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/gpu_libraries/rand.md

@@ -3,21 +3,21 @@
 :::::{grid} 1 1 2 2
 :gutter: 1
 
-:::{grid-item-card} rocRAND
+:::{grid-item-card} [rocRAND](https://rocmdocs.amd.com/projects/rocRAND/en/rtd/)
 rocRAND is an AMD GPU optimized library for pseudo-random number generators (PRNG).
 
-- [API Reference Manual](https://rocmdocs.amd.com/projects/rocRAND/en/rtd/)
+- [Documentation](https://rocmdocs.amd.com/projects/rocRAND/en/rtd/)
 - [Changelog](https://github.com/ROCmSoftwarePlatform/rocRAND/blob/develop/CHANGELOG.md)
 - [Examples](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocRAND)
 
 :::
 
-:::{grid-item-card} hipRAND
+:::{grid-item-card} [hipRAND](https://rocmdocs.amd.com/projects/hipRAND/en/rtd/)
 hipRAND is a compatiblity layer for GPU accelerated FFT optimized for AMD GPUs
 using rocFFT. hipFFT allows for a common interface for other non AMD GPU
 FFT libraries.
 
-- [API Reference Manual](https://rocmdocs.amd.com/projects/hipRAND/en/rtd/)
+- [Documentation](https://rocmdocs.amd.com/projects/hipRAND/en/rtd/)
 - [Changelog](https://github.com/ROCmSoftwarePlatform/hipRAND/blob/develop/CHANGELOG.md)
 
 :::