Deep learning is a type of machine learning that uses artificial neural networks to handle and evaluate huge amounts of data. Deep learning allows machines to identify patterns, make decisions, and get better over time without explicit programming, and it is inspired by the structure and operation...
自己接触的一些东西不够深入,整个体系的结构也不够清晰,所以回头从一些入门经典资料进行重新梳理。以下内容图片均来自Deep learning tutorial(李宏毅),其他内容均为本人自己的理解而做的一些记录,不代表原文观点,不保证准确性。 一、深度学习介绍 1.1 深度学习的介绍 先来看看机器学习是什么,可以看做寻找一个能够得到我...
Q&A如何从外部读取数据构建数据集? License This Notebook has been released under the Apache 2.0 open source license. Continue exploring Input1 file arrow_right_alt Output9 files arrow_right_alt Logs147.7 second run - successful arrow_right_alt Comments0 comments arrow_right_alt...
The aim of this Java deep learning tutorial was to give you a brief introduction to the field of deep learning algorithms, beginning with the most basic unit of composition (the perceptron) and progressing through various effective and popular architectures, like that of the restricted Boltzmann ma...
Deep Learning Tutorial 李宏毅(一)深度学习介绍 深度学习介绍 深度学习训练的技巧 深度学习介绍 深度学习介绍 深度学习属于机器学习的一种。介绍深度学习之前,我们先大致了解一下机器学习。 机器学习,拿监督学习为例,其本质上是要找到一个函数映射:输入数据(也就是训练样本)通过函数映射(也就是我们的机器学习算法)到...
Neural Networks and Deep Learning is the first course of the Deep Learning Specialization. The specialization will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. The second course in ...
CNN很多概述和要点在CS231n、Neural Networks and Deep Learning中有详细阐述,这里补充Deep Learning Tutorial中的内容。本节前提是前两节的内容,因为要用到全连接层、logistic regression层等。关于Theano:掌握共享变量,下采样,conv2d,dimshuffle的应用等。
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This is a Chinese tutorial which is translated from DeepLearning 0.1 documentation. And in this tutorial, all algorithms and models are coded by Python and Theano. Theano is a famous third-party library, and allows coder to use GPU or CPU to run his Python code....