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  1. rfr-housing rfr-housing Public

    random forest regression (with sklearn pipeline and hyperparameter tuning) on house price dataset.

    Python

  2. pi-approximation pi-approximation Public

    Simple Monte Carlo simulation to approximate the value of Pi

    C++

  3. nn-housing nn-housing Public

    Sequential multiclass neural network classifier with dropout hidden layer, softmax output layer and tensorboard for the housing dataset

    Python

  4. gaussian-mixture-models-md gaussian-mixture-models-md Public

    Gaussian Mixture model to fit multidimensional data clusters using Expectation Maximization

    Python

  5. rfc-heart rfc-heart Public

    random forest classification (with hyperparameter tuning) on heart disease dataset.

    Python

  6. central-limit-theorem central-limit-theorem Public

    A simulation to demonstrate the Central Limit Theorem

    R