tf overview

Tensorflow is a computer software, namely, software for implementing a computer programming language and computer software development tool for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; computer software libraries for use in general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modeling and testing. Well that explanation was long and pulled from the USPAT trademark website.

So what is TensorFlow in laymans terms? A software that can distinguish cats and dogs from pictures or estimate how many pigeons will land on a tree at any given time. According to Google TensorFlow is a second generation deep learning algorithm. However TensorFlow is currently not used for language translation (meow).

● 1st generation: DistBelief [Dean et al., NIPS 2012]
● 2nd generation: TensorFlow (published Nov 2015)

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Links

• Deep Learning - Large-Scale Deep Learning for Intelligent Computer Systems by Jeff Dean