willjobs
I'm a Senior Data Scientist with a passion for improving processes and finding insights in data
Boston, MA
Pinned Repositories
ChemIDPlus_Lookup
A Python script to scrape the NIH's ChemIDPlus database for the name and CASRN, given an input CSV with a list of CASRNs, names, or a mix of the two
d3-covid
Final project for UMass course "Data Visualization & Exploration" (CS 590V/571)
dog-classifier
Implementation of a dog classifier using CNNs built using FastAI
fullpage-screenshot
Python script to take a screenshot of a full web page using Selenium
hyperparameter-search
Comparison of Bayesian hyperparameter optimization with grid search and random search, on neural networks, decision trees, random forests, and KNN
internet-speed
Run a test of download and upload speed and save the results to dropbox
regulations-public-comments
User-friendly API to download public comments, documents, and dockets from v4 of the Regulations.gov API
streamlit-dogs
Implementation of a dog classifier using CNNs built using FastAI
willjobs.github.io
Personal site
willjobs's Repositories
willjobs/regulations-public-comments
User-friendly API to download public comments, documents, and dockets from v4 of the Regulations.gov API
willjobs/dog-classifier
Implementation of a dog classifier using CNNs built using FastAI
willjobs/hyperparameter-search
Comparison of Bayesian hyperparameter optimization with grid search and random search, on neural networks, decision trees, random forests, and KNN
willjobs/ChemIDPlus_Lookup
A Python script to scrape the NIH's ChemIDPlus database for the name and CASRN, given an input CSV with a list of CASRNs, names, or a mix of the two
willjobs/d3-covid
Final project for UMass course "Data Visualization & Exploration" (CS 590V/571)
willjobs/fullpage-screenshot
Python script to take a screenshot of a full web page using Selenium
willjobs/streamlit-dogs
Implementation of a dog classifier using CNNs built using FastAI
willjobs/NMF-Cosine-Recommender
Movie recommendation algorithm combing NMF (non-negative matrix factorization) with cosine similarity
willjobs/public-comments-project
willjobs/zenhabits-theme
An update to the "zh2" theme by Leo Babauta of Zen Habits. Includes responsive layout and font size and improvements to functionality
willjobs/internet-speed
Run a test of download and upload speed and save the results to dropbox
willjobs/willjobs.github.io
Personal site
willjobs/blog
willjobs/dogs-render-simple
Starter app for fastai v3 model deployment on Render
willjobs/fastai2
Temporary home for fastai v2 while it's being developed
willjobs/Image-Compressor
Python application to resize (using PIL) and compress (using TinyPNG) a series of images
willjobs/image-scripts
Collection of Python scripts to manipulate images
willjobs/internet-speed-sl
Streamlit app to plot internet speeds
willjobs/Marketplace-Music
A Python script to download the full list of songs used between segments on Marketplace
willjobs/scikit-multilearn-ng
A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification
willjobs/sunrise-sunset
Fight winter blues using sunrise and sunset data to plot day length and change over time