## Understand Entropy, Cross Entropy and KL Divergence in Deep Learning – A Simple Tutorial for Beginners

Entropy, Cross Entropy and KL Divergence are common used algorithms in deep learning. What is relation among them? In this tutorial, we will discuss the relation of them to help you to understand easily.

## Understand Kullback-Leibler Divergence – A Simple Tutorial for Beginners

In this tutorial, we introduceKullback-Leibler Divergence (KL Divergence) to beginners. Kullback-Leibler divergence can measure the difference between two probability distributions p(x) and q(x). Readers can understand how to compute it by following this tutorial.

## Solve tf.svd NaN bug with np.linalg.svd- TensorFlow Example

In this tutorial, we write an example to fix NaN bug when using tf.svd() function to compute singular value decomposition in tensorflow. We use np.linalg.svd() function to replace tensorflow original tf.svd() when computing. I tested this method in our train model. It works well.

## Convert Tensor to Numpy Array – TensorFlow Example

In this tutorial, we write an example to convert a tensor to numpy array with tensor.eval() function in tensorflow. You can follow our example code to learn how to do.

## Monitor WordPress Traffic with Visitors Traffic Real Time Statistics – WordPress Traffic statistics Plugin

Visitors Traffic Real Time Statistics is a wordpress traffic statistic plugin. In this tutorial, we introduce how to monitor our wordpress site traffic with it. You can track your site by following our steps.

## Sort a Tensor from Smallest to Largest in TensorFlow – TensorFlow Example

tf.nn.top_k can help us to sort elements in tensor from largest to smallest. In this tutorial, we update example code in previous tutorial and add code for sorting a tensor from smallest to largest. You can practise by following our example code.

## Sort a Tensor from Largest to Smallest in TensorFlow – TensorFlow Example

TensorFlow function tf.nn.top_k can help us to sort elements in tensor. In this page, we write an example on how to sort a tensor from largest to smallest. You can add more functionalities by editing our example.

## Compute Singular Value Decomposition (SVD) with TensorFlow – TensorFlow Example

In this tutorial, we write an example for computing SVD value with TensorFlow. You can exercise this example by update our example code. Meanwhile, you should know the dfference with computing SVD in Numpy.

## Calculate Singular Value Decomposition (SVD) using Numpy – Numpy Example

In this tutorial, we write a numpy example to caculate Singular Value Decomposition (SVD) of any matrix, you can learn and apply our example in your application by following our code.

## 2 Steps to Solve certbot-auto No module named pip.__main__; Error – Letsencrypt Tips

In this tutorial, we introduce 2 steps to solve error: No module named pip.__main__, when you are running ./certbot-auto command, you can do by following our tutorial.