Editing Summer of Code - Getting Started
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{{Note|GNU Octave is a [https://summerofcode.withgoogle.com/programs/ | {{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] | 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].}} | ||
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== Adding more Classification classes and implementing missing methods in statistics package == | == Adding more Classification classes and implementing missing methods 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 | 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 class def objects and their relevant methods in a MATLAB compatible way. | ||
* '''Project size''' [[#Project sizes | [?]]] and '''Difficulty''' | * '''Project size''' [[#Project sizes | [?]]] and '''Difficulty''' | ||
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* '''Potential mentors''' | * '''Potential mentors''' | ||
: [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos] | : [https://octave.discourse.group/u/pr0m1th3as Andreas Bertsatos] | ||
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= Project sizes = | = Project sizes = | ||
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 = |