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{{Note|GNU Octave is a [https://summerofcode.withgoogle.com/programs/2024/organizations/gnu-octave mentoring organization for GSoC 2024].}}
{{Note|GNU Octave is a [https://summerofcode.withgoogle.com/programs/2023/organizations/gnu-octave mentoring organization for GSoC 2023].}}


Since 2011 the GNU Octave project has successfully mentored:
Since 2011 the GNU Octave project has successfully mentored:
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= Suggested projects =
= Suggested projects =


The following suggested projects are distilled from the [[Projects]] page for the benefit of potential SoC participants.  You can also look at our [[Summer of Code|completed past projects]], or the current [https://hg.savannah.gnu.org/hgweb/octave/file/tip/etc/ROADMAP.md | Octave Development Roadmap] for more inspiration.
The following suggested projects are distilled from the [[Projects]] page for the benefit of potential SoC participants.  You can also look at our [[Summer of Code|completed past projects]] for more inspiration.


{{Note|Do you use Octave at your working place or university? Do you have some numerical project in mind?  You are always welcome to '''propose your own projects'''.  If you are passionate about your project, it will be easy to find an Octave developer to mentor and guide you. Please note that for such a proposal to be successful it will almost certainly involve initiating pre-proposal discussion over at the [https://octave.discourse.group Octave Discourse forum].}}
{{Note|Do you use Octave at your working place or university? Do you have some numerical project in mind?  You are always welcome to '''propose your own projects'''.  If you are passionate about your project, it will be easy to find an Octave developer to mentor and guide you. Please note that for such a proposal to be successful it will almost certainly involve initiating pre-proposal discussion over at the [https://octave.discourse.group Octave Discourse forum].}}


== Adding more Classification classes and implementing missing methods in statistics package ==
== Adding regression GAM and kNN classification functionality in statistics package ==


Although a ClassificationKNN class was added in the latest statistics release (1.6.1), it still lacks several methods (only `predict` is available at the moment). This GSoC project aims at implementing more methods, such as crossval, cvloss, lime, loss, margin, partialDependence, plotPartialDependence, etc., as well as adding more classdefs related to classification classes, such as ClassificationGAM, ClassificationDiscriminant, ClassificationSVM, ClassificationNeuralNetwork, ClassificationNaiveBayes, etc. The statistics package, although heavily developed during the past years, still lacks a lot of classdef functionality. The scope is to implement classification classdef objects and their relevant methods in a MATLAB-compatible way.  
Generalized Additive Models and k-Nearest Neighbor algorithms are two important tools in advanced statistics used for regression and classification problems, respectively. The statistics package, although heavily developed during the past year, still lacks any functionality regarding these two algorithms.
The scope is to implement both the respective class def objects as well as the relevant functions in a MATLAB compatible way.


* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
: ~350 hours (hard)
: ~350 hours (medium)
* '''Required skills'''
* '''Required skills'''
: Octave, classdef, good knowledge of statistical methods
: Octave, familiarity with statistical methods
* '''Potential mentors'''
* '''Potential mentors'''
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos]
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos]
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== Custom re-implementation of the texi2html (v.1.82) command line tool ==
== Custom re-implementation of the texi2html (v.1.82) command line tool ==


Implement a compiled .oct function to relax the dependency of the pkg-octave-doc package on texi2html (v.1.82) command line tool, which is no longer maintained or further developed but also not readily available to all linux distributions. The idea is to have a `texi2html` function within the pkg-octave-doc package that will replace the functionality of the texi2html (v.1.82) command line tool. This will also help improve the speed of pkg-octave-doc processing large packages, which contain specific tags (such as @math) which are currently handled within Octave code.
Implement a custom perl script to relax the dependency of the pkg-octave-doc package on texi2html (v.1.82) command line tool, which is no longer maintained or further developed but also not readily available to all linux distributions.
This will also help improve the speed of pkg-octave-doc processing large packages, which contain specific tags (such as @math) which are currently handled within Octave code.


* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
: ~350 hours (hard)
: ~350 hours (hard)
* '''Required skills'''
* '''Required skills'''
: Perl, C++, Octave, Texinfo, HTML
: Perl, Octave, Texinfo, HTML
* '''Potential mentors'''
* '''Potential mentors'''
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos]
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos]


== A function search index website for all Octave Packages ==


== Port Chebfun to Octave and improve classdef support ==
Develop additional functionality for the pkg-octave-doc package than will search all pkg compatible packages listed in Octave Packages, enumerate the available functions from each package, and built a website with search capability that will list all functions’ names and their respective package(s). The function list should have links corresponding to their documentation or/and source code. This could be integrated in the current Octave Packages website and the implemented tool can be part of the current CI (used for testing a package before merging a new release) and automatically update the website with every package release. Alternatively, it can be a stand alone service which will monitor Octave Packages repository for any merged PR and update the function search index website accordingly.


[https://www.chebfun.org| Chebfun] uses interpolation to approximate functions to very high accuracy, giving numerical computing that feels like symbolic computing.
The software is implemented as collection of "classdef" classes and is Free and Open Source Software.
However, Chebfun does not yet work with Octave, largely due to differences and issues with Octave's classdef implementation.
This project has two aims: (1) make changes to the Chebfun code to make it work on Octave and (2) improve Octave's classdef functionality.
Some initial steps toward to first goal can be found on [https://github.com/cbm755/chebfun/tree/octave_dev| this octave_dev branch].
The second goal will likely involve a collaborative effort because classdef is a priority on [https://hg.savannah.gnu.org/hgweb/octave/file/tip/etc/ROADMAP.md | Octave's Development Roadmap] and because other proposed projects also involve classdef.
* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty'''
: ~350 hours (hard)
: ~350 hours (medium)
* '''Required skills'''
* '''Required skills'''
: Octave, object-oriented programming, polynomial interpolation and approximation theory, C++.
: Octave, Bootstap 5 framework
* '''Potential mentors'''
* '''Potential mentors'''
: [https://octave.discourse.group/u/cbm Colin B. Macdonald]
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos]
 


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= Project sizes =
= Project sizes =


As of 2024, possible project sizes are 90 (small), 175 (medium), or 350 hours (large) <ref>https://developers.google.com/open-source/gsoc/faq#how_much_time_does_gsoc_participation_take</ref>.
Since GSoC 2022 there exist two project sizes<ref>https://groups.google.com/g/google-summer-of-code-announce/c/_ekorpcglB8</ref><ref>https://google.github.io/gsocguides/mentor/defining-a-project-ideas-list</ref>:
* '''~175 hours''' (~12 weeks, Jun 13 - Sept 12)
* '''~350 hours''' (~22 weeks, Jun 13 - Nov 21)


= Footnotes =
= Footnotes =
Please note that all contributions to Octave may be edited, altered, or removed by other contributors. If you do not want your writing to be edited mercilessly, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource (see Octave:Copyrights for details). Do not submit copyrighted work without permission!

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