Learning TensorFlow by Tom Hope Yehezkel S. Resheff & Itay Lieder
Author:Tom Hope, Yehezkel S. Resheff & Itay Lieder
Language: eng
Format: epub
Publisher: O'Reilly Media, Inc.
Published: 2017-08-16T16:00:00+00:00
model = learn.<some_Estimator>()
Then we fit it using our training data:
model.fit()
We evaluate the model to see how well it does on some given dataset:
model.evaluate()
Finally, we use our fitted model to predict outcomes, usually for new data:
model.predict()
These four fundamental stages are also found in other extensions.
contrib offers many other functionalities and features; in particular, contrib.learn has a very neat way to treat our input data, which will be the focus of the next subsection, where we discuss linear models.
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Computer Vision & Pattern Recognition | Expert Systems |
Intelligence & Semantics | Machine Theory |
Natural Language Processing | Neural Networks |
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