Overview
Serious-Manager predicts optimal Fantasy Premier League team for a gameweek, suggests optimal transfer and best captain choice. We created a comprehensive time-series database of all premier league players, incorporated various prediction approaches like Neural Network, Random Forest, Decision Tree. Our approach surpassed average FPL manager’s score by scoring over 100%.
Features
📈 Remarkable Score Boost: Our approach surpassed average FPL manager score by over 100%, it reshapes the playing field, turning every matchday into an opportunity for success.
📊 Comprehensive Timeseries Dataset: We created a historical timeseries dataset of every premier league players. Feature selection and extraction was a very important aspect of this project.
🤖 Advanced Predictive Models: Our models incorporate popular approaches like Random Forest, Neural Network and more.
📈 Optimal Team Selection: Serious-Manager takes the guesswork out of team selection. It helps to chose the perfect lineup, plan the optimal transfer and select the best captain for the team.
Technical Aspect
🛠️ Tech Stack: Python with Pandas, Matplotlib, scikit-learn