This repo has implementation of various machine learning algorithms written while learning. Following are the Algorithms:
- Linear Regression - Naive implementation, Vectorised implementation, model to predict house prices
- Binary Logistic Regression - Sigmoid Activation
- Multiclass Logistic Regression - With Softmax as output layer
- Neural Network - Both Sigmoid and Relu activation fuction
APIs are similar to SkLearn standard API format.