Tutorial Example

Understand Maxout Activation Function in Deep Learning – Deep Learning Tutorial

Maxout activation functionin is proposed in paper <>. In this tutorial, we will introduce it with some examples.

Convert Images (PNG, JPG) to Video Using Python OpenCV – Python OpenCV Tutorial

We can use python moviepy to convert images to a video file. However, the converted effect is not good. Fortunately, we also can use python opencv to convert images to a video file. In this tutorial, we will introduce how to do.

Python MoviePy Convert Images (PNG, JPG) to Video – Python MoviePy Tutorial

The simplest way to convert images (PNG, JPG) to a video is use ImageSequenceClip() method. In this tutorial, we will use an example to show you how to implement it.

Python MoviePy Convert Different Size Images (PNG, JPG) to Video – Python MoviePy Tutorial

python moviepy convert png images to video

In python moviepy, we can use ImageSequenceClip() function to convert a serial of images to a video. Can python moviepy convert images with different width and height to a video?

Get Tensor Values By Indices in Tensorflow – TensorFlow Tutorial

Can we get values of a tensor by indices in tensorflow? It means can we operate tensorflow tensor like python list. In this tutorial, we will discuss this topic.

Understand Advanced LSTM: Compare with Conventional LSTM – LSTM Tutorial

Advanced LSTM is a variation of LSTM, which is proposed in paper <> In this tutorial, we will compare it with Conventional LSTM, which will help us to understand it.

Understand Multi-Head Attention in Deep Learning – Deep Learning Tutorial

Multi-Head Attention is very popular in nlp. However, there also exists some problems in it. In this tutorial, we will discuss how to implement it in tensorflow.

How Long Sequence Can be Processed Effectively by LSTM? – LSTM Tutorial

lstm inpute gate, forget gate and output gate

LSTM is a good method to process sequence in NLP, however, how long sequence can be handled effectively by it? In this tutorial, we will discuss this topic.

Ways to View .ipynb Files Online Without Installing Jupyter – Jupyter Notebook Tutorial

.ipynb file is created by jupter notebook. In this tutorial, we will introduce some methods to view this kind of file without installing jupter.

Fix Python AttributeError: module ‘pymysql’ has no attribute ‘escape_string’ – Python Tutorial

We often use pymysql package to connect and operate mysql database in python. However, you also may encounter this error: AttributeError: module ‘pymysql’ has no attribute ‘escape_string’. In this tutorial, we will introduce how to fix it.