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exchange-rates-forecasting

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asaficontact / learning_to_beat_the_random_walk

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In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.

latex sentiment-analysis forex neural-networks exchange-rates tf-idf cosine-similarity support-vector-machines news-articles vader-sentiment-analysis principal-component-analysis shinyapps asset-pricing object-oriented-programming forex-prediction financial-econometrics financial-economics textblob-sentiment-analysis exchange-rates-forecasting carry-trade
  • Updated Dec 5, 2022
  • TeX

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