Benardi / touvlo

:robot: ML algorithms implemented from scratch and provided block by block

https://touvlo.readthedocs.io/en/latest/

MIT License

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Add kwargs to gradient descent. Add unit test #34

Closed Benardi closed 5 years ago

Benardi commented 5 years ago

Generalize gradient descent to allow any gradient function

Description

Add gradient descent implementation using kwargs to allow a gradient function of any signature. Add unit test for new feature

Fixes #10

Type of change

[x] New feature (non-breaking change which adds functionality)
[x] This change requires a documentation update

How Has This Been Tested?

[x] Test case for gradient descent using gradient function with no additional parameters at Utils Test Suite
[x] Test case for gradient descent using gradient function with 4 additional parameters at Utils Test Suite

Checklist:

[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented my code, particularly in hard-to-understand areas
[x] I have made corresponding changes to the documentation
[x] My changes generate no new warnings
[x] I have added tests that prove my fix is effective or that my feature works
[x] New and existing unit tests pass locally with my changes
[x] Any dependent changes have been merged and published in downstream modules