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  1. Donors_Choose Donors_Choose Public

    Developed a model that can estimate likelihood of success, for an application to the non-profit organization DonorsChoose. Using a LGBM on submission tf-idf essays features, classroom and state dem…

    Jupyter Notebook

  2. Bayesian_Opt_Testing Bayesian_Opt_Testing Public

    Explanation & Exploration for variable Bayesian Optimization vs Grid Search vs Random Search, for hyper parameter optimization.

    Jupyter Notebook 1

  3. Another_Bitcoin_Predictor Another_Bitcoin_Predictor Public

    1. Using facebook's Prophet to predict Bitcoin values. 2. Using Reddit comments and scores to measure time series sentiment, as a supplementary feature in a multivariate LSTM RNN.

    Jupyter Notebook 10 1