neptune-mlflow 1.0.0

neptune.ai MLflow integration library

neptune-mlflow

Note

This integration is still being updated for the main Neptune client library. It is currently only available for the Neptune legacy API.

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Overview

neptune-mflow integrates MLflow with Neptune to let you get the best of both worlds. Enjoy tracking and reproducibility of MLflow with the organization and collaboration of Neptune.

With neptune-mlflow you can have your MLflow experiment runs hosted in a beautiful knowledge repo that lets you invite and manage project contributors.

All you need to do is go to your MLflow project and run:

neptune mlflow --project USER_NAME/PROJECT_NAME

and you have your experiments organized and easily shareable with the world.

Documentation

See neptune-mlflow docs for more info.

Get started

Register

Go to neptune.ai and sign up.

It is completely free for individuals and non-organizations, and you can invite others to join your team!

Get your API token

In the bottom-left corner, click your user menu and select Get your API token.

Set NEPTUNE_API_TOKEN environment variable

Go to your console and run:

export NEPTUNE_API_TOKEN='your_long_api_token'

Create your first project

Click All projects → New project. Choose a name for it and whether you want it public or private.

Install lib

pip install neptune-mlflow

Sync your mlruns with Neptune

neptune mlflow --project USER_NAME/PROJECT_NAME

Explore and Share

You can now explore and organize your experiments in Neptune, and share it with anyone:

• by sending a link to your project, experiment or chart if it is public
• or invite people to your project if you want to keep it private!

Getting help

If you get stuck, don't worry. We are here to help.

The best order of communication is:

• GitHub issues
• Email

Contributing

If you see something that you don't like, you are more than welcome to contribute!

There are many options:

• Submit a feature request or a bug here, on Github
• Submit a pull request that deals with an open feature request or bug
• Spread the word about Neptune in your community