February 2020
Intermediate to advanced
328 pages
8h 19m
English
Content preview from Deep Learning with R Cookbook
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Implementing neural networks with Keras
TensorFlow is an open source software library developed by Google for numerical computation using data flow graphs. The R interface for TensorFlow is developed by RStudio, which provides an interface for three TensorFlow APIs:
- Keras
- Estimator
- Core
The keras, tfestimators, and tensorflow packages provide R interfaces to the aforementioned APIs, respectively. Keras and Estimator are high-level APIs, while Core is a low-level API that offers full access to the core of TensorFlow. In this recipe, we will demonstrate how we can build and train deep learning models using Keras.
Keras is a high-level neural network API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. The R ...
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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.