Deep Neural Network (DNN) Football/Soccer Predictor

Usage

python predict.py

predict.py: Main application
dataset.py: Loading the football results and adding extra statistics such as recent average performance
betting.py: Analyses the performance of a simple betting strategy using the results
data/book.csv: 10 seasons of Premier League Football results from football-data.co.uk

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
bin		bin
csv		csv
data		data
hyperparameter		hyperparameter
images		images
models		models
.DS_Store		.DS_Store
.gitignore		.gitignore
01_report.ipynb		01_report.ipynb
02_revamped.ipynb		02_revamped.ipynb
03_custom_metrics.ipynb		03_custom_metrics.ipynb
04_custom_loss_function.ipynb		04_custom_loss_function.ipynb
LICENSE		LICENSE
README.md		README.md
ScratchPad.ipynb		ScratchPad.ipynb
Untitled.ipynb		Untitled.ipynb
Untitled1.ipynb		Untitled1.ipynb
Untitled2.ipynb		Untitled2.ipynb
all_processed.csv		all_processed.csv
all_processet.csv		all_processet.csv
betting.py		betting.py
common.ipynb		common.ipynb
cross_predictions.h5		cross_predictions.h5
dataset.py		dataset.py
download_football_data.ipynb		download_football_data.ipynb
hyperas.ipynb		hyperas.ipynb
margin.png		margin.png
more loss functions.ipynb		more loss functions.ipynb
predict.py		predict.py
profit.png		profit.png
scikit.ipynb		scikit.ipynb
talos.ipynb		talos.ipynb
val_margin.png		val_margin.png
val_profit.png		val_profit.png
weights.h5		weights.h5