Popular repositories

1. classifying-review-sentiment classifying-review-sentiment Public

   Compare and optimize different machine learning models to classify reviews from Yelp, Amazon, and IMDB

   Jupyter Notebook

2. logistic-regression-for-digit-and-fashion-classification logistic-regression-for-digit-and-fashion-classification Public

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3. spectral-clustering spectral-clustering Public

   Spectral clustering, RBF kernels, and hyperparameter optimization on non-radial data are used to cluster data that gives traditional k-means difficulty.

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4. differential-equations-on-fractals differential-equations-on-fractals Public

   An implementation of finite elements to approximate solutions to the Helmholtz equation on the Sierpinski Gasket fractal

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5. random-walks-on-graphs-and-card-shuffling random-walks-on-graphs-and-card-shuffling Public

   Run a Markov chain on a Cayley Graph to simulate different card shuffling techniques

   Jupyter Notebook

6. topological-data-analysis topological-data-analysis Public

   Application of the Mapper algorithm to visualize and cluster point cloud data

   Jupyter Notebook