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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