Troubleshooting and Testing

• Test Suite ~ Classifiers comparision
• Pytest

Writing clearn code

• The Python Formatter - Black
• Flake8
• Shellcheck

Testing Automation

• Github Actions
• Pre commit CI
• Circle CI
• Jenkins
• precommit

Testing ML systems

• Expectation testing on data with Great Expectations
• Tutorial

Testing NLP

• Checklist

A model for Trobleshooting

• Make it run
• Make it fast
• Make it right