ethnology
发表于 2025-3-23 13:23:41
Detonation of Condensed ExplosivesIn this chapter we will cover some key concepts around feedforward neural networks.
TEM
发表于 2025-3-23 17:02:58
Detonation of Condensed ExplosivesIn this chapter we introduce the reader to Theano, which is a Python library for defining mathematical functions (operating over vectors and matrices), and computing the gradients of these functions. Theano is the foundational layer on which many deep learning packages like Keras are based.
Carminative
发表于 2025-3-23 20:42:09
Sara Martín,M. Isabel SantaulàriaConvolution Neural Networks (CNNs) in essence are neural networks that employ the convolution operation (instead of a fully connected layer) as one of its layers.
罐里有戒指
发表于 2025-3-24 01:39:37
Sara Martín,M. Isabel SantaulàriaRecurrent Neural Networks (RNNs) in essence are neural networks that employ recurrence, which is basically using information from a previous forward pass over the neural network.
Bureaucracy
发表于 2025-3-24 03:07:51
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Rotator-Cuff
发表于 2025-3-24 07:56:30
Sara Martín,M. Isabel SantaulàriaThis chapter gives a broad overview and a historical context around the subject of deep learning. It also gives the reader a roadmap for navigating the book, the prerequisites, and further reading to dive deeper into the subject matter.
发起
发表于 2025-3-24 12:20:09
Skywalker: Bad Fathers and Good SonsIn the chapter on Stochastic Gradient Descent, we treated the computation of gradients of the loss function as a black box.
Liability
发表于 2025-3-24 17:24:07
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drusen
发表于 2025-3-24 22:45:31
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狂怒
发表于 2025-3-25 01:43:16
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