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forex-forecasting

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Haonan-100 / US-Dollar-to-Singapore-Dollar-Exchange-Rate-Prediction

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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
  • Updated Apr 12, 2025
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