[Docs] Replace markdownlint with mdformat for avoiding installing ruby (#1936)

* Use mdformat pre-commit hook

* allows consecutive numbering

* improve .mdformat.toml

* test mdformat

* format markdown

* minor fix

* fix codespecll

* fix circleci

* add linkify-it-py dependency for cicleci

* add comments

* replace flake8 url

* add mdformat-myst dependency

* remove mdformat-myst dependency

* update contributing.md

setup.cfg

@@ -18,5 +18,9 @@ known_third_party = addict,cv2,matplotlib,numpy,onnx,onnxruntime,packaging,pytes
 no_lines_before = STDLIB,LOCALFOLDER
 default_section = THIRDPARTY
 
+# ignore-words-list needs to be lowercase format. For example, if we want to
+# ignore word "BA", then we need to append "ba" to ignore-words-list rather
+# than "BA"
 [codespell]
-ignore-words-list = inout,hist
+quiet-level = 3
+ignore-words-list = inout,hist,ba