Amanda LaForest's Projects
The code that makes up the website your viewing, version 2.0
:memo: An awesome Data Science repository to learn and apply for real world problems.
A collection of awesome readme templates to display on your profile
A tutorial for using Plotly & ggplot2 to generate interactive graphs in R and Python
We analyze chronic wasting disease (CWD) in white-tailed deer in order to 1) predict the probability that a given specimen has CWD and 2) identify counties most at risk of having deer with CWD in the near term. We use logistic regression, ANN, and CNN-LSTM models.
Employed big data tools (PySpark) and data visualization (Tableau) to perform an analysis for the Legal Aid Justice Center in Charlottesville, VA
Interactive data analytics
Fool-proof template for deploying Dash apps on Heroku
Website created for the Visualizing the Future Fellowship Community
Visualizing global improvements since 1800
Public site for the FIND search and rescue management software.
Mapping Geospatial Data in R
"MesoNet: a Compact Facial Video Forgery Detection Network" (D. Afchar, V. Nozick) - IEEE WIFS 2018
Models and examples built with TensorFlow
Optimizing DQN Performance using data stacking and composition
First practice project for UVA school of DS, completed in R Markdown + Jupyter Notebooks for Python.
Basic SQL: Can Money Buy You Happiness?
Using basic SQL to find the best cities for avocado toast
A Bootstrap 4 resume/CV theme created by Start Bootstrap
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
The R code I used in every step of my undergraduate honors thesis.
The code that makes up the website you're viewing.
In this Tableau dashboard, I calculate the racial disparity by county and in aggregate in the state of Virginia.
Currently a work in progress. I would eventually like to turn this into a portfolio that showcases a variety of my data visualizations.