https://github.com/fauzancodes/gradient-descent
Performing gradient descent for calculating slope and intercept of linear regression using sum square residual or mean square error loss function.
https://github.com/fauzancodes/gradient-descent
gradient-descent intercept linear-regression loss-functions mean-square-error mini-batch-gradient-descent slope stochastic-gradient-descent sum-square-residual
Last synced: about 1 year ago
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Performing gradient descent for calculating slope and intercept of linear regression using sum square residual or mean square error loss function.
- Host: GitHub
- URL: https://github.com/fauzancodes/gradient-descent
- Owner: fauzancodes
- Created: 2021-04-07T09:53:26.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2021-04-25T07:26:31.000Z (about 5 years ago)
- Last Synced: 2025-01-28T12:42:32.414Z (over 1 year ago)
- Topics: gradient-descent, intercept, linear-regression, loss-functions, mean-square-error, mini-batch-gradient-descent, slope, stochastic-gradient-descent, sum-square-residual
- Language: Python
- Homepage:
- Size: 32.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# gradient-descent
Calculating gradient descent, stochastic gradient descent, and mini batch stochastic gradient descent for calculating slope and intercept of linear regression using sum square residual or mean square error loss function.