Hello,
Your steps seem quite thorough. Here are a few additional tips that might help:
Use requirements.txt or environment.yml: These files can help manage dependencies more effectively. You can create them using:
pip freeze > requirements.txt
or for conda environments:
conda env export > environment.yml
Check for Conflicts: Tools like pipdeptree can help visualize dependency conflicts:
pip install pipdeptree
pipdeptree
Use Docker: For an even more isolated environment, consider using Docker. It allows you to package your application with all its dependencies, ensuring consistency across different setups. SecureSpend card
Virtual Environment Naming: To avoid confusion, name your virtual environments clearly, especially if you have multiple projects.
Best Regards
esther598