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1. backtrader-pullback-window-usdjpy backtrader-pullback-window-usdjpy Public

   ⚠️ Overfitting case study: How backtest date selection can make a strategy look 2x better than reality. USD/JPY 5min, Backtrader.

   Python 5

2. applied-ml-trading-transformer-eurusd applied-ml-trading-transformer-eurusd Public

   This project develops and fine-tunes a TimeSeriesTransformer model to forecast EURUSD 5-minute closing prices, serving as a modern counterpart to a baseline LSTM model

   Jupyter Notebook 6 2

3. applied-ml-trading-lstm-eurusd applied-ml-trading-lstm-eurusd Public

   LSTM model for EURUSD price forecasting, exploring techniques from 'Machine Learning Aplicado al Trading'.

   Jupyter Notebook 7 1

4. backtrader-pullback-window-xauusd backtrader-pullback-window-xauusd Public

   Professional algorithmic trading strategy for Gold (XAU/USD) with 4-phase state machine entry system. Sharpe 0.89 | PF 1.64 | WR 55.43% | DD 5.81% | +44.75% return over 5 years.

   Python 32 10

5. backtrader-transformer-indicator backtrader-transformer-indicator Public

   A custom Backtrader indicator that integrates a pre-trained Hugging Face Time Series Transformer model for price prediction. Includes a sample strategy, data, and the ML model.

   Python 3 1

6. backtrader-atr-stop-loss-usdchf backtrader-atr-stop-loss-usdchf Public

   Complete Backtrader code for a 5-year backtest on USDCHF (5-min) that achieved a 1.35 Profit Factor using an advanced ATR-based risk management system.

   Python 2