Python · Machine Learning · Backtesting · Quantitative Finance
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Algo Trading Lab
Your specialized assistant for Python trading development, machine learning models, backtesting frameworks, and quantitative finance — powered by 2,800+ curated sources. Conversations sync across all your devices.
Build a pairs trading strategy in Python with cointegration testing and backtesting
Create an LSTM model to predict stock price direction using scikit-learn and keras
Write a complete backtrader strategy with SMA crossover, transaction costs, and Sharpe ratio
Build a mean reversion strategy using Bollinger Bands with walk-forward optimization
Create a momentum factor model using pandas and scipy with proper statistical testing
Write a Python script to connect to IBKR API and place automated trades
Build a Monte Carlo simulation for portfolio risk analysis (VaR and CVaR)
Create a feature engineering pipeline for ML-based trading signals with cross-validation