Classification, Catboost, Fastapi, Docker, Streamlit.
virtual environments such as virtualenv, pip freeze, pipreqs or piqar can be used as a good option. However, it should be noted that pip freeze will save all the packages in the virtual environment, not the environment variables used in your work. You can review here for the use of pip freeze. For