peterjsadowski Goto Github PK

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

jekyll-cd

:octocat: GitHub Action to build and deploy a Jekyll site to GitHub Pages 🧪

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras_tutorial

Quickstart to deep learning with Keras, GANs, and hyperparameter optimization.

lhc2015-dl-tutorial

matlab_ann

Object-oriented MATLAB code for prototyping learning algorithms in artificial neural networks.

pax

Raw data processor (raw -> processed data)

pokemon_pca

Example of PCA on Pokemon images (28x28 grayscale)

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