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Zoom in and Zoom out Screenshot with SniPaste – Windows Snipping Tool

In this tutorial, we introduce a powerful snipping tool, SniPaste, to capture a screenshot. This best feature of this tool is that it can allow us to zoom in and zoom out our screenshot.

Category: WordPress

Way to Fix Cloudflare Error 522 – WordPress Tips

In this tutorial, we will introduce you how to fix Cloudflare error 522. You can fix this problem to protect your site by following our steps.

Category: WordPress

Understand End-To-End Memory Networks – Part 2 – A Simple Tutorial for NLP Beginners

memory network structure

In this tutorial, we introduce how to compute C and O and other paramters, you can understand End-To-End Memory Networks clearly by this tutorial.

Category: End-To-End Memory Networks

Understand End-To-End Memory Networks – Part 1 – A Simple Tutorial for NLP Beginners

memory network structure

In this tutorial, we introduce the structure, A, B, C matrix in End-To-End Memory Networks. You can learn and understand the functionality of each matrix in this network.

Category: End-To-End Memory Networks

Understand Why Use Cross Entropy as Loss Function in Classification Problem – Deep Learning Tutorial

In this tutorial, we explain why we use cross entropy as loss function in deep learning and why we use H(y, ypred) but H(ypred,y). You can follow our tutorial to learn.

Category: TensorFlow

Clip Tensor Values to a Specified Min and Max with tf.clip_by_value – TensorFlow Example

tf.clip_by_value() can clip a tenser values to min and max number in tensorflow. In this tutorial, we write an example to introduce how to use this function, you can follow our example to learn it.

Category: tf.clip_by_value

Kullback-Leibler Divergence to NaN or INF in TensorFlow – TensorFlow Example

In this tutorial, we write an example to introduce that we may get nan or inf value when computing kl divergence value in tensorflow. To fix this problem, you can follow our tutorial and learn how to process.

Category: TensorFlow

KL Divergence: Forward or Reverse – DKL(p||q) or DKL(q||p) – Which Selected?

KL Divergence has two equations: Forward and Reverse. Which shoud be selected in our application? In this tutorial, we discuss the difference between them, you can lean and understand how to select them by following our tutorial.

Category: TensorFlow

Compute Kullback-Leibler Divergence in TensorFlow – TensorFlow Example

In this tutorial, we write an example to compute kl divergence in tensorflow, you can learn how to use this code by our tutorial.

Category: tf.distributions.kl_divergence

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.

Category: TensorFlow
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