FootWizard

Predicting Outcome of Soccer matches

Download sqlite dataset from here and put it in a folder named soccer.
Run SoccerPrediction.ipynb to generate Matches_EPL.csv (since it is greater than 25MB which is the limit of github!) and Matches_EPL_Processed.csv.
Run Soccer_Modelling.ipynb to generate and save the best model for prediction
Run main_frontend.ipynb and open the localhost link to the frontend to select teams and make predictions!

Requirements:

Project Overview: Click here

Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
data		data
media		media
static		static
templates		templates
Matches_EPL_processed.csv		Matches_EPL_processed.csv
POSTER.pdf		POSTER.pdf
README.md		README.md
Report.pdf		Report.pdf
SoccerPrediction.ipynb		SoccerPrediction.ipynb
Soccer_Modelling.ipynb		Soccer_Modelling.ipynb
Team.csv		Team.csv
Team_Attributes.csv		Team_Attributes.csv
main_frontend.ipynb		main_frontend.ipynb
model_LR_epl.sav		model_LR_epl.sav
sqlite_to_csv.ipynb		sqlite_to_csv.ipynb
transform_player_attributes.ipynb		transform_player_attributes.ipynb

sagarparikh2013/FootWizard