Description
PokerHandPrediction is a simple TensorFlow ML Agent that takes 5 playing cards, the two cards dealt and the three community cards on flop, that would be present while playing poker. Then it must predict the final hand you will have after the turn and river, which is a 5-card hand from 7 available cards.
Development
This was originally my final project for my elective Machine Learning course at Southern New Hampshire University. However, when it came around time for the capstone project I decided to revisit it and try and improve the accuracy of the model.
I did a rather longer writeup about the creation of this and the improvement made between the two iterations. If anyone is interested I recommend checking the github page linked to this page.
Tech Stack
Tech Stack
- Python & TensorFlow
- Libraries
- Pandas
- TensorFlow.Keras
- Matplotlib