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Fix WordPress “#1067 – Invalid default value for ‘post_date'” – WordPress Tutorial

sql_mode value in mysql my.ini

When i use phpmyadmin to add a full text index for wp_posts table, i get this error: “#1067 – Invalid default value for ‘post_date'”. In this tutorial, we will introduce how to fix this problem.

Category: WordPress

Understand torch.nn.AdaptiveAvgPool2d() with Examples – PyTorch Tutorial

Understand torch.nn.AdaptiveAvgPool2d() with Examples - PyTorch Tutorial

When we are using torch.nn.Conv2d() function, we may also use torch.nn.AdaptiveAvgPool2d(). In this tutorial, we will use some examples to show you how to use it.

Category: PyTorch

Understand torch.nn.utils.clip_grad_norm_() with Examples: Clip Gradient – PyTorch Tutorial

Understand torch.nn.utils.clip_grad_norm_() with Examples

When we are reading papers, we may see: All models are trained using Adam with a learning rate of 0.001 and gradient clipping at 2.0. In this tutorial, we will introduce gradient clipping in pytorch.

Category: PyTorch

Find the Number of Files in a Directory Using ls Command in Linux – Linux Tutorial

Find the Number of Files in a Directory Using ls Command in Linux - Linux Tutorial

In linux, we can ls command to list all files and directories in a directory. However, how to find how many files in a directory? In this tutorial, we will tell you how to do.

Category: Linux

What Random Seed We Should Use – Find Best Random Seed in Deep Learning Model

What Random Seed We Should Use - Find Best Random Seed in Deep Learning Model

We have known that random seed value can affect the performance of a deep learning model. In this tutorial, we will discuss what random seed we should use when building an AI model.

Category: Machine Learning

Understand Effects of Random Seed in Deep Learning – Deep Learning Tutorial

Understand Effects of Random Seed in Deep Learning - Deep Learning Tutorial

When we are training a deep learning model, we may have to set a random seed to make the final result stable. In this tutorial, we will discuss the effects of random seed.

Category: Machine Learning

Keeping the Shape of Input and Output Same in PyTorch Conv1d – PyTorch Tutorial

Keeping the Shape of Input and Output Same in PyTorch Conv1d - PyTorch Tutorial

When we are using torch.nn.Conv1d(), we may want the input and output have the same shape. In this tutorial, we will introduce you how to do.

Category: PyTorch

Implement Focal Loss for Multi Label Classification in PyTorch – PyTorch Tutorial

Implement Focal Loss for Multi Label Classification in PyTorch - PyTorch Tutorial

Focal loss is one of method to process imbalance dataset in deep learning. In this tutorial, we will introduce how to implement focal loss for multi label classification in pytorch.

Category: PyTorch

Understand F.cross_entropy(): Compute The Cross Entropy Loss – PyTorch Tutorial

Understand F.cross_entropy() - Compute The Cross Entropy Loss - PyTorch Tutorial

In pytorch, we can use torch.nn.functional.cross_entropy() to compute the cross entropy loss between inputs and targets. In this tutorial, we will introduce how to use it.

Category: PyTorch

Understand torch.nn.functional.one_hot() with Examples – PyTorch Tutorial

Understand torch.nn.functional.one_hot() with Examples - PyTorch Tutorial

In pytorch, we can use torch.nn.functional.one_hot() to create one hot embeddings, which is very useful in classification problem. In this tutorial, we will introduce how to use it to create.

Category: PyTorch
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