https://github.com/floscha/papermill-mlflow-template

A simple template for using MLflow from Papermill
https://github.com/floscha/papermill-mlflow-template

jupyter-notebook mlflow mlflow-tracking-server papermill

Last synced: about 2 months ago
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A simple template for using MLflow from Papermill

• Host: GitHub
• URL: https://github.com/floscha/papermill-mlflow-template
• Owner: floscha
• License: mit
• Created: 2019-03-30T17:53:12.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T07:42:54.000Z (about 2 years ago)
• Last Synced: 2023-03-03T05:27:25.232Z (almost 2 years ago)
• Topics: jupyter-notebook, mlflow, mlflow-tracking-server, papermill
• Language: Jupyter Notebook
• Homepage:
• Size: 50.8 KB
• Stars: 6
• Watchers: 1
• Forks: 3
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Papermill MLflow Template

## Usage

1. Install the required dependencies: `pip install -r requirements.txt`

1. Start Jupyter Notebook: `jupyter notebook`

1. In another terminal window, start the MLflow UI: `mlflow ui`

1. Open the *master* notebook by navigating to http://localhost:8888/notebooks/master.ipynb

1. Run all cells in the *master* notebook

1. Check out the results under http://localhost:5000/#/experiments/1