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Previsão de séries temporais de ativos financeiros usando RNN

Project description

Asset Predictor

Previsão de séries temporais de ativos financeiros usando RNN.

Instalação

pip install .

Uso

  1. Download de dados (5 anos)
    python -m asset_predictor.data --ticker AAPL --period 5y
    
  2. Treino (janela 5 dias)
    python scripts/train.py --ticker AAPL --period 5y --window-size 5 --epochs 10
    
  3. Previsão
    python -m asset_predictor.predict --ticker AAPL --days 5 --window-size 5
    

Logs

Os logs são gravados em logs/asset_predictor.log com rotação diária.

Deploy

python -m build
twine upload dist/*

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