A neural network to play FPL. Data collected from FPL and Understat using resources developed by https://github.com/vaastav/Fantasy-Premier-League.
Train your own predictive model using the main_nn.py script. Clone this repository:
git clone https://github.com/thomas-north/fpl.git
Navigate to src/ folder, then run:
python player_nn.py
This script will store a saved version of the model as model/trained_player_model.pth. Try editing the parameters stored in the config dictionary of the main() function in src/main_nn.py to fine-tune the model. It is currently defaulted to examine an FPL favourite: Mohamed Salah.
You can install all necessary dependencies using pip, run:
pip install -r requirements.txt