Basic

• 深入浅出理解决策树算法（一）-核心思想, backup
• 深入浅出理解决策树算法（二）-ID3算法与C4.5算法, backup
• PCA & ICA, backup
• energy function
• Precision & Recall, backup
• 幾種常見的MAX POOLING操作
• 各种RNN介绍
• All of Recurrent Neural Networks
• 隐马尔可夫模型 - Hidden Markov Model
• 3D Visualization of a Convolutional Neural Network
• 2D Visualization of a Convolutional Neural Network
• Structure Learning
• Optimizers
• Must Know Tips/Tricks in Deep Neural Networks
• Linear Discriminant Analysis (LDA)
• Backward Propagation Mathematical Steps
• 损失函数 Loss Functions