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  1. 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

  2. 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

  3. EUelectionsIT EUelectionsIT Public

    Is there a relationship between the turnout of the European Parliament elections in Italy and the percentage of votes received by pro-EU parties? No. Here's why.

    Jupyter Notebook

  4. 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