https://github.com/farhad-here/linear_regression1

LinearRegression Tutorial
https://github.com/farhad-here/linear_regression1

Last synced: 2 months ago
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LinearRegression Tutorial

• Host: GitHub
• URL: https://github.com/farhad-here/linear_regression1
• Owner: farhad-here
• License: mpl-2.0
• Created: 2024-10-23T16:56:17.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-10-23T17:05:22.000Z (7 months ago)
• Last Synced: 2025-01-22T18:32:55.124Z (4 months ago)
• Language: Jupyter Notebook
• Size: 32.2 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 🎳 linear Regression Tutorial

# 🍴formula

$$ predict $$

$$ f(w,b) = f(x) = yhat = wx + b $$

$$costfunction$$

$$ J(w,b) = \frac{1}{2m} \sum_{i=1}^{m} \left( f(w,b)(x^{(i)}) - y^{(i)} \right)^2 $$

$$ J(w,b) = \frac{1}{2m} \sum_{i=1}^{m} \left( yhat(x^{(i)}) - y^{(i)} \right)^2 $$

# 🧑‍💻technology

- numpy

- matplotlib

- scipy