BitcoinTraiding

Learn to trade Bitcoins from real data

This project downloads bitcoin value over time, simulate a trading agent and learn to maximize profit using hyper-parameter tuning (Optuna).

How to run

• $ git clone https://github.com/HoffmannNicolas/BitcoinTraiding.git
• $ cd BitcoinTraiding
• $ python3 -m venv ven
• $ source env/bin/activate
• $ pip install --upgrade pip
• $ pip install -r requirements
• Add apiKeys.py file to project source
• $ python test.py

To-do

• Uniformalize policy.betToMake arguments (by use of a new "Candle" class ?)
• Organizer Regularizers / Derivators better
• Ensure fees are well taken into account with return values of bets
• Save data in _temp/