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  1. productivity_wages_causal_effect productivity_wages_causal_effect Public

    What is the causal relationship between productivity and wages in Europe? Utilizing a fixed-effects cross-country regression model, the study incorporates lagged productivity changes alongside cont…

    Stata

  2. forecastUSAgdp forecastUSAgdp Public

    MATLAB-based forecasting of US real GDP using time-series models and the FRED-QD dataset, with model comparison via RMSE and rolling window evaluation.

  3. LendingClubPrediction LendingClubPrediction Public

    The project analyses the data provided by LendingClub.com, a financial services company that gives the opportunity to investors to choose potential borrowers.

    HTML

  4. trumpVSEveryone trumpVSEveryone Public

    How are emotion and rhetorical strategies used in US presidential debates? Let's analyse it with RoBERTa based models!

    Jupyter Notebook

  5. KernelLinearClassificationML KernelLinearClassificationML Public

    I implemented several machine learning algorithms from scratch, including the Perceptron, Support Vector Machines (SVMs) Pegasos algorithm, and Regularized Logistic Regression.

    Jupyter Notebook