[FIXED] No module named 'mlflow.sklearn'; 'mlflow' is not a package

Issue

installed mlflow on my windows machine with

pip install mlflow

followed by other dependent library pandas,numpy,sklearn

Ran a tutorial on wine quality model from the give link
https://www.mlflow.org/docs/latest/tutorials-and-examples/tutorial.html

I am getting the below error.

import mlflow.sklearn
ModuleNotFoundError: No module named 'mlflow.sklearn'; 'mlflow' is not a package

I thought it may be some firewall issue, so I tried on my personal system, and it's still the same error.

What could be the mistake I am doing here? or some library related issues I am facing here?

Solution

Please make sure you are installing the package at the correct PATH.

For example, if you have different versions of Python installed on your computer, installing packages can get a little tricky and thus, it's recommended to use a virtual environment to keep packages or different installations properly organised on your computer.

Since you are using a conda environment, I would suggest to use conda install mlflow with an appropriate channel instead of pip install mlflow i.e. conda install -c conda-forge mlflow.

For more details, please check https://anaconda.org/conda-forge/mlflow.

Answered By - medium-dimensional