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Key Features
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Pluggable Strategy System
Inject custom action, observation, and reward strategies without modifying environment code.
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Comprehensive Backtesting
Train and evaluate RL algorithms against historical data with detailed performance metrics.
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Feature Engineering
Vectorized backtesting, technical indicator analysis, and an auto-registered indicator registry.
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Hyperparameter Tuning
Optuna integration for automated optimization of RL agents and trading strategies.
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Multi-Asset Support
Single-stock, crypto, and forex environments with shared interfaces and pluggable data sources.
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Live Trading
Alpaca integration for paper and live trading with the same strategies you trained on.
Quick Start
Install with uv sync and train your first agent in a few lines of code.
See the Quickstart Guide for a walkthrough.