GitHub - juliusxyg/python-ai: This is a homework playground to learn python numpy which is used in Neural Network programming

use python3

you can install Anaconda to run jupyter notebook

This is a homework playground to learn python numpy which is used in Neural Network programming

阅读顺序:

homework#0 基础概念
leran_logistic_regression 线性回归
single_hidden_layer_neural_network 单层神经网络
- single hidden_layer_with_another_dataset 单层网络（不同的数据源）
multilayer_neural_network 深层神经网络
practice_initialization 参数初始化
practice_regularization 正则化的使用
practice_gradient_check 梯度检查
algorithm_optimization 算法优化
tensorflow 深度学习框架tensorflow

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
assets		assets
datasets		datasets
test_image		test_image
.gitignore		.gitignore
README.md		README.md
Tensorflow.ipynb		Tensorflow.ipynb
algorithm_optimization.ipynb		algorithm_optimization.ipynb
homework#0.ipynb		homework#0.ipynb
learn_logistic_regression.ipynb		learn_logistic_regression.ipynb
multilayer_neural_network.ipynb		multilayer_neural_network.ipynb
practice_gradient_check.ipynb		practice_gradient_check.ipynb
practice_initialization.ipynb		practice_initialization.ipynb
practice_regularization.ipynb		practice_regularization.ipynb
single_hidden_layer_neual_network.i 67E7 pynb		single_hidden_layer_neual_network.ipynb
single_hidden_layer_with_another_dataset.ipynb		single_hidden_layer_with_another_dataset.ipynb

Provide feedback