1 | initial version |
Yes, there are ways to prevent conflicts when using both conda and pip packages within a single environment.
Use Conda whenever possible: Conda is a package manager that can handle both Python and non-Python packages. If a package is available in Conda, it is recommended to use Conda to install the package instead of using pip.
Create separate environments: Create separate environments for different projects or tasks. This allows you to isolate packages and avoid conflicts between projects.
Use a virtual environment: Using a virtual environment allows you to create a separate Python installation for each project. This ensures that there are no conflicts between packages used in different projects.
Avoid using both Conda and pip to install the same package: If possible, avoid installing the same package with both Conda and pip. This can lead to conflicts and can be difficult to manage.
Use Conda to manage pip packages: If a package is only available on pip, it is recommended to use Conda to create a virtual environment and then install the package using pip within the virtual environment. This ensures that the package is isolated within the environment and does not conflict with other packages.