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Thousands of terabytes of data are generated every day. This data has been stored in different formats depending on the application. Using this data, we are building tens of thousands of machine learning and deep learning models every day to solve real-world problems. XML format is also a data formatting way in which the data […]

The Cross Entropy Loss in PyTorch is used to compute the probability (or loss) of the model performing correctly given a single sample. This loss value is then used to determine how well the model has trained using a classification problem. NN Cross Entropy Loss is a popular training loss for Machine Learning as it

PyTorch is a popular open-source and high-performance machine learning framework developed primarily by Facebook’s AI Research team (FAIR). It is the most widely used framework which allows developers and researchers to create and deploy deep learning models for a variety of tasks, such as image classification, image segmentation, text processing etc. Conv2D is a class

List comprehensions are a powerful feature in Python that allows you to construct lists or sequences of values in a concise and readable way. They become even more versatile when you incorporate if-else conditions into them. In this comprehensive guide, we will dive deep into the world of list comprehensions with if-else statements, exploring their

This tutorial is about how to remove substring from string in Python. It is impossible to change the strings in Python due to its immutability feature. However, an immutable string refers to a string that cannot be altered/deleted. Therefore, to bring changes to a mutable feature of a string, there is a need to create