Merge pull request #255 from kozistr/feature/visualization

[Feature] Add visualizations

Author: kozistr

Makefile

@@ -5,15 +5,15 @@ init:
 	python -m poetry install --dev
 
 format:
-	isort --profile black -l 119 pytorch_optimizer tests hubconf.py
-	black -S -l 119 pytorch_optimizer tests hubconf.py
+	isort --profile black -l 119 pytorch_optimizer examples tests hubconf.py
+	black -S -l 119 pytorch_optimizer examples tests hubconf.py
 
 test:
 	python -m pytest -p no:pastebin -p no:nose -p no:doctest -sv -vv --cov=pytorch_optimizer --cov-report=xml ./tests
 
 check:
-	black -S -l 119 --check pytorch_optimizer tests hubconf.py
-	ruff check pytorch_optimizer tests hubconf.py
+	black -S -l 119 --check pytorch_optimizer examples tests hubconf.py
+	ruff check pytorch_optimizer examples tests hubconf.py
 
 requirements:
 	python -m poetry export -f requirements.txt --output requirements.txt --without-hashes

README.md

@@ -318,7 +318,11 @@ Correcting the norm of a gradient in each iteration based on the adaptive traini
 
 ## Frequently asked questions
 
-[here](./qa.md)
+[here](docs/qa.md)
+
+## Visualization
+
+[here](docs/visualization.md)
 
 ## Citation