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ideas.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Python's Google Summer of Code Page">
<meta name="google-site-verification" content="EVShtJLdVKN58OupOAYPkH6QRA3i-J8q4ZEklgFiZhE" />
<title>Python GSoC – Home</title>
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<a id="ideas"></a>
<div class="content">
<div class="pure-u-1 pure-u-md-1-1 pure-u-lg-1-1">
<h2 class="content-head content-head">Ideas</h2>
<div class="warning">
<div class="pure-u-1 pure-u-md-1-1 pure-u-lg-1-1">
<p>Students: <a href="https://python-gsoc.org/index.html#gettingstarted">Instructions on getting started</a>. Right now, we're still preparing for GSoC 2025; check back regularly for project updates.</p>
<p>If you're a sub-org who wants to join, please
<a href="https://python-gsoc.org/mentors.html#sub-orgs">read the information for sub-orgs</a>.</p>
</div>
</div>
<br />
</div>
<!-- Start Template -->
<div id="container">
<div class="pure-u-1 pure-u-md-1-1 pure-u-lg-1-1 shuffleMe">
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1-2 logo">
<img src="/logos/mss-logo_BiK2crz.png" />
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
MSS - Mission Support System
</h2>
</div>
</div>
<br />
The Mission Support System (MSS) is a software that is written by scientists in the field of atmospheric science. The purpose is to have a tool that simplifies the process for planning a scientific flight in which parameters of the atmosphere are measured.
MSS helps to optimize the scientific outcome of the research flights by displaying the planned flight route and the corresponding model parameters in the same platform for many discussed options. It does therefore reduce somehow the amount of flight hours that is needed to answer a scientific question and thus saves in the end taxpayers money.
<div class="pure-g">
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<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://web.libera.chat/?nick=Guest&#mss-gsoc">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="mailto:[email protected]">Mailing List</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://www.twitter.com/TheMSSystem">Twitter Url</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://open-mss.github.io/">Blog Url</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://open-mss.github.io/about/">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://open-mss.github.io/develop/GSOC/ideas" alt="MSS - Mission Support System logo">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://open-mss.github.io/" alt="MSS - Mission Support System">Source Code</a></p>
</div>
</div>
<hr>
</div>
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<img src="/logos/256x256_white_3xCK6Bv_oFfXgFE.png" />
</div>
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<h2>
CVE Binary Tool
</h2>
</div>
</div>
<br />
The CVE Binary Tool helps you determine if your system includes known vulnerabilities.
You can scan binaries for over 200 common, vulnerable components (openssl, libpng, libxml2, expat and others), or if you know the components used, you can get a list of known vulnerabilities associated with an SBOM or a list of components and versions.
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<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-2" style="text-align: center;">
<p><a href="https://gitter.im/cve-bin-tool/community">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-2" style="text-align: center;">
<p><a href="https://cve-bin-tool.readthedocs.io/en/latest/">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/intel/cve-bin-tool/issues/4732" alt="CVE Binary Tool logo">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/intel/cve-bin-tool" alt="CVE Binary Tool">Source Code</a></p>
</div>
</div>
<hr>
</div>
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<img src="/logos/tolvera_logo.png"/>
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
Tölvera
</h2>
</div>
</div>
<br />
Tölvera is a Python library for composing together and interacting with self-organising systems and artificial life.
It provides creative coding-style APIs that allow users to combine and compose various built-in behaviours, such as flocking, slime mold growth, and swarming.
With built-in support for Open Sound Control (OSC) and interactive machine learning (IML), Tölvera interfaces with music software and hardware for exploring diverse intelligence in artistic contexts.
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1">
<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://discord.gg/ER7tWds9vM">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://tolvera.is">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="mailto:ja@æ.is">Email</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://afhverjuekki.github.io/tolvera/gsoc" alt="Tölvera logo">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/afhverjuekki/tolvera" alt="Tölvera">Source Code</a></p>
</div>
</div>
</div>
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<div class="pure-u-1 pure-u-md-1-2 logo">
<img src="/logos/logo-pocketpy.png"/>
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
pocketpy
</h2>
</div>
</div>
<br />
pocketpy is a portable Python 3.x interpreter, written in C11.
It aims to be an alternative to Lua for game scripting, with elegant syntax, powerful features and competitive performance.
pocketpy has no dependencies other than the C standard library, which can be easily integrated into your C/C++ project.
Developers are able to write Python bindings via C-API or pybind11 compatible interfaces.
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1">
<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://discord.gg/WWaq72GzXv">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://pocketpy.dev/">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="mailto:[email protected]">[email protected]</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://pocketpy.dev/gsoc2025/ideas/" alt="pocketpy logo">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/pocketpy/pocketpy" alt="pocketpy source">Source Code</a></p>
</div>
</div>
<hr>
</div>
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<div class="pure-u-1 pure-u-md-1-2 logo">
<img src="/logos/borg_256.png" />
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
Borg Collective
</h2>
</div>
</div>
<br />
We are the Borg Collective and maintain multiple Python-based backup tools that are often used in combination: Borg, Borgmatic and Vorta. The core Borg tool is a deduplicating archiver with compression and deduplication. Vorta is a desktop backp client that integrtes with Linux and macOS desktops. Borgmatic is a wrapper for server systems that also takes care of database backups and pre-backup commands.
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1">
<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://matrix.to/#/#vorta:matrix.org">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://www.reddit.com/r/BorgBackup/">Mailing List</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://vorta.borgbase.com/">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/borgbase/vorta/wiki/Google-Summer-of-Code-2025-Ideas" alt="Borg Collective logo">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/borgbase/vorta/" alt="Borg Collective">Source Code</a></p>
</div>
</div>
<hr>
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<div class="pure-u-1 pure-u-md-1-2 logo">
<img src="/logos/logo_mne_hex.png" />
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
MNE-Python
</h2>
</div>
</div>
<br />
MNE-Python software is an open-source Python package for exploring, visualizing, and analyzing human neurophysiological data such as MEG, EEG, sEEG, ECoG, and more. It includes modules for data input/output, preprocessing, visualization, source estimation, time-frequency analysis, connectivity analysis, machine learning, and statistics.
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1">
<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://discord.gg/rKfvxTuATa">Chat</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://mne.discourse.group">Mailing List</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://mne.tools">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/mne-tools/mne-python/wiki/GSoC-Ideas">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/mne-tools/mne-python">Source Code</a></p>
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<img src="/logos/logo_ilastik.png" />
</div>
<div class="pure-u-1 pure-u-md-1-2">
<h2>
ilastik
</h2>
</div>
</div>
<br />
ilastik allows users without computational expertise to leverage machine learning to easily segment and classify cells and other structures in biological images. It is designed to be user-friendly, while still providing powerful tools for image analysis.
<div class="pure-g">
<div class="pure-u-1 pure-u-md-1">
<p>Contact Links</p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="mailto:[email protected]?subject=[GSoC 2025] contact">Email</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://ilastik.org">Homepage</a></p>
</div>
<div class="pure-u-1 pure-u-md-1-3" style="text-align: center;">
<p><a href="https://imagesc.zulipchat.com/#user/614676">Chat (DM to B. Best)</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/btbest/gsoc-guidance/blob/main/ideas-list.md">Ideas Page</a></p>
</div>
<div class="pure-u-1 pure-u-md-1" style="text-align: center;">
<p><a href="https://github.com/ilastik/ilastik">Source Code</a></p>
</div>
</div>
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<h2 class="content-head content-head">Friends of the PSF</h2>
<p>Here's some more interesting organizations that use Python!</p>
<ul>
<li>
<a href="https://tardis-sn.github.io/summer_of_code/ideas/">TARDIS</a> TARDIS is an open-source Monte Carlo radiative-transfer spectral synthesis code for 1D models of supernova ejecta. It is designed for rapid spectral modelling of supernovae. It is developed and maintained by a multi-disciplinary team iincluding software engineers, computer scientists, statisticians, and astrophysicists.
</li>
</ul>
</div>
</div>
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