martin-buck Goto Github PK
Name: Martin Buck
Type: User
Company: Tufts University
Bio: Mathematics PhD Candidate and Researcher @ Tufts
Location: Boston, MA
Martin Buck's Projects
classifying-review-sentiment
Compare and optimize different machine learning models to classify reviews from Yelp, Amazon, and IMDB
cs136-22s-assignments
Public-facing repo containing starter code for CS 136 at Tufts
differential-equations-on-fractals
An implementation of finite elements to approximate solutions to the Helmholtz equation on the Sierpinski Gasket fractal
gstft-and-frames
Code to study the Graph Short-time Fourier Transform and related ideas from frame theory
logistic-regression-for-digit-and-fashion-classification
Explore how certain hyperparameters and features in a logistic regression model affect image classification
numerical-pde-experiments
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 Google Colab notebooks (.ipynb) through GitHub to view the code and correpsonding plots and analysis!
random-walks-on-graphs-and-card-shuffling
Run a Markov chain on a Cayley Graph to simulate different card shuffling techniques
scientific-computing-and-numerical-analysis-experiments
A collection of MATLAB scripts that explore ideas and implement classic algorithms from numerical analysis
se_java
Software engineering projects in Java
spectral-clustering
Spectral clustering, RBF kernels, and hyperparameter optimization on non-radial data are used to cluster data that gives traditional k-means difficulty.
topological-data-analysis
Application of the Mapper algorithm to visualize and cluster point cloud data
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