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

Question

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?

Are you using any virtual environment? I would suggest to use `python3 -m pip install mlflow` to make sure pip installs mlflow at (presumably) correct path. — medium-dimensional, Oct 07 '22 at 10:12
Did you installed sklearn or scikit-learn? and is package installed at correct path of respective interpreter? — GodWin1100, Oct 07 '22 at 10:14
@medium-dimensional : Yes i have create a separate miniconda environment — Shiv948, Oct 07 '22 at 10:18
for `conda install mlflow` PackagesNotFoundError: The following packages are not available from current channels: — Shiv948, Oct 07 '22 at 10:28
Yes, this worked now, you can please add the answer of miniconda installation — Shiv948, Oct 07 '22 at 10:48

score 0 · Accepted Answer · answered Oct 07 '22 at 11:29

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.

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

1 Answers1