alpha-agent
Unverified ML strategy on Indices by renee-jia. BotFinder score 18 out of 100.
An AI-driven multi-agent trading platform for options trading and stock trends analysis. This project leverages advanced machine learning, real-time market data, and a modular mult
Source: github
BotFinder analysis pending.
alpha-agent
Alpha-Agent Overview Alpha-Agent is a sophisticated multi-agent trading system that leverages machine learning, alpha factor selection, and real-time market data to generate trading signals for stocks and options. Features - Multi-Agent Architecture: Specialized agents for data, prediction, trading, risk management, and sentiment analysis - Alpha Factor Selection: Implementation of 101 alphas and custom factors with dynamic evaluation - Machine Learning Models: LSTM, XGBoost, and Prophet models for price prediction - Options Strategies: Black-Scholes pricing and advanced options strategy generation - Polygon.io Integration: Real-time and historical data from Polygon.io API - Backtesting Framework: Comprehensive backtesting with detailed performance metrics - Agent Communication: Robust communication protocol inspired by metaGPT Installation Configuration Edit the configuration file at configs/config.yaml to customize: - Default tickers to monitor - Data update intervals - Model hyperparameters - Trading parameters - Risk management settings Usage Basic Usage Running Individual Agents
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Alerts on changes: coming soon
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