venv
Python 3.3+comes built-in, lightweight and does not require installation. Create python - m venv myenv. Simple projects are preferred.
conda
Can manage Python versions and binary dependencies. The first choice for data science, suitable for installing numpy, pandas, etc.
poetry
Combining virtual environment, dependency management, and packaged release. The preferred choice for modern Python projects.
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