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software.qmd
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software.qmd
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---
title: "Software"
description: |
An overview of my software development projects.
bibliography: refs.bib
format:
html:
toc: true
code-link: true
execute:
echo: true
editor_options:
markdown:
wrap: 80
---
I enjoy using and contributing to open-source scientific software. I've co-developed the following software packages in `R` and `python`.
### __`maars`__
An `R` implementation of the series of papers [@buja2019maapt1] and [@buja2019maapt2] based on a tidy grammar. This is joint work with
Riccardo Fogliato and Arun Kumar Kuchibhotla.
<!-- Code -->
<a href="https://shamindras.github.io/maars/" target="_blank" rel="noopener noreferrer" class="bi-github btn btn-secondary" role="button"> code</a>
<a href="https://arxiv.org/abs/2106.11188" target="_blank" rel="noopener noreferrer" class="bi-file-earmark-text-fill btn btn-warning" role="button"> arxiv</a>
<a href="https://arxiv.org/pdf/2106.11188.pdf" target="_blank" rel="noopener noreferrer" class="bi-file-earmark-pdf-fill btn btn-dark" role="button"> pdf</a>
<a href="https://youtu.be/CaV522U1Ju0?t=67" target="_blank" rel="noopener noreferrer" class="bi-film btn btn-danger" role="button"> spotlight</a>
<hr>
### __`iRF`__
A `python` package to implement the iterative Random Forest (`iRF`) family of
algorithms from [@basu2018irfstableinteractions]. This implementation is a
joint effort of several people from the [Yu
Group](https://www.stat.berkeley.edu/~yugroup/){target="_blank"} at UC
Berkeley. See
[here](https://github.com/Yu-Group/iterative-Random-Forest/blob/master/Authors.md){target="_blank"}
for the complete list of developers.
<!-- Code -->
<a href="https://github.com/Yu-Group/iterative-Random-Forest" target="_blank" rel="noopener noreferrer" class="bi-github btn btn-secondary" role="button"> code</a>