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        <build-number>803005</build-number>
        <build-date>13-09-2019</build-date>
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<item>
            <title>[PIPE2D-954] Incorporate black dot optimization algorithm in pfs_utils</title>
                <link>https://pfspipe.ipmu.jp/jira/browse/PIPE2D-954</link>
                <project id="10002" key="PIPE2D">DRP 2-D Pipeline</project>
                    <description>&lt;p&gt;During Thanksgiving break, I have developed small optimization code for fitting positions of black dots given the strobing data (for example, see #pfs-princeton on November 28). The goal is to implement the code into pfs_utils so it can be used on the fly in future runs. &lt;/p&gt;</description>
                <environment></environment>
        <key id="18376">PIPE2D-954</key>
            <summary>Incorporate black dot optimization algorithm in pfs_utils</summary>
                <type id="3" iconUrl="https://pfspipe.ipmu.jp/jira/secure/viewavatar?size=xsmall&amp;avatarId=10518&amp;avatarType=issuetype">Task</type>
                                            <priority id="10000" iconUrl="https://pfspipe.ipmu.jp/jira/images/icons/priorities/medium.svg">Normal</priority>
                        <status id="10002" iconUrl="https://pfspipe.ipmu.jp/jira/images/icons/statuses/generic.png" description="The issue is resolved, reviewed, and merged">Done</status>
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                                    <resolution id="10000">Done</resolution>
                                        <assignee username="ncaplar">ncaplar</assignee>
                                    <reporter username="ncaplar">ncaplar</reporter>
                        <labels>
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                <created>Tue, 30 Nov 2021 19:59:19 +0000</created>
                <updated>Fri, 27 May 2022 18:53:54 +0000</updated>
                            <resolved>Thu, 27 Jan 2022 14:41:59 +0000</resolved>
                                                                        <due></due>
                            <votes>0</votes>
                                    <watches>3</watches>
                                                                <comments>
                            <comment id="30349" author="chyan" created="Tue, 18 Jan 2022 06:23:11 +0000"  >&lt;p&gt;Awesome!  I just got the theta-crossing design and will try to generate phi-cross and theta-cross data for you to test. &lt;/p&gt;</comment>
                            <comment id="30350" author="ncaplar" created="Tue, 18 Jan 2022 16:45:02 +0000"  >&lt;p&gt;Pushed the version of the algorithm for a reveiw. The algorithm takes mcs data and original dot positions as an input and gives penalty scores for modified dots&apos; positions. The penalty is calculated as:  a number of points seen in the data, although they should be covered, given the dot position + number of points not seen in the data, although they should not be covered given the dot position. The `optimize_function` can be passed to a minimizer to find the best solution for new positions. &lt;a href=&quot;https://pfspipe.ipmu.jp/jira/secure/ViewProfile.jspa?name=chyan&quot; class=&quot;user-hover&quot; rel=&quot;chyan&quot;&gt;chyan&lt;/a&gt; I added you for a review, just in case if you notice some glaring inconsistencies, but I expect main input from Paul and Hassan.&lt;/p&gt;</comment>
                            <comment id="30351" author="hassan" created="Tue, 18 Jan 2022 17:26:51 +0000"  >&lt;p&gt;Reviewed pull request &lt;a href=&quot;https://github.com/Subaru-PFS/pfs_utils/pull/44&quot; class=&quot;external-link&quot; rel=&quot;nofollow&quot;&gt;https://github.com/Subaru-PFS/pfs_utils/pull/44&lt;/a&gt; . Mainly editorial comments added.&lt;/p&gt;</comment>
                            <comment id="30383" author="ncaplar" created="Thu, 27 Jan 2022 14:41:53 +0000"  >&lt;p&gt;Merged after comments by Hassan and Paul. The biggest improvement was the vectorization of the computation, so the algorithm now finishes in 5 seconds or so.&lt;/p&gt;</comment>
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            <issuekey id="22603">PIPE2D-970</issuekey>
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            <issuekey id="22664">PIPE2D-997</issuekey>
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            <issuelink>
            <issuekey id="22802">PIPE2D-1048</issuekey>
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