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gradient-descent-edf1101
Readme
Gradient Descent for the Fundamentals of Machine Learning module of my Computer Science Degree
This can be installed via pip by running
pip install
It can then be used as a regular module
Examples found in the examples folder both as a python file and as jupyter notebooks
Modules Used
Version of python Used = 3.11.4
HTML file documentation generated by sphinx can be found here
In the base of the project you can run pylint gradient_descent
In general for each extra polynomial term you add it should be ~100x smaller. Smaller learning rates may get better results, but you will need to have more attempts to reach it since it learns slower
pytest is required for these tests.
This can be installed by pip install pytest
This falls under the MIT license found here
Ed Fillingham
This project can be found at https://github.com/edf1101/GradientDescent
FAQs
Gradient Descent module
We found that gradient-descent-edf1101 demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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