July 2018
Beginner to intermediate
406 pages
9h 55m
English
book
Building Machine Learning Systems with Python - Third Edition
by Luis Pedro Coelho, Willi Richert, Matthieu Brucher
Content preview from Building Machine Learning Systems with Python - Third Edition
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TensorFlow API
The best way to start is by having a look at the programming environment:
We are obviously interested in the Python stack, and we will mainly focus on layers and metrics. Datasets are interesting, but lots of them are from external contributions, and some are targeted for removal. The scikit learn API is considered as more future-proof, so we won't look at it.
Estimators are the higher-level APIs, but they are not as well developed as the one from scikit learn. As we develop new networks, being able to debug them and check what they have inside their gut is easier in the middle API than the top one, although the fact that all ...
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