An Introduction to Diagonal Matrice, Upper and Lower Triangular Matrice in Linear Algebra
In this tutorial, we will introduce diagonal matrice, upper and lower triangular matrice in Linear Algebra for beginners.
A Full Introduction to BasicRNNCell in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introdue the implementation of basic RNN in tensorflow. You can understand it more clearly.
The Way to Recover Deleted or Undo File From Eclipse
When you are using eclipse to coding, you may delete or undo a file wrongly. How to recover it? In this tutorial, we will introduce you how to recover.
Python Find Duplicate Files or Photos: An Example Guide – Python Tutorial
In this tutorial, we will introduce how to find duplicate files or images using python. You can build your own search engine by following our tutorial.
Python Calculate the MD5 Value for Big File – Python Tutorial
The md5 hash value can determine a unique file. In this tutorial, we will introduce how to calculate it for a big file.
Check an Image is Corrupted or Broken Using Python – Python Tutorial
When we are using python to download images from internet, we should check these images are downloaded completely or not. In this tutorial, we will introduce you how to do.
Implement Orthogonal Regularization in TensorFlow: A Step Guide – TensorFlow Tutorial
Orthogonal Regularization is a regularization technique used in deep learning model. In this tutorial, we will implement it using tensorflow.
Understand Batch Normalization: A Beginner Explain – Machine Learning Tutorial
Batch normalization is proposed in paper Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. In this tutorial, we will explain it for machine learning beginners.
Understand tf.cumsum(): Compute the Cumulative Sum of The Tensor – TensorFlow Tutorial
TensorFlow tf.cumsum() allows us to compute the cumulative sum of the tensor x along axis. In this tutorial, we will use some examples to show you how to use it.
How to Update the Mean and Variance of Population and Test Sample in Batch Normalization – Machine Learning Tutorial
In this tutorial, we will intorduce you two questions: How to compute the mean and variance of population sample by training batch sample? How to normalize the test batch sample by the mean and variance of population sample?