Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

* add we subsection for Maa

* Fix some typos

* Fix some minor typos

* Fix some typos

* unify service instance

* fix images size

* add terminate service step in WE

* Fix some typos

* fix some typos

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

* Some fixes in the ML documentation.

* Update PMLUserGuide.adoc

* Update PMLUserGuide.adoc

* Update PMLUserGuide.adoc

* Update PMLUserGuide.adoc

Co-authored-by: Andrews Cordolino Sobral <andrewssobral@users.noreply.github.com>

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

Co-authored-by: Andrews Cordolino Sobral <andrewssobral@users.noreply.github.com>

* Updated the Import_Data_Task and Fetch_Images_From_Satellite_Platforms sections.

* Added some improvements proposed by Imen and Mohammed.

* Added some fixes proposed by Hiba.

* Updated Satellite Imagery Bucket documentation.

* Update PMLUserGuide.adoc

* add missing workflows

* Fix some typos

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

* Added the Nested_Cross_Validation workflow.

* Fixed some typos.

* Add documentation for the USE_GPU option in MaaS_ML

* Update PMLUserGuide.adoc

* Update PMLUserGuide.adoc

* Update PMLUserGuide.adoc

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

This reverts commit 1ee38af7.

* Upgrade to Gradle 6.8.3 and various minor fixes

- Upgrade Gradle wrapper from version 3.3 to version 6.8.3. Not possible to upgrade to version 7.0 due to incompatible plugin (see https://github.com/aim42/htmlSanityCheck/issues/282 should be fixed in htmlSanityCheck plugin version 1.1.4).
- Keep only Xalan as build script dependency.
- Include plugins using the `plugins` block instead of `apply` approach.
- Added `baseDirFollowsSourceFile()` to asciidoctor configuration to fix issue relate to `include` directive with the new plugin version.
- Update `asciidoctorj` to latest version.
- Bump plugins to latest versions.
- Removed unused repository.
- Fix links in `reference.adoc` to "Customize the service section" (was missing path to the HTML file).
- Fix link (invalid character) in `ProActiveAdminGuide.adoc`.
- Fix links (avoid HTTP -> HTTPS redirection) and update URL for PyTorch torchvision documentation in `PMLUserGuide.adoc`.
- Use `maven-publish` plugin instead of `maven` (can probably be removed).
- IMPORTANT: replaced in `PMLUserGuide.adoc` https://s3.eu-west-2.amazonaws.com/activeeon-public/datasets/pascal_coco.zip by https://s3.eu-west-2.amazonaws.com/activeeon-public/datasets/

 as `pascal_coco.zip` seems to be missing.

* Fix dataset link

Fix the link to download COCO dataset.

Co-authored-by: Antoine Mottier <antoine.mottier@bonitasoft.com>

* 'update_the_documentation'

* 'refactor'

* 'rename_Service_Automation_and_REST_references'

* 'change_descriptions_after_code_review'

Co-authored-by: Oana Schiopu <oana-schiopu@activeeon.com>

Co-authored-by: Andrews Cordolino Sobral <andrewssobral@users.noreply.github.com>

* PML documentation improvements

* More fixes

Co-authored-by: Andrews Cordolino Sobral <andrewssobral@users.noreply.github.com>

* 'enhance-the-documentation-of-in-memory-and-gpu-accelerated-workflows'

* 'update-maas_ml-and-maas_dl-workflows-names'

* update maas_dl doc

* update default undeploy endpoint

* Update PMLUserGuide.adoc

Co-authored-by: Imen BIZID <imen.bizid@activeeon.com>

* rename MLOS in PML

* 'apply-reviews'

Co-authored-by: mael-code <audrenmael@gmail.com>
Co-authored-by: Hiba-Alili <hiba.alili@activeeon.com>
Co-authored-by: Hiba-Alili <72381318+Hiba-Alili@users.noreply.github.com>

Co-authored-by: Andrews Sobral <andrewssobral@users.noreply.github.com>

* applying renaming portals change to the documentation

* update images after renaming

* fix dead links

* fix conflict

Co-authored-by: mael-code <audrenmael@gmail.com>

* Adding information about the new update feature in DDD

* Update MLOSUserGuide.adoc

* Update MLOSUserGuide.adoc

* Update MLOSUserGuide.adoc

* 'add_missing_PML_documentation_and_update_PML/PSA_renaming'

* 'update-reviews'

* 'add_link_to_try_platforms_in_PML_overview'

* Adding the documentation of the new DDD feature in MLaaS

* Updating the PR according to the reviews of Imen

* update the documentation of the Import_Data task

* include reviews for updating the Import_Data documentation

* Some improvements

* small fixes

* small fixes

* Added SEARCH_SPACE  field description.

* Small fixes.

 - fixed also some links in MLOS docs

Co-authored-by: hubi21 <alilihiba@gmail.com>

 - improve htmlChecks (exclude schedulerjob.html and Local Resource checks)
 - fixed several broken links and ids
 - implement reviews