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2026-07-13 13:38:23 +08:00

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Building, compiling, and running expressions with Theano
What is Theano?
First steps with Theano
Configuring Theano
Working with array structures
Wrapping things up – a linear regression example
Choosing activation functions for feedforward neural networks
Logistic function recap
Estimating probabilities in multi-class classification via the softmax function
Broadening the output spectrum by using a hyperbolic tangent
Training neural networks efficiently using Keras
Summary