Implement KL Divergence Loss in TensorFlow – TensorFlow Tutorial
In this tutorial, we will introduce how to compute kl divergence using cross entropy in tensorflow, you can use it as a loss to train your model.
3 Ways to Increase the Maximum File Upload Size in WordPress – WordPress Tutorial
WordPress only allows us to upload 2M file defaultly. In this tutorial, we will introduce you 3 ways to increase the maximum file upload size in WordPress.
WordPress Upload Python Script (.py) File – A Beginner Guide
WordPress does not allow us to upload python script file (.py) to web server defaultly. In this tutorial, we will introduce you how to upload .py files to wordpress successfully.
tf.contrib.keras.backend.dot() or tf.matmul()? Matrix Multiplication with Different Rank – TensorFlow Tutorial
When we are multiplying two matrices with different ranks, we may get this error: ValueError: Shape must be rank 2 but is rank 3. In this tutorial, we will introduce how to multiply two matrices with different ranks in tensorflow.
Implement Squashing Function in Capsule Network Using TensorFlow – TensorFlow Tutorial
In this tutorial, we will use tensorflow to implement squashing function in capsule network, you can use this example code to squash the value of a tensor.
Three Ways to Process Out-Of-Vocabulary (OOV) Words in NLP – Machine Learning Tutorial
Out-Of-Vocabulary (OOV) words is an important problem in NLP, we will introduce how to process words that are out of vocabulary in this tutorial.
Understand Position Encoding in Deep Learning: A Beginner Guide – Deep Learning Tutorial
Position is an important feature for deep learning model. For example, in aspect level sentiment analyis, we can use word position to improve the efficiency of classification. In this tutorial, we will introduce how to use position in deep learning model.
A Full List of Sentiment Lexicons for Sentiment Analysis to Download – Machine Learning Tutorial
Sentiment lexicons are important resources to improve the efficiency of sentiment analysis. In this tutorial, we will list some useful sentiment lexicons.
The Relationship of Euclidean Distance and Gaussian Distribution – Machine Learning Tutorial
Can we compute a probability by distance? In this tutorial, we will discuss the relationship of duclidean distance and gaussian distribution, which will help us to convert a distance to a probability.
Best Practice to Find Your Google Analytics Tracking Code
If you have add your site to google analytics, you shoud add a tracking code in your site. Where is this tracking code? How to find it? In this tutorial, we will tell you how to do.
