AI-Perceptron-Simple

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Changes  view on Meta::CPAN

    * &display_confusion_matrix
* improved the documentation

Version 1.01    24 AUGUST 2021
* Fixed some technical issues
    * fixed test scripts not run in correct sequence
        * must be creation -> train -> validate/test
    * local::lib issue should be fixed by now

Version 1.00    23 AUGUST 2021
* The following features were implemented over the course of time (see also My::Perceptron v0.04 on github):
    * create perceptron
    * process data: &train method
        * read csv - for training stage
    * save and load the perceptron

    * output algorithm for train
        * read and calculate data line by line
    * validate method
        * read csv bulk
        * write predicted values into original file

LICENSE  view on Meta::CPAN

Package will still be considered the Standard Version, and as such
will be subject to the Original License.


Distribution of Modified Versions of the Package as Source 

(4)  You may Distribute your Modified Version as Source (either gratis
or for a Distributor Fee, and with or without a Compiled form of the
Modified Version) provided that you clearly document how it differs
from the Standard Version, including, but not limited to, documenting
any non-standard features, executables, or modules, and provided that
you do at least ONE of the following:

    (a)  make the Modified Version available to the Copyright Holder
    of the Standard Version, under the Original License, so that the
    Copyright Holder may include your modifications in the Standard
    Version.

    (b)  ensure that installation of your Modified Version does not
    prevent the user installing or running the Standard Version. In
    addition, the Modified Version must bear a name that is different

docs/AI-Perceptron-Simple-1.04.html  view on Meta::CPAN

<p>These are the to-do&#39;s that <b>MIGHT</b> be done in the future. Don&#39;t put too much hope in them please :)</p>

<ul>

<li><p>Clean up and refactor source codes</p>

</li>
<li><p>Add more useful data for confusion matrix</p>

</li>
<li><p>Implement shuffling data feature</p>

</li>
<li><p>Implement fast/smart training feature</p>

</li>
<li><p>Write a tutorial or something for this module</p>

</li>
<li><p>and something yet to be known...</p>

</li>
</ul>

docs/AI-Perceptron-Simple-1.04.html  view on Meta::CPAN

</li>
</ul>

<h1 id="AUTHOR">AUTHOR</h1>

<p>Raphael Jong Jun Jie, <code>&lt;ellednera at cpan.org&gt;</code></p>

<h1 id="BUGS">BUGS</h1>

<p>Please report any bugs or feature requests to <code>bug-ai-perceptron-simple at rt.cpan.org</code>, or through the web interface at <a href="https://rt.cpan.org/NoAuth/ReportBug.html?Queue=AI-Perceptron-Simple">https://rt.cpan.org/NoAuth/ReportBug...

<h1 id="SUPPORT">SUPPORT</h1>

<p>You can find documentation for this module with the perldoc command.</p>

<pre><code>    perldoc AI::Perceptron::Simple</code></pre>

<p>You can also look for information at:</p>

<ul>

docs/specifications.t  view on Meta::CPAN

#
# Version 1.05
#   -colorise the confusion matrix if option is enabled
#       - sum: green
#       - etc
#   -add public function:
#       -predict result from non-csv input (single row), might be useful when gui is involved
#
# Version 1.06
#   -add a simple tutorial
#   -smart tuning feature: automatically increase/decrease learning_rate in multiples in training stage
#
# Version ?.??
#   ? implement shuffling system into training stage, bulk data processing   
#   ? Data processing: splitting data, k-fold
#   -...
#
#
############ "flow" of the codes ############

# these three steps could be done in seperated scripts if necessary

lib/AI/Perceptron/Simple.pm  view on Meta::CPAN

=head1 TO DO

These are the to-do's that B<MIGHT> be done in the future. Don't put too much hope in them please :)

=over 4

=item * Clean up and refactor source codes

=item * Add more useful data for confusion matrix

=item * Implement shuffling data feature

=item * Implement fast/smart training feature

=item * Write a tutorial or something for this module

=item * and something yet to be known...

=back

=head1 KNOWN ISSUES

=head2 Portability of Nerve Data

lib/AI/Perceptron/Simple.pm  view on Meta::CPAN

=item * C<&revive_from_yaml> or C<&load_perceptron_yaml> for retrieving the data.

=back

=head1 AUTHOR

Raphael Jong Jun Jie, C<< <ellednera at cpan.org> >>

=head1 BUGS

Please report any bugs or feature requests to C<bug-ai-perceptron-simple at rt.cpan.org>, or through
the web interface at L<https://rt.cpan.org/NoAuth/ReportBug.html?Queue=AI-Perceptron-Simple>.  I will be notified, and then you'll
automatically be notified of progress on your bug as I make changes.

=head1 SUPPORT

You can find documentation for this module with the perldoc command.

    perldoc AI::Perceptron::Simple