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tf.unique_with_counts(): Count the Number of Each Element in Tensor – TensorFlow Tutorial

tf.unique_with_counts(): Count the Number of Each Element in Tensor - TensorFlow Tutorial

In tensorflow, if we want to count the number of each value in a tensor, we can use tf.unique_with_counts() to implement. In this tutorial, we will use some examples to show you how to do.

Category: TensorFlow

Python pathlib: Traverse Files in a Directory – Python Tutorial

Python pathlib: Traverse Files in a Directory - Python Tutorial

In this tutorial, we will use some examples to show you how to traverse files in a directory using python pathlib library.

Category: Python

Python Pandas Append Data to Excel: A Step Guide – Python Pandas Tutorial

append data to excel using python pandas

In this tutorial, we will use an example to show you how to append data to excel using python pandas library.

Category: Pandas

Fix Tensor’ object has no attribute ‘assign’ Error in TensorFlow – TensorFlow Tutorial

Fix Tensor' object has no attribute 'assign' Error in TensorFlow - TensorFlow Tutorial

In this tutorial, we will introduce how to fix Tensor’ object has no attribute ‘assign’ error. You can do by following our steps.

Category: TensorFlow

Fix Python Pandas ValueError: The truth value of a DataFrame is ambiguous Error

Fix Python Pandas ValueError - The truth value of a DataFrame is ambiguous

When we are checking a DataFrame object is valid or not, ValueError: The truth value of a DataFrame is ambiguous will be reported. In this tutorial, we will introduce how to fix this error.

Category: Pandas

Implement Focal Loss for Multi Label Classification in TensorFlow

a comparison between focal loss and cross entropy loss

Focal loss is a good method to improve the model performance for imbalance multi label classification. In this tutorial, we will implement it using tensorflow.

Category: Machine Learning

Fix .ISO File Can not Be Deleted, Because File is Open in System in Win 10

eject CD or DVD Media in windows 10

Sometimes, when you plan to delete a .ISO file in windows 10, you may get this error: can not  be deleted,  because file is open in System. In this tutorial, we will introduce how to fix this error and delete it successfully.

Category: Uncategorized

Rename File Name in PyCharm – An Introduction

rename a file in pycharm

In this tutorial, we will introduce how to rename a file in pycharm. You can do it by following our steps.

Category: Python

The Difference Between Python is and == Operation: A Beginner Introduction

The Difference Between Python is and == Operation: A Beginner Introduction

In python, we can use is or == operation to compare two objects. In this tutorial, we will introduce the difference between them.

Category: Python

Implement Normal Distribution Using tf.distributions.Normal() in TensorFlow

the value of standard norm distribution

Normal Distribution (Gaussian Distribution) is widely used in deep learning model. In this tutorial, we will introduce how to compute it in tensorflow.

Category: TensorFlow
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