Jeroen Van Goey's Projects
My home on the web
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Machine Learning Toolkit for Kubernetes
Language Lego
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
To learn about optics and microscopy, we generated a simple to build lego microscope that does not need precision optics and 3D printed parts.
Lifespan Age Transformation Synthesis code
A repository for the article Lord of the Files: How GitHub Tamed Free Software (And More), published on Wired.com
Scanner for decks of cards with bar codes printed on card edges
A library of multi-agent reinforcement learning components and systems
Mesa is an agent-based modeling framework in Python
Utilities for passing TensorFlow-related metadata between tools
Simple tool for fixing common misspellings, typos in source code
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
A list of references for MLOps
Tutorial for a new versioning Machine Learning pipeline
Model analysis tools for TensorFlow
Source for mtlynch.io, a blog about technology and entrepreneurship.
Optional static typing for Python
An esoteric data type built entirely of NaNs.
DEPRECATED Mermaid diagrams in the Jupyter Notebook
🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics
Hugo website source for openforcefield.org
Generate vector tiles from open data for opentrees.org
Using shaders in p5.js
Reproducible Data Science at Scale!
Python Packaging User Guide
Pairwise string alignment in Python (Needleman-Wunsch and Smith-Waterman algorithms)
Easily load the Palmer Penguins dataset in python
Recipes for using Python's pandas library