Jesse Cambon's Projects
Advent of Code 2021
Public repo for HF blog posts
Covariate Balance Tables and Plots - An R package for assessing covariate balance
The 2018 Data Science Bowl - an image segmentation algorithm for detecting cell nuclei in microscope images
Code and resources to serve as a starting point for data science projects.
Demographic data analysis and related tools
geocod.io API documentation
Cross-platform backup utility that mirrors specified folders while checking to see if any changes were made since the last backup. Written in Python 3.
My blog
The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch), research workflows and production pipelines with an obsessive focus on flexibility and performance.
Machine learning metrics for distributed, scalable PyTorch applications.
Scrapes NFL results and then calculates ELO rating and estimated win probabilities for each team.
🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools
Geocoding Made Easy
Journal of Open Source Software (JOSS) submission for the tidygeocoder R package
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Compares typical yearly weather for locations around the world. Uses standard .EPW weather file format from EnergyPlus. Written in Python 3.