├── ESG_Stock_App ├── config.yaml ├── data │ └── STOCK_PRICE _TOP_50.xlsx ├── docker-compose.yml ├── docker │ ├── Dockerfile │ └── docker-compose.yml ├── frontend │ └── src │ │ └── App.jsx ├── main.py ├── model │ └── lstm_stock_model.h5 ├── requirements.txt ├── src │ ├── api │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-312.pyc │ │ │ └── endpoints.cpython-312.pyc │ │ └── endpoints.py │ ├── dashboard │ │ ├── __pycache__ │ │ │ └── main.cpython-312.pyc │ │ ├── components │ │ │ ├── __pycache__ │ │ │ │ └── charts.cpython-312.pyc │ │ │ └── charts.py │ │ └── main.py │ ├── data │ │ ├── __pycache__ │ │ │ ├── data_processor.cpython-312.pyc │ │ │ └── db_handler.cpython-312.pyc │ │ ├── data_loader.py │ │ ├── data_processor.py │ │ ├── db_handler.py │ │ └── preprocessing.py │ ├── generate_predictions.py │ ├── models │ │ ├── __pycache__ │ │ │ ├── bert_lstm_model.cpython-312.pyc │ │ │ └── trainer.cpython-312.pyc │ │ ├── bert_lstm_model.py │ │ ├── bert_model.py │ │ ├── lstm_model.py │ │ └── trainer.py │ └── utils │ │ ├── __pycache__ │ │ ├── device.cpython-312.pyc │ │ └── security.cpython-312.pyc │ │ ├── config.py │ │ ├── device.py │ │ ├── metrics.py │ │ └── security.py └── tests │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-312.pyc │ ├── test_api.cpython-312-pytest-8.3.5.pyc │ └── test_model.cpython-312-pytest-8.3.5.pyc │ ├── test_api.py │ └── test_model.py ├── README.md ├── docs ├── _static │ └── custom.css ├── architecture.md ├── conf.py ├── index.md ├── quickstart.md └── requirements.txt └── readthedocs.yaml /ESG_Stock_App/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/colabre2020/LSTM-BERT-stock-predictor/HEAD/ESG_Stock_App/config.yaml -------------------------------------------------------------------------------- /ESG_Stock_App/data/STOCK_PRICE _TOP_50.xlsx: -------------------------------------------------------------------------------- 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