Monday, November 26, 2018

TensorFlow


TensorFlow !!

one more cool yet powerful framework/library to develop ML programs.

The underlying basis for this is a directed graph. The data otherwise called edges flows through nodes which are otherwise called operations.

TensorFlow normally works in a lazy way i.e., it builds the graphs and execution happens later during the programming although, there is an 'eager' way to execute in runtime mode. And, the TensorFlow programming happens at "estimator" api level. Or there is another high level API called 'keras' which can be used to define models and execute at ease.

This is how it can be installed..

conda - package manager can be used for this. update conda and then use conda to upgrade all the packages if you are not sure which ones are dependent packages like numpy etc.,
And, then install python packages using pip3 to install/upgrade tensorflow and keras.


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