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workflow.html
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<!DOCTYPE HTML>
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<title>AmpelAstro Workflow</title>
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<h1 style="; color: rgb(48, 41, 41);">AmpelAstro Workflow
<a href="mailto:[email protected]?subject=from AMPEL project website" target="_blank" class="icon solid fa-envelope"
style="font-size: 0.8em;float: right;"> <span class="label"></span></a>
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<span><img src="images/workflow2.png" width="700" height="900" alt="" align="right" /></span>
<p style="color: black; font-family: 'Lucida Sans', 'Lucida Sans Regular', 'Lucida Grande', 'Lucida Sans Unicode', Geneva, Verdana, sans-serif "
align="justify">
Optimal usage of the next generation surveys requires a workflow directly built and verified for
specific science goals. This is also critical for later evaluating e.g. completeness. The default
AMPEL classifiers are designed to be general purpose use. Users wishing to have full freedom in
using available data sets are instead encouraged to build their own AMPEL workflows. These are built
in a local development, based on a combination of existing modules and additional analysis units
built for specific science purposes. A completed workflow can be uploaded to the AMPEL live instance
and used to process alerts in real-time, or used to parse (“replay”) large volumes of alerts if
executed at scale at a computer center.
</p>
<p style="color: black; font-family: 'Lucida Sans', 'Lucida Sans Regular', 'Lucida Grande', 'Lucida Sans Unicode', Geneva, Verdana, sans-serif "
align="justify">
A specific workflow will not only increase the performance and allow domain-specific algorithms and
thresholds to be used, but also enables an analysis to be recreated, distributed and applied on
other datasets or simulations.
</p>
<p style="color: black; font-family: 'Lucida Sans', 'Lucida Sans Regular', 'Lucida Grande', 'Lucida Sans Unicode', Geneva, Verdana, sans-serif "
align="justify">
The first step in creating workflows is to setup a working local AMPEL enivironment, following
instructions found <a href="https://github.com/AmpelAstro/Ampel-HU-astro/tree/main">here</a>.
The example notebooks and workflows in this repository also provides starting points. You can get
further feedback from the AMPEL team.
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