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1. tradingsystem tradingsystem Public

   Modular backtesting framework for algorithmic trading using Backtrader. Features a 4-phase state machine strategy, JPY pair P&L correction (ERIS logic), and professional reporting. Educational reso…

   Python 4 1

2. 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 4

3. 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

4. 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 6

5. 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 25 5

6. 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