Marcel Haas's repositories
bayes_workshop
The material for the workshop "Bayesian Statistics: the what, the why, and the how".
AdventOfCode
Advent of Code 2020
FraudDetection
A small working demo of a possible fraud detection algorithm, that is designed to catch fraud by service providers such as healthcare providers. All data is fictional.
TextMiningWorkshop
Text Mining Workshop for beginners using Python, spaCy, sklearn
b-gower
Python package for Balanced Gower distance
BGM_CourseNetworks
Student result modeling based on open data
blog
Notebooks with code and examples corresponding to blog posts at http://www.marcelhaas.com/index.php/datascience/
docentenbeleid
Dash dashboard for monitoring docentenbeleid at UvA.
ds4s
Data Science for Science, code for figures and complimentary notebooks
MasteringPython
A one-day course with some practical somewhat advanced Python tricks to write pythonic, optimized code.
ML_workshop
Material for the workshop Machine Learning: the basics for everyday use
PostStarBursts
Files for working on the PSB project, comparing EAGLE to observations and investigate the halo and galaxy properties.
prospector
Python code for Stellar Population Inference from Spectra and SEDs
puzzles
Functionality and example notebooks for puzzle solving
PyDataScienceIntroNL
Cursusmateriaal voor de introductiecursus Python voor data science door Marcel Haas.
stochastic_SFH
Playing with stochastic SFHs for galaxies, a la Kelsen et al.
synthetic_data
Experiments with synthetic data through ML, based on real data.
unstable_populations
The Unstable Population Indicator
WikiCompare
DSC away day wiki compare project