GuillaumePl / top_14_prediction

This repository contains my project aiming at predicting the winning team of rugby games (top 14)

top_14_prediction

This repository contains a project aiming at predicting the winning team of rugby games (top 14) given a new match (ie the day and the opponents)

Given the needed features, the goal is to create a algorithm that predict the winning team of a rugby game.

Data Preparation

The Data Preparation is performed using the data_ETL module.

Raw Data scraping

Raw data is scrapped from different sources (mostly French Rugby League website: lnr.fr) and saved in the /raw_data folder.

Available datasets are :

• matchs_results : the results of all the TOP14 matchs since 2004/2005
• ranking_history : the ranking of the team after each day
• To be continued...

Data Transformation

Aggregations and statistical operations on raw data to extract useful features.

Operations performed :

• TBD

Data Loading

Save the transformed data in a readable format to be used as an input for the DataScience models.

Important note: remember that the goal is to predict the outcome given the teams and the play day. The loading step should return a train set and a prediction set (at least 1 line for the next match).

Modelization

Prediction

User interface