Pinned Repositories
SAR-Wave-Height
Predicting significant wave height from synthetic aperture radar (SAR) with deep learning on SAR-Altimeter colocation data.
cci-playground
Boilerplate for getting started quickly on cracking the coding interview solutions.
change-hi.github.io
Curriculum materials for Change-HI
DeepSpike
ics235
ICS 235
keras_tutorial
Quickstart to deep learning with Keras, GANs, and hyperparameter optimization.
lhc2015-dl-tutorial
pokemon_pca
Example of PCA on Pokemon images (28x28 grayscale)
sherpa
Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
peterjsadowski's Repositories
peterjsadowski/lhc2015-dl-tutorial
peterjsadowski/keras_tutorial
Quickstart to deep learning with Keras, GANs, and hyperparameter optimization.
peterjsadowski/pokemon_pca
Example of PCA on Pokemon images (28x28 grayscale)
peterjsadowski/cci-playground
Boilerplate for getting started quickly on cracking the coding interview solutions.
peterjsadowski/change-hi.github.io
Curriculum materials for Change-HI
peterjsadowski/DeepSpike
peterjsadowski/ics235
ICS 235
peterjsadowski/jekyll-cd
:octocat: GitHub Action to build and deploy a Jekyll site to GitHub Pages 🧪
peterjsadowski/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
peterjsadowski/matlab_ann
Object-oriented MATLAB code for prototyping learning algorithms in artificial neural networks.
peterjsadowski/pax
Raw data processor (raw -> processed data)
peterjsadowski/pylearn2
A Machine Learning library based on Theano
peterjsadowski/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
peterjsadowski/sklearn_examples
Simple examples in sklearn.
peterjsadowski/spiking-mlp
A Spiking Multi-Layer Perceptron
peterjsadowski/sun-net
Predicting EUV emissions from HEI absorption.
peterjsadowski/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.
peterjsadowski/Tutorial-Microbiome
Tutorial on machine learning methods for microbiome amplicon data analysis. Used for BOT 662 Spring 2023.
peterjsadowski/uci-thesis-latex
LaTeX template for thesis and dissertation documents at UC Irvine