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