<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0">
  <channel>
    <title>PyPI recent updates for sona-oversampling</title>
    <link>https://pypi.org/project/sona-oversampling/</link>
    <description>Recent updates to the Python Package Index for sona-oversampling</description>
    <language>en</language>    <item>
      <title>0.1.4</title>
      <link>https://pypi.org/project/sona-oversampling/0.1.4/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Wed, 24 Jun 2026 05:16:01 GMT</pubDate>
    </item>    <item>
      <title>0.1.3</title>
      <link>https://pypi.org/project/sona-oversampling/0.1.3/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Mon, 09 Mar 2026 10:18:47 GMT</pubDate>
    </item>    <item>
      <title>0.1.2</title>
      <link>https://pypi.org/project/sona-oversampling/0.1.2/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Mon, 23 Feb 2026 03:49:14 GMT</pubDate>
    </item>    <item>
      <title>0.1.1</title>
      <link>https://pypi.org/project/sona-oversampling/0.1.1/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Sun, 22 Feb 2026 13:44:14 GMT</pubDate>
    </item>    <item>
      <title>0.1.0</title>
      <link>https://pypi.org/project/sona-oversampling/0.1.0/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Sun, 15 Feb 2026 15:32:18 GMT</pubDate>
    </item>    <item>
      <title>0.0.3</title>
      <link>https://pypi.org/project/sona-oversampling/0.0.3/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Thu, 12 Feb 2026 08:43:25 GMT</pubDate>
    </item>    <item>
      <title>0.0.1</title>
      <link>https://pypi.org/project/sona-oversampling/0.0.1/</link>
      <description>Stochastic directional Oversampling using Negative Anomalous scores (SONA)</description>
<author>6534467323@student.chula.ac.th</author>      <pubDate>Thu, 12 Feb 2026 08:26:07 GMT</pubDate>
    </item>  </channel>
</rss>