matthewshawnkehoe
Data and research scientist with a background in computational mathematics. Passionate about machine learning and scientific software development.
Ann Arbor, MI
Pinned Repositories
Gross-Pitaevskii-Eigenvalue-problem
A project on Gross–Pitaevskii eigenvalue problem using Machine learning method
Ann-Arbor-AI-ML-Group
Material and projects from the Ann Arbor AI/ML Meetup group
Data-Science
A collection of Jupyter Notebooks highlighting data science and machine learning projects.
Data-Science-Machine-Learning-Collaborative-Learning-Group
Material and projects from the Data Science & Machine Learning Collaborative Learning Meetup group
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
HOPS-AWE-Grating-Scattering
A High–Order Perturbation of Surfaces/Asymptotic Waveform Evaluation (HOPS/AWE) algorithm for Grating Scattering Problems.
matthewshawnkehoe.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Riemann-Zeta-Functions
Computer implementation of the Riemann Siegel formula in Julia alongside various plotting and numerical programs related to the Riemann zeta function.
matthewshawnkehoe's Repositories
matthewshawnkehoe/100_Days_of_ML_Code
Work on ML for 100+ Days Straight
matthewshawnkehoe/chebfun_examples
Chebfun examples collection
matthewshawnkehoe/Data-Science--Cheat-Sheet
Cheat Sheets
matthewshawnkehoe/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
matthewshawnkehoe/FundamentalsNumericalComputation.jl
Fundamentals of Numerical Computing in Julia
matthewshawnkehoe/IntroToPythonMLNotebooks
Google Colab notebooks for the Intro to Python class
matthewshawnkehoe/IrisME
IrisME is a fast and accurate software for calculating scattering coefficients in gratings of holes perforating a metallic film. IrisME is based on the Modal Expansion of the electromagnetic fields. The method was initially developed to investigate the phenomenom of Extraordinary Optical Transmission.
matthewshawnkehoe/Java-Programs
Various Java programs for data and numerical analysis including an arbitrary precision complex number library.
matthewshawnkehoe/juliaforge.jl
juliaforge
matthewshawnkehoe/mathematica-class-demonstrations
A large collection of Mathematica demonstrations that I've made over the years, sorted according to the class that they are most likely to be useful for.
matthewshawnkehoe/mlflow
Open source platform for the machine learning lifecycle
matthewshawnkehoe/MyAwesomePackage.jl
A dummy package for the Julia Concise Tutorial
matthewshawnkehoe/papers-with-Code-tutorial
Basic guidance on how to contribute to Papers with Code
matthewshawnkehoe/Physics-Informed-Neural-Networks
Investigating PINNs
matthewshawnkehoe/pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
matthewshawnkehoe/RaySAR
RaySAR is a 3D synthetic aperture radar (SAR) simulator which enables to generate SAR image layers related to detailed 3D object models. Moreover, it enables one to localize the 3D positions and surface intersection points related to reflected radar signals. In particular, RaySAR helps to understand the nature of signal multiple reflections at man-
matthewshawnkehoe/riemann_book
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
matthewshawnkehoe/SAMPLE_dataset_public
The Synthetic and Measured Paired Labeled Experiment.
matthewshawnkehoe/sarpy
A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
matthewshawnkehoe/sphinx_latex
LaTeX and HTML builders for Sphinx - Python documentation project
matthewshawnkehoe/staeiou.github.io
Github pages
matthewshawnkehoe/ultraSEM
The ultraspherical spectral element method