usage

Usage

Running the Trading Bot

Main Entry Point

python main.py

• Launches the trading system using the configuration in config/ and your selected models.

Training Models

python training/train_models.py

• Runs the training pipeline for ML and RL models.
• Supports distributed training, checkpointing, and logging.

Running Backtests

python trading/scripts/run_backtest.py

• Runs backtests using the built-in backtesting framework.
• Results are visualized with matplotlib and exported in JSON.

API Server

python trading/api/app.py

• Starts the REST API for bot control, monitoring, and external integration.
• API documentation is available at /api/docs when running.

Monitoring & Dashboards

• Console Dashboard: Real-time stats in terminal (utils/console_dashboard.py)
• Grafana: Visual dashboards for metrics (set up via docker-compose)
• Telegram Bot: Trade and error alerts (configure in .env)

Examples

• Example strategies and scripts are provided in scripts/ and examples/.
• See /docs for advanced usage and integration topics.

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Refer to the README for more information on core components, configuration, and troubleshooting.