JSON stands for Javascript Object Notation in which the data is stored in an object format such as {x: 12, y: 24, z: 36}. JSON strings are commonly used to represent structured data, such as API responses, configuration settings, etc. By converting the JSON string to a dictionary, you can easily extract specific values or …
Python is a popular programming language that includes a number of libraries for handling HTTP requests. The requests library is the one of the most extensively used HTTP library for Python that provides a simple interface for client and server requests. It provides a powerful interface for making HTTP requests such as GET, POST, PUT, …
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 …
