What is the purpose of Deep Learning frameworks such as Keras, TensorFlow, and PyTorch?

  • Keras is an open source neural network library written in Python. It is designed to enable fast experimentation with deep neural networks.
  • TensorFlow is an open-source software library for dataflow programming. It is used for machine learning applications like neural networks.
  • PyTorch is an open source machine learning library for Python, based on Torch. It is used for applications such as natural language processing.