Tutorial Example

Implement Accuracy with Masking in TensorFlow – TensorFlow Tutorial

Accuracy is an important metrics to evaluate the ai model. In this tutorial, we will introduce how to calculate accuracy with maksing in TensorFlow.

Implement Sigmoid Cross-entropy Loss with Masking in TensorFlow – TensorFlow Tutorial

Computes sigmoid cross entropy given logits

Sigmoid cross-entropy loss is also often used in deep learning mode. In this tutorial, we will introduce how to compute sigmoid cross-entropy loss with masking in tensorflow.

Implement Softmax Cross-entropy Loss with Masking in TensorFlow – TensorFlow Tutorial

understand tensorflow tf.sequence_mask() with examples

We often need to process variable length sequence in deep learning. In that situation, we will need use mask in our model. In this tutorial, we will introduce how to calculate softmax cross-entropy loss with masking in TensorFlow.

Understand tf.nn.conv1d(): Compute a 1-D Convolution – TensorFlow Tutorial

TensorFlow tf.nn.conv1d() allow us to compute a 1-D convolution for a tensor. In this tutorial, we will use some examples to show you how to use this function correctly.

Understand Leaky ReLU Activation Function: A Beginner Guide – Deep Learning Tutorial

Leaky ReLU is an activation function in deep learning, it often is used in graph attention networks. In this tutorial, we will introduce it for deep learning beginners.

WordPress Display Popular Posts by Category ID Dynamically: A Step Guide – WordPress Tutorial

It is very easy to display popular posts in wordpress, we can use WordPress Popular Posts plugin. However, this plugin can not allow us to display popular posts by category ids dynamically.

Fix matplotlib.rcParams[‘lines.color’] Has no Affect on plot(): A Step Guide – Matplotlib Tutorial

matplotlib.rcParams[‘lines.color’] allows us to change the color of the line in matplotlib. However, it has no affect on plot() function. In this tutorial, we will introduce how to fix this problem.

A Full List of Matplotlib Line Style: A Beginner Guide – Matplotlib Tutorial

We can use matplotlib.rcParams[‘lines.linestyle’] to set the style of line in matplotlib. In this tutorial, we will list all the line styles to help matplotlib beginners to use.

Understand Matplotlib.rcParams: A Beginner Guide – Matplotlib Tutorial

matplotlib.rcParams is a matplotlib.RcParams object, it is a dictionary-like variable which store some rc settings in matplotlib. In this tutorial, we will introduce how to use it.

Matplotlib Show Images Processed by CNN Networks – Deep Learning Tutorial

We often use CNN networks to process images in deep learning. However, how to see the effect of images processd by CNN networks? In this tutorial, we will introduce the way to use python matplotlib to display.