Tradium

Tradium is a multi-strategy cryptocurrency trading bot with SMA, RSI, and derivative-based neural network (DAI) signals. Combines technical analysis with machine learning for momentum pattern recognition.

Features

• Multiple Strategies: Simple Moving Average Crossover, Relative Strength Index, and Derivative-based AI (DAI)
• Ensemble Voting: Configurable "Strategy Modes" (auto, ensemble, or single) to resolve conflicting signals.
• Machine Learning: Custom DAI model uses multi-layer perceptron to predict momentum changes.
• Backtesting Platform: Test your strategies on historical data before going live.
• Telegram Logging: (Setup in config pending) Get live updates to a Telegram channel.

Installation

git clone <repository>
cd tradium
pip install -r requirements.txt

Setup

1. Copy config.py and modify it with your exchange API keys.
2. If using the DAI model, train it first with historical data:

python core/ml/train.py --data data/historical/BTC_USDT_1h.csv --epochs 50

Usage

Start the trading bot:

python main.py

Run a backtest:

python backtest.py --data data/historical/BTC_USDT_1h.csv

Disclaimer

This bot is for educational purposes. Do not trade real money without thoroughly understanding the risks and testing in sandbox/dry-run mode!