gradient-descent

Repo for demonstrating gradient descent algorithms used in Machine Learning in Python 3.

Files included

non_vec_batch.py - Non-vectorised implementation of batch gradient descent

non_vec_batch.py - Non-vectorised implementation of batch gradient descent

batch_and_stochastic - Vectorised implementation of stochastic gradient descent and batch gradient descent

Set Up

Install dependencies using:

pipenv install --dev

Running

Before running scripts need to go into pipenv shell:

pipenv shell

License

Copyright (c) 2020 Hasan Zaidi

Published under the MIT License.