Peter Sadowski's repositories
keras_tutorial
Quickstart to deep learning with Keras, GANs, and hyperparameter optimization.
pokemon_pca
Example of PCA on Pokemon images (28x28 grayscale)
cci-playground
Boilerplate for getting started quickly on cracking the coding interview solutions.
change-hi.github.io
Curriculum materials for Change-HI
jekyll-cd
:octocat: GitHub Action to build and deploy a Jekyll site to GitHub Pages 🧪
matlab_ann
Object-oriented MATLAB code for prototyping learning algorithms in artificial neural networks.
pax
Raw data processor (raw -> processed data)
pylearn2
A Machine Learning library based on Theano
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
sklearn_examples
Simple examples in sklearn.
spiking-mlp
A Spiking Multi-Layer Perceptron
sun-net
Predicting EUV emissions from HEI absorption.
Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
Tutorial-Microbiome
Tutorial on machine learning methods for microbiome amplicon data analysis. Used for BOT 662 Spring 2023.
uci-thesis-latex
LaTeX template for thesis and dissertation documents at UC Irvine