harcel Goto Github PK

adventofcode

Advent of Code 2020

b-gower

Python package for Balanced Gower distance

bayes_workshop

The material for the workshop "Bayesian Statistics: the what, the why, and the how".

bayesian_student_seminar

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

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.

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

org

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.

textintro

Quick introduction to text analysis and language models

textminingworkshop

Text Mining Workshop for beginners using Python, spaCy, sklearn

unstable_populations

The Unstable Population Indicator

wikicompare

DSC away day wiki compare project