Skip to content
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Go to file
Cannot retrieve contributors at this time

Extra MLflow Dependencies

When you install the MLflow Python package, a set of core dependencies needed to use most MLflow functionality (tracking, projects, models APIs) is also installed.

However, in order to use certain framework-specific MLflow APIs or configuration options, you need to install additional, "extra" dependencies. For example, the model persistence APIs under the mlflow.sklearn module require scikit-learn to be installed. Some of the most common MLflow extra dependencies can be installed via pip install mlflow[extras].

The full set of extra dependencies are documented, along with the modules that depend on them, in the following files:

  • extra-ml-requirements.txt: ML libraries needed to use model persistence and inference APIs
  • test-requirements.txt: Libraries required to use non-default artifact-logging and tracking server configurations