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This article examines some of the most popular and widely used Deep Learning frameworks, such as TensorFlow, Keras, and Sonnet. TensorFlow is an open-source platform from Google that includes several tools and community resources to make it easy to train and use ML/DL models. Keras is another open-source deep learning framework that is fast and easy to use because it was designed in Python. Sonnet is a high-level toolkit created by DeepMind for creating complex neural network architectures. All of these frameworks are excellent for deep learning.