Simple Clean up, .gitignore improved, PR template added

.github/pull_request_template.md

@@ -0,0 +1,28 @@
+## Summary
+
+> What is the reason for this Pull-Request? Are you bumping the version?
+
+
+
+## Impact
+
+> What is the scope of your changes and who/where do you think they will affect?
+
+
+
+## Testing
+
+> What testing have you done and verified? If you can't test, please say why that is.
+
+-
+
+## Ticket(s) or Conversations
+
+> What Git or Slack items (Issues, threads etc) are specifically related to this work? Please link them here.
+
+
+## References
+
+> Do you have any relevant URLs or Wiki pages that could help give background information for the changes in this Pull-Request? These are usually StackOverflow posts, Notion wiki pages, Wikipedia articles, or links to APIs and Documentation of third-party packages.
+
+-

.gitignore

@@ -1,4 +1,3 @@
-.idea/
 .DS_Store
 __pycache__/
 .vscode/
@@ -21,3 +20,135 @@ image_files*
 
 # datasets
 cifar*
+
+# Byte-compiled / optimized / DLL files
+*.py[cod]
+*$py.class
+.direnv
+.idea
+.idea/**
+.vscode
+.vscode/**
+
+# C extensions
+*.so
+**.txt
+
+# Distribution / packaging
+.Python
+develop-eggs/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage*
+.cache
+nosetests.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# IPython
+profile_default/
+ipython_config.py
+
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# Data files
+**/*.json
+*.csv
+**.zip
+**-ubyte
+**.gz
+
+outputs/*
+**.pth
+**.pt
+_data/**
+_model/**
+wandb/**
+
+ENV/**