's presentation at Collège d
Disease prediction from DNA data
The goal of this project is to predict whether a given individual will have a specific disease (undisclosed for confidentiality reasons) or not, starting from the sequence of bases in the genome of t

Prediction of transaction claims status
The goal of this challenge is to predict if a transaction will be subject to a claim from the user (broken, not received, ...) or not. Results from this challenge will help us to improve the quality o
NBA challenge
The main goal of the challenge is to predict the winning NBA team at the end of a game when we only have information about the first two quarters of the game. This is a binary classification problem (
Learning Sleep Stages from physiological signals on Dreem Headband
We propose to use Dreem headband (dreem.com) to perform sleep stage scoring on 30 seconds epochs of biophysiological signals. Video of the challenge's presentation at Collège de France is availabl

Volatility prediction in financial markets
Use past volatilities and price changes of financial instruments to predict future volatility and control the risk of financial portfolios Community forum for sharing ideas and making faster progre
Predict the expected answer!
Millions of questions are asked every year about drugs. There is a limited number of query types but the same question could be asked in many ways. Therefore, understanding what information people exp
Recommender Systems in the 3DEXPERIENCE Platform
The goal of the challenge is to build a recommender system for the social and collaborative application that is integrated within the 3DEXPERIENCE Platform (Dassault Systèmes). For each user, this sy

Predict the hourly production of all the French power units (157 units, with different technologies: nuclear, gas...)
We already have a good model for the national production of these different technologies, but having a picture at the power unit level is interesting both on a scientific level, and on a more philosop

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