Data / ML Engineers, STOP Using requirements.txt! Embrace pyproject.toml Today

old vs new

Data / ML Engineers, STOP Using requirements.txt! Embrace pyproject.toml Today For many years, requirements.txt files have been the go-to solution for managing Python dependencies. But times have changed — it’s 2026, and the Python ecosystem has evolved beyond simple dependency listing. If you’re still relying solely on requirements.txt for your data science, machine learning, or […]