Automated SPY intraday trading bot using Interactive Brokers TWS API — asyncio OCO strategy with STP3 stop management, reverse trades, simulated SL tracker, and post-trade analytics
A professional CLI-based quant trading system for SPY ETF using Dual MA strategy on LongPort API. Supports live trading, backtesting, and terminal visualization. 基于 LongPort SDK 的专业级 SPY 双均线量化交易系统。集成了交互式命令行终端、实盘/模拟交易引擎、可视化回测框架及自动任务调度功能
Hybrid LR+LSTM model for SPY return prediction - a learning project using Python, TensorFlow, and scikit-learn.
Time series forecasting analysis comparing Double Moving Average, Holt's Double Exponential Smoothing, and Linear Trend Model on 252 daily SPY ETF observations (Jan–Dec 2024). Selected optimal model using MSE — DMA: 7.73, Holt's: 18.44, Linear: 93.76 — generating a validated 5-day forward forecast indicating short-term market stabilisation.
Alternative data grid and machine-readable risk firewall tracking S&P 500 options-pinning, Shiller CAPE extremes, and physical layer supply chain decoupling.SPY/XLE Whipshaw
📈 Automate trading for SPY using a dual moving average strategy with this robust CLI tool built on the LongPort Open API for seamless execution.
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