Google Research

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

The "Python Machine Learning (1st edition)" book code repository and info resource

An adversarial example library for constructing attacks, building defenses, and benchmarking both

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probabilistic reasoning and statistical analysis in TensorFlow

🪼 a python library for doing approximate and phonetic matching of strings.

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

Python interactive dashboards for learning data science

A template for small scientific python projects

Numbers concerning COVID-19 disease cases in The Netherlands by RIVM, LCPS, NICE, ECML, and Rijksoverheid.

"1 + 1 = 1 or Record Deduplication with Python" Jupyter Notebook

Ipython notebooks on various topics

A public repo for code and analyses associated with the paper Tracking the Global Footprint of Fisheries

ISA tools API

Python for lunch seminar materials

Reproducible & Collaborative Data Science, Fall 2017 - Main class website

The GeoNewsMiner (GNM): An interactive spatial humanities tool to visualize geographical references in historical newspapers

Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015

Implementation of the SWORDS framework for Utrecht University.

Notebooks for the big data group

Additional material for the Data Science Day (Utrecht University) workshop: "Data Engineering: Clean and Integrate Your Data!"

Implementaton and performance tests of Neighbourhood Blocking - an indexing method for Record Linkage

Jupyter notebook R for a workshop data handling in R (datamanagement)