TensorFlow is an open source library built by Google, which aims to assist developers in creating machine learning models of any kind. The recent improvements in the deep learning space created the need for an easy and fast way of building neural networks. TensorFlow addresses this problem in an excellent fashion, by providing a wide range of APIs and tools to help developers focus on their specific problem, rather than dealing with mathematical equations and scalability issues.
TensorFlow offers two main ways of programming a model:
- Graph-based execution
- Eager execution
