https://github.com/mayer79/python_notebooks

A collection of ML code snippets
https://github.com/mayer79/python_notebooks

Last synced: 15 days ago
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A collection of ML code snippets

• Host: GitHub
• URL: https://github.com/mayer79/python_notebooks
• Owner: mayer79
• Created: 2020-08-08T07:55:52.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-01-28T18:42:43.000Z (almost 4 years ago)
• Last Synced: 2024-10-04T12:56:56.617Z (3 months ago)
• Language: Jupyter Notebook
• Size: 6.04 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# python_notebooks

A collection of ML code snippets written in Python.

## Regression and SHAP

This notebook shows how to predict diamonds prices based on Gamma GLM, Gamma Boosted Trees and Gamma deep neural net. The three model approaches are then compared by SHAP.

## Visualizing ML

Visualizes fitting process of Gradient Boosting

## Multiply

Shows how a neural network works by modelling multiplication.