Virtual Environment
A virtual environment is a self-contained directory that contains a specific version of Python interpreter along with the required libraries and dependencies for a particular project. It allows developers to work on multiple projects with different dependencies on the same machine without any conflicts. Virtual environments are created using tools like virtualenv, conda, and venv. They provide an isolated environment for the project, which means any changes made to the libraries or dependencies in one virtual environment will not affect the other virtual environments or the system's global environment. Virtual environments are essential for reproducibility, as they ensure that the project runs the same way on different machines and platforms. They also help in managing the project's dependencies and version control, making it easier to share and collaborate on the project.
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