rev0cat/MindSpore-Tutorial

Table of Contents

1. Basics

• MindSpore Basics
• Linear Regression
• Logistic Regression
• Feedforward Neural Network

2. Intermediate

• Convolutional Neural Network
• Deep Residual Network
• Recurrent Neural Network
• Bidirectional Recurrent Neural Network
• Language Model (RNN-LM)

3. Advanced

• Generative Adversarial Networks
• Variational Auto-Encoder
• Neural Style Transfer
• Image Captioning (CNN-RNN)

4. Utilities

• MindInsight in MindSpore

Getting Started

$ git clone https://github.com/mindspore-courses/MindSpore-Tutorial.git
$ cd MindSpore-Tutorial/tutorials/PATH_TO_PROJECT
$ python main.py

Dependencies

• Python 3.6+
• MindSpore 2.0.0+