This repository is made for implementation of gradient descent and its variations, and Logistic and Linear Regression models from scratch. Currently the following algorithms have been implemented:
- Batch Gradient Descent
- Stochastic Gradient Descent
- Mini-Batch Gradient Descent
More algorithms will be added further on. Requirements: Python 3+ and Numpy.