GitHub / martin-buck 1 Repository
Mathematics PhD Candidate and Researcher @ Tufts
martin-buck/topological-data-analysis
Application of the Mapper algorithm to visualize and cluster point cloud data
Language: Jupyter Notebook - Size: 6.83 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
martin-buck/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!
Language: Jupyter Notebook - Size: 23.7 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
martin-buck/logistic-regression-for-digit-and-fashion-classification
Explore how certain hyperparameters and features in a logistic regression model affect image classification
Language: Jupyter Notebook - Size: 17.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
martin-buck/spectral-clustering
Spectral clustering, RBF kernels, and hyperparameter optimization on non-radial data are used to cluster data that gives traditional k-means difficulty.
Language: Python - Size: 515 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
martin-buck/GSTFT-and-Frames
Code to study the Graph Short-time Fourier Transform and related ideas from frame theory
Language: MATLAB - Size: 57.1 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
martin-buck/cs136-22s-assignments Fork of tufts-ml-courses/cs136-22s-assignments
Public-facing repo containing starter code for CS 136 at Tufts
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martin-buck/scientific-computing-and-numerical-analysis-experiments
A collection of MATLAB scripts that explore ideas and implement classic algorithms from numerical analysis
Language: MATLAB - Size: 985 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
martin-buck/differential-equations-on-fractals
An implementation of finite elements to approximate solutions to the Helmholtz equation on the Sierpinski Gasket fractal
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martin-buck/random-walks-on-graphs-and-card-shuffling
Run a Markov chain on a Cayley Graph to simulate different card shuffling techniques
Language: Jupyter Notebook - Size: 667 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
martin-buck/classifying-review-sentiment
Compare and optimize different machine learning models to classify reviews from Yelp, Amazon, and IMDB
Language: Jupyter Notebook - Size: 187 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
martin-buck/SE_java
Software engineering projects in Java
Language: Java - Size: 1.88 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0