Creates a .csv file of all players in the English Player League with their respective team and total fantasy points

A machine learning system that predicts fpl points of players

Fantasy Premier League Stats, Visualizations & Analysis. ⚽ 📊 📈

Best options to rotate defenders in Fantasy Premier League 2023-24

Use bookies' odds to optimise fantasy premier league performance

Data pipeline for Fantasy Premier League. Extracts data for a specified Classic Invitational League. This data is visualised in a Dash web app.

Team selection Recommender Engine for fantasy premier league by analyzing player's historical data of performance in premier league using rule based model.

Some basic scripts to generate FPL statistics and analysis for FPL and number geeks

FPL Analysis for Fantasy Premier League Managers

Generates customized data charts for FPL leagues

A user-customizable Fantasy Premier League (FPL) dashboard with data from understat and official FPL websites. Analyze tables, graphs, and regressions, across different time spans (gameweeks) to extract new insights on player form, value, and scoring predictions.

Repository designed to work with data from the Premier League. It is used as both a personal self-study as well as a tool to fetch, analyze and model performance metrics to maximize returns in a returns-based game called Fantasy Premier League (FPL).

Football player analytics with optimization model to create the best possible fantasy football team, through a maximization with constraints problem.

Integrating FPL, Transfermarkt, and Understat data, our strategy optimizes squad selection. This approach, leveraging market values and detailed player statistics, ensures both financial prudence and on-field performance. Strategic acquisitions align with set rules and budget constraints, emphasizing value-driven choices for a robust squad

Attempt at automating fantasy premier league team selection

Do you like football? Are you familiar with the Fantasy Premier League? If so, you've come to the right place - this is a project that will help you select the optimal team in terms of both budget and performance || 04.09.2024

A simple website that uses the Fantasy Premier League (FPL) API to show player and manager stats, with a machine learning model for predicting player points in the Predicted Points section

Scoreblimey is the home for a Beta Free #FPL Stats Service

Predict Fantasy Premier League (FPL) points using two models: a Random Forest regression (ML_xP.py) and a custom statistical model (xP_FPL.py). This project explores different approaches to predicting player performance, with a detailed comparison for Gameweek 5 of the 2024/25 EPL season.

Fantasy Premier League AI predictions, Stats and Analytics