Doc update (#2011)

* add url to ROCgdb-docs

update reqs and gitignore

* add validation tools section for RVS and TransferBench

* stub in links for validation/mgmt tools

* populate compilers page

* add cards for ai libs and computer vision pages

* add content to math lib pages

* reorg hip and math libs

* update index

* consolidate linear algebra libs

* fix release info order in toc

* fix links and content cards for libraries

* update mdl ignored files

* update understand rocm section

* fix formatting errors

* add link to openmp

* ignore md041

docs/reference/computer_vision.md

@@ -3,17 +3,17 @@
 ::::{grid} 1 1 2 2
 :gutter: 1
 
-:::{grid-item-card} MIVisionX
+:::{grid-item-card} [MIVisionX](https://rocmdocs.amd.com/projects/MIVisionX/en/latest/)
 MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions. 
 
-- [API Reference Manual](https://rocmdocs.amd.com/projects/MIVisionX/en/latest/)
+- [Documentation](https://rocmdocs.amd.com/projects/MIVisionX/en/latest/)
 
 :::
 
-:::{grid-item-card} rocAL
+:::{grid-item-card} [rocAL](https://rocmdocs.amd.com/projects/rocAL/en/latest/)
 The AMD ROCm Augmentation Library (rocAL) is designed to efficiently decode and process images and videos from a variety of storage formats and modify them through a processing graph programmable by the user. rocAL currently provides C API. 
 
-- [API Reference Manual](https://rocmdocs.amd.com/projects/rocAL/en/latest/)
+- [Documentation](https://rocmdocs.amd.com/projects/rocAL/en/latest/)
 
 :::