https://github.com/ctuning/ck-mlflow

Collective Knowledge components and workflows for MLFlow:
https://github.com/ctuning/ck-mlflow

Last synced: 2 months ago
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Collective Knowledge components and workflows for MLFlow:

• Host: GitHub
• URL: https://github.com/ctuning/ck-mlflow
• Owner: ctuning
• License: bsd-3-clause
• Created: 2019-04-24T14:06:10.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2021-07-10T12:28:21.000Z (over 4 years ago)
• Last Synced: 2024-11-15T07:34:17.321Z (over 1 year ago)
• Language: Python
• Homepage: https://mlflow.org
• Size: 9.77 KB
• Stars: 4
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt
  • Authors: AUTHORS

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README

          
# Collective Knowledge repository for MLFlow

**All CK components can be found at [cKnowledge.io](https://cKnowledge.io) and in [one GitHub repository](https://github.com/ctuning/ck-mlops)!**

[![compatibility](https://github.com/ctuning/ck-guide-images/blob/master/ck-compatible.svg)](https://github.com/ctuning/ck)

[![automation](https://github.com/ctuning/ck-guide-images/blob/master/ck-artifact-automated-and-reusable.svg)](http://cTuning.org/ae)

[![workflow](https://github.com/ctuning/ck-guide-images/blob/master/ck-workflow.svg)](http://cKnowledge.org)

[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](https://opensource.org/licenses/BSD-3-Clause)

## Introduction

This repository provides high-level, portable and customizable workflows

for [MLFlow](http://mlflow.org).

It is a part of our long-term community initiative

to unify, abstract and automate AI, ML and systems R&D

across diverse platforms, frameworks, models and data sets

using [Collective Knowledge Framework (CK)](http://cKnowledge.org),

## Minimal CK installation

Please, follow [this guide](https://github.com/ctuning/ck#installation) to install CK.

## Install MLFlow via CK

```

$ ck pull repo:ck-mlflow

$ ck install package:mlflow-github

```

## Use MLFlow via CK

```

$ ck virtual env --tags=mlflow

$ mlflow

```

## Feedback

* [CK community](https://github.com/ctuning/ck/wiki/Contacts).