Repository for a USD/SGD exchange rate prediction model using LSTM and Random Forest, based on economic indicators and sentiment analysis from 2012-2022.
python natural-language-processing random-forest lstm particle-filter feature-engineering attention-mechanism macroeconomics time-series-forecasting financial-time-series exchange-rate-prediction forex-forecasting
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Updated
Apr 12, 2025 - Jupyter Notebook