Flashield's Blog

Just For My Daily Diary

Flashield's Blog

Just For My Daily Diary

Day: April 28, 2024

03.course-stochastic-gradient-descent【随机梯度下降】

Introduction 介绍 In the first two lessons, we learned how to build fully-connected networks out of stacks of dense layers. When first created, all of the network’s weights are set randomly — the network doesn’t "know" anything yet. In this lesson we’re going to see how to train a neural network; we’re going to see […]

02.exercise-deep-neural-networks【练习:深度神经网络】

This notebook is an exercise in the Intro to Deep Learning course. You can reference the tutorial at this link. Introduction 介绍 In the tutorial, we saw how to build deep neural networks by stacking layers inside a Sequential model. By adding an activation function after the hidden layers, we gave the network the ability […]

02.course-deep-neural-networks【深度神经网络】

Introduction 介绍 In this lesson we’re going to see how we can build neural networks capable of learning the complex kinds of relationships deep neural nets are famous for. 在本课中,我们将了解如何构建著名的能够学习复杂关系的深度神经网络。 The key idea here is modularity, building up a complex network from simpler functional units. We’ve seen how a linear unit computes a linear function […]

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