The Top 5 Deep Learning Libraries And Frameworks

Created by the Google Brain team, TensorFlow is an open-source library for numerical computation and large-scale machine learning. TensorFlow provides a collection of workflows to develop and train models using Python, JavaScript, or Swift, and to easily deploy in the cloud, on-premise, in the browser, or on-device irrespective of what language you use. The tf.data API enables you to build complex input pipelines from simple, reusable pieces. TensorFlow can train and run deep neural networks for handwritten digit classification, image recognition, word embeddings, recurrent neural networks, sequence-to-sequence models for machine translation, natural language processing, and PDE (partial differential equation) based simulations. TensorFlow allows developers to create dataflow graphs -- structures that describe how data moves through a graph, or a series of processing nodes.