December 2018
Intermediate to advanced
764 pages
18h 18m
English
book
Python: Advanced Guide to Artificial Intelligence
by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
Content preview from Python: Advanced Guide to Artificial Intelligence
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Summary of MLP with TensorFlow, Keras, and TFLearn
In the previous sections, we learned how to build a simple MLP architecture using TensorFLow and its high-level libraries. We got an accuracy of about 0.93-0.94 with pure TensorFlow, 0.96-0.98 with Keras, and 0.96-0.97 with TFLearn. Even though all the examples of our code use TensorFlow underneath, the difference in accuracy for the same architecture and parameters can be attributed to the fact that although we initialized some important hyper-parameters, the high-level libraries and TensorFlow abstract away many other hyper-parameters that we did not modify from their default values.
We observe that the code in TensorFlow is very detailed and lengthy as compared to Keras and TFLearn. The ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.