https://github.com/shreyashankar/oreilly-monitoring

https://github.com/shreyashankar/oreilly-monitoring

Last synced: 2 months ago
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• Host: GitHub
• URL: https://github.com/shreyashankar/oreilly-monitoring
• Owner: shreyashankar
• Created: 2022-06-13T04:09:49.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-06-20T01:55:25.000Z (over 2 years ago)
• Last Synced: 2024-04-11T15:40:26.417Z (9 months ago)
• Language: Jupyter Notebook
• Size: 3.43 MB
• Stars: 7
• Watchers: 3
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML Monitoring Tutorial

Author: shreyashankar

## Requirements

You can do this entire tutorial locally. You will need the following:

* Internet connection to download the data

* Python 3.9+

* Unix-based shell (use WSL if on Windows)

We recommend you create a conda or virtual environment for this demo.

## Setup

* Navigate to the root and download the requirements by running `pip install -r requirements.txt` in your terminal

* Download the data by running `source download.sh` in your terminal

* Open jupyter by running `jupyter-lab` in your terminal or opening the notebook in an editor of your choice (e.g., VSCode)

* Follow the notebooks in order