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
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Updated
Dec 5, 2022 - TeX