2019

Predict Breast Cancer using TensorFlow 2019/12/02

Logistic Regression as a Neuron 2019/12/02

Softmax Regression 2019/11/26

Hyperparameters Tuning in AI 2019/11/26

Root Mean Square Propagation 2019/11/25

Learning Rate Decay and Local Optima 2019/11/25

Adaptive Momentum 2019/11/25

Vanishing Gradient 2019/11/22

Mini-batch Gradient Descent 2019/11/22

Gradient Descent with Momentum 2019/11/22

Gradient Checking 2019/11/22

Vectorization in Python 2019/10/18

Predict Movie Sentiment via DOC2VEC 2019/08/06

Auto Encoder 2019/07/29

Boltzmann Machine 2019/07/28

Self Organizing Maps 2019/07/23

CNN and Softmax 2019/07/23

Recurrent Neural Network in Theory 2019/07/19

The Activation Function 2019/06/20

Alpha Beta Pruning 2019/06/20

Introduction to Convolutional Neural Networks 2019/06/18

Backpropagation Intuition 2019/06/17

Stochastic Gradient Descent 2019/06/11

The Learning Process 2019/05/20

Distinguish Benign and Malign Tumor via ANN 2019/02/05

How Neural Network learn? An example of risk of churn. 2019/01/14