.. _SLEMlModel:


SLE ML Model
============

Metadata
______________________

+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Data product name                              | DpdSleMlModel                                                                                |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Data product custodian                         | SLE                                                                                          |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Name of the Schema file                        | .. raw:: html                                                                                |
|                                                |                                                                                              |
|                                                | `euc-sle-MlModel.xsd <https://gitlab.euclid-sgs.uk/ST-DM/ST_DataModel/-/blob/10.1.2/ST_DM_Sc |
|                                                | hema/auxdir/ST_DM_Schema/dpd/sle/euc-sle-MlModel.xsd>`_                                      |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Last Edited for DPDD Version                   | 1.0                                                                                          |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Processing Element(s) creating/using the data  | **Creators:**                                                                                |
| product                                        |                                                                                              |
|                                                | * SLSWG                                                                                      |
|                                                |                                                                                              |
|                                                | **Consumers:**                                                                               |
|                                                |                                                                                              |
|                                                | * The SLE pipelines                                                                          |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Processing function using the data product     | Indicate here the PF you are aware of using the product. Can be the custodian PF itself for  |
|                                                | internal product. Can also be                                                                |
|                                                | Science Working Group for final products. The list does not need to be exhaustive.           |
+------------------------------------------------+----------------------------------------------------------------------------------------------+
| Proposed for inclusion in EAS/SAS              | This product is proposed for inclusion in the SAS: no                                        |
|                                                |                                                                                              |
|                                                | This product is only meant to be used as a configuration file for the pipeline.              |
+------------------------------------------------+----------------------------------------------------------------------------------------------+

Data Product Elements
_____________________
+--------------+----------------------------------------------+
| Header       | object of type sys:genericHeader             |
+--------------+----------------------------------------------+
| Data         | object of type sle:mlModel                   |
+--------------+----------------------------------------------+
| QualityFlags | object of type dqc:sqfPlaceHolder            |
+--------------+----------------------------------------------+
| Parameters   | object of type ppr:genericKeyValueParameters |
+--------------+----------------------------------------------+

Detailed Description of the Data Product
________________________________________
.. DetailedDescStart

This products contains the trained ONNX file for the ML algorithms. It is generic and could be used in various
pipeline implementations. 

.. DetailedDescEnd