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Welcome

Here you’ll find a few snippets of mostly dev/experimental/sandbox code. Although I’ve put a couple of these projects on pypi, I don’t maintain any of them, so this is mainly a personal code journal that I occasionally turn to for inspiration in my "real" work.

Installation

To install the zkurtz/zkurtz/src python package. First clone this repo, cd into it, and then:

pip install -e .
pip install -r requirements.txt

ipython kernel install --user --name zkurtz

The last line above register the jupyter kernel to be able to run notebooks; this assumes your virtualenv name is "zkurtz".

Zach Kurtz's Projects

emstats icon emstats

Simple implementations of EM algorithms

kaggle_malware_2019 icon kaggle_malware_2019

scripts for the Microsoft Malware Competition on Kaggle, https://www.kaggle.com/c/microsoft-malware-prediction

lllcrc icon lllcrc

Estimating the size of a population based on multiple incomplete and overlapping samples

pydens icon pydens

Density estimation powered by scalable regression tools

pypress icon pypress

PRESS: Predictive State Smoothing in Python (tf.keras)

shmistogram icon shmistogram

Piecewise-uniform univariate density estimation and visualization

when_will_it_end icon when_will_it_end

Monitor the progress of a loop with occasional informative statements instead of a progress bar

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