Popular repositories

1. numerical-PDE-experiments numerical-PDE-experiments Public

   A collection of Python code and Google Colab notebooks that implement classic numerical PDE algorithms (Finite Differences, Finite Elements, Multigrid) and analyze performance. You can open the Goo…

   Jupyter Notebook 1 2

2. classifying-review-sentiment classifying-review-sentiment Public

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

   Jupyter Notebook

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

   Explore how certain hyperparameters and features in a logistic regression model affect image classification

   Jupyter Notebook

4. 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.

   Python

5. 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

   Jupyter Notebook

6. 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