Upgrade Scikit-Learn with conda

Conda is a popular open source package management system and environment management system that simplifies package installation and updates for Python libraries like scikit-learn.

This example shows how to easily upgrade scikit-learn to the latest version using Conda. The upgrade process works on Windows, macOS, and Linux platforms where Anaconda or Miniconda is installed.

To upgrade scikit-learn using Conda, run the following command in your terminal or Anaconda Prompt:

conda update -c conda-forge scikit-learn

To confirm that scikit-learn was successfully upgraded, you can import it in a Python script or interactive shell and print out the version number:

import sklearn
print(sklearn.__version__)

Running the example gives an output like:

1.5.0

• The conda update command upgrades scikit-learn to the latest version available in the conda-forge channel. The -c flag specifies the channel to use for the update.

• The Python script imports the installed sklearn library and prints its version number using sklearn.__version__ to verify the update occurred successfully.