ml-code-py

Practice python scripts while learning Machine Learning using mxnet-gluon from mxnet-the-straight-dope. This repository contains only the code and has extra comments added along-side the code for better understanding.

INDEX

• Basics
• Plotting simple probability
• Linear Regression from scratch
• Linear regression using gluon
• Multiple classification (Softmax Regression) from scratch
• Multiple classification (Softmax Regression) using gluon
• MultiLayer Perceptron from scratch
• MultiLayer Perceptron using gluon
• MultiLayer Perceptron with dropout
• Test your own number (uses mlp)
• UCI Letter Recognition using mlp
• Convolutional Neural Networks (CNN) from scratch
• Convolutional Neural Networks (CNN) using gluon