AndrewCarterUK/football-predictor

Stars
211
Rank 186,867 (Top 4 %)
Language
Python
License
MIT License
Created almost 7 years ago
Updated almost 2 years ago

AndrewCarterUK/football-predictor

AndrewCarterUK

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches

Deep Neural Network (DNN) Football/Soccer Predictor

By AndrewCarterUK (Twitter)

Full Article: Beating the Bookmakers with TensorFlow

Usage

python predict.py

Index

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

pascal-voc-writer

A python library for generating annotations in the PASCAL VOC format.

mnist-neural-network-plain-c

A neural network implementation for the MNIST dataset, written in plain C

PHPSnake

Multi-Player PHP Snake Game

mnist-neural-network-plain-php

A neural network implementation for the MNIST dataset, written in plain PHP

CryptoKey

A tool for generating keys using a CSPRNG.

tf-example-object-detection-api-race-cars

This repository holds the example project that demonstrates how the TensorFlow Object Detection API can be used to predict annotations for large datasets.

TypedArrays

Typed arrays in PHP

NoMoreLeaksBundle

A Symfony bundle that kills memory leaks using lasers and ninja stars.

AstroSplash

An app that uses the Astronomy Picture of the Day API provided by NASA and the Zend Expressive framework.

SimpleRoute

This simple router is a wrapper for FastRoute.

SlackMotivation

A chrome extension for less painful Slack motivation messages.

Blackjack

A C library that can be used to perform probability simulations on the outcome from standing or hitting in Blackjack.

LightstreamerCpp

A C++ client library for the Lightstreamer protocol that uses Boost.Beast

teeny

A teeny tiny web application framework in C

mqtt-cli-subscriber

Subscribe to MQTT messages with command line programs.

astronomy-picture-of-the-day

A wrapper for the Astronomy Picture of the Day API provided by NASA.

tf-example-sharks

DrinkingBuddy

node-red-api

Support for the Node-RED API.

andrewcarteruk.github.io

packagist-authors

The authors of packages on Packagist.

Needlephobe

A Google Chrome extension that hides images of needles.