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https://github.com/mahdi-eth/linear-regression-from-scratch
This project implements a Python-based linear regression model from scratch, complete with custom functions for mean squared error and gradient descent algorithm. It is tested on data, using features to predict target variables. The project offers a practical introduction to linear regression.
https://github.com/mahdi-eth/linear-regression-from-scratch
algorithm data-science data-visualization linear-regression machine-learning machine-learning-algorithms python
Last synced: about 5 hours ago
JSON representation
This project implements a Python-based linear regression model from scratch, complete with custom functions for mean squared error and gradient descent algorithm. It is tested on data, using features to predict target variables. The project offers a practical introduction to linear regression.
- Host: GitHub
- URL: https://github.com/mahdi-eth/linear-regression-from-scratch
- Owner: mahdi-eth
- License: mit
- Created: 2023-04-14T07:13:23.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-03-22T05:11:25.000Z (10 months ago)
- Last Synced: 2024-11-11T00:13:34.522Z (about 2 months ago)
- Topics: algorithm, data-science, data-visualization, linear-regression, machine-learning, machine-learning-algorithms, python
- Language: Jupyter Notebook
- Homepage:
- Size: 73.2 KB
- Stars: 10
- Watchers: 1
- Forks: 4
- Open Issues: 0