According to its site, TensorFlow is an open source software library for numerical computation using data flow graphs. For a layman, TensorFlow can be considered as a system that takes ...

That tensor represents the weights ... being a “software library for numerical computation using data flow graphs”. But why we would want to create these graphs? The API that’s currently ...

These graphs make it possible ... asked to recognize a cat’s eye. The flow process (from input, through the layers of data, to output) is called a tensor … hence the name TensorFlow.

These graphs make it possible ... asked to recognize a cat’s eye. The flow process (from input, through the layers of data, to output) is called a tensor…hence the name TensorFlow.

Machine learning frameworks like Google’s TensorFlow ease the process of acquiring data, training models ... into TensorFlow apps. Each graph operation can be evaluated and modified separately ...

Over the years, TensorFlow has evolved from its beginnings as a machine learning and neural network library based on data flow graphs that had a high learning curve and a low-level API.

Think of a tensor as a multi ... The term "flow" refers to this movement of data through the various stages of model training or inference. Graphs: One of the reasons for TensorFlow’s popularity ...