Heidi Perry's repositories
ProblemSolutions
A place to commit my solutions to various programming challenges and practice problems.
course-checkpoints-project
This is the project we use for the DVC educational course to demonstrate how checkpoints work.
python-data-viz-workshop
A 3-hour workshop on data visualization in Python with notebooks and exercises for following along.
apricot
apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
pytorch-gnn-tutorial-odsc2021
Repository for GNN tutorial using Pytorch and Pytorch Geometric (PyG) for ODSC 2021
missing-data-workshop
Matt Brems' Missing Data Workshop
ExtractContactInfo
I am helping a non-profit I volunteer for prepare data for a new database. This will be a collection of scripts to do the job.
ml-workshop-intro
Introduction to scikit-learn: Machine Learning in Python
keras-tutorial-odsc2020
Notebooks for Keras Tutorial presented at ODSC West 2020
DLTFpT
Deep Learning with TensorFlow, Keras, and PyTorch
ODSC_2020_ESN
Short demo of light weight ESN implementation for ODSC East 2020
models
Models and examples built with TensorFlow
camdetect
Object Detection using a webcam with OpenCV and TensorFlow
civicu-machine-learning
Civic U Machine Learning Course
neveragaindottech.github.io
Source files for the neveragain.tech site
hack-university-data-science
Hack University's [Data Science course](http://www.hackoregon.org/database-cohort), sponsored by [Hack Oregon](http://hackoregon.org)
wwc-hackathon-sound-companion-app
Mobile companion app for personal sound monitoring device for WWC IoT Hackathon
oiLabs-base-R
Source files for OpenIntro Statistics labs
GradientDescentExample
Example demonstrating how gradient descent may be used to solve a linear regression problem
AgricultureInputsAndWaterQuality
Project to bring together USDA data on agricultural chemical inputs (fertilizer and pesticide) and USGS water quality monitoring results in a user-friendly app. Initial focus on Oregon, may expand in the future.
or-agriculture
Main repository for the HackOregon 2015 Agriculture project
HackOregonAgDataExplore
Functions to explore agriculture data for Hack Oregon 2015 project.