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GTD180010:【翻译】The future of deep learning
The future of deep learning Tue 18 July 2017By Francois Chollet In Essays. This post is adapted from Section 3 of Chapter 9 of my book, Deep Learning ...
分类:其他好文   时间:2017-07-19 14:17:17    阅读次数:228
DLRS(近三年深度学习应用于推荐系统论文汇总)
转自:http://www.cnblogs.com/suanec/p/6640815.html 感谢分享! Recommender Systems with Deep Learning Improving Scalability of Personalized Recommendation Syst ...
分类:其他好文   时间:2017-07-18 13:40:43    阅读次数:380
Deep Learning for Robotics 资源汇总
1 前言 在最新Nature的Machine Intelligence 中Lecun。Hinton和Bengio三位大牛的Review文章Deep Learning中。最后谈The Future Of Deep Learning中。有这么一段话: “We expect much of the fut ...
分类:其他好文   时间:2017-07-16 15:46:36    阅读次数:193
机器学习和深度学习资料合集
机器学习和深度学习资料合集 《Brief History of Machine Learning》 介绍:这是一篇介绍机器学习历史的文章,介绍很全面,从感知机、神经网络、决策树、SVM、Adaboost到随机森林、Deep Learning. 《Deep Learning in Neural Net ...
分类:其他好文   时间:2017-07-15 13:55:50    阅读次数:334
深度学习 Deep Learning UFLDL 最新Tutorial 学习笔记 4:Debugging: Gradient Checking
1 Gradient Checking 说明前面我们已经实现了Linear Regression和Logistic Regression。关键在于代价函数Cost Function和其梯度Gradient的计算。在Gradient的计算中,我们一般採用推导出来的计算公式来进行计算。可是我们看到,推导 ...
分类:其他好文   时间:2017-07-13 10:34:47    阅读次数:188
caffe2--Install
Install Welcome to Caffe2! Get started with deep learning today by following the step by step guide on how to download and install Caffe2. Select your ...
分类:其他好文   时间:2017-07-12 21:23:54    阅读次数:214
Transfer learning & The art of using Pre-trained Models in Deep Learning
原文网址: https://www.analyticsvidhya.com/blog/2017/06/transfer-learning-the-art-of-fine-tuning-a-pre-trained-model/ Introduction Neural networks are a di ...
分类:其他好文   时间:2017-07-03 22:23:48    阅读次数:896
正则化
在深度学习中,许多策略可以减少测试误差,可能以增加训练误差为代价,这些策略统一称为正则化。 在《deep learning》中,正则化被定义为 ‘any modification we make to a learning algorithm that is intended to reduce i ...
分类:其他好文   时间:2017-07-02 10:10:53    阅读次数:161
(zhuan) Attention in Long Short-Term Memory Recurrent Neural Networks
Attention in Long Short-Term Memory Recurrent Neural Networks by Jason Brownlee on June 30, 2017 in Deep Learning The Encoder-Decoder architecture is ...
分类:Web程序   时间:2017-07-01 20:09:54    阅读次数:483
Spark MLlib Deep Learning Deep Belief Network (深度学习-深度信念网络)2.2
Spark MLlib Deep Learning Deep Belief Network (深度学习-深度信念网络)2.2 http://blog.csdn.net/sunbow0 第二章Deep Belief Network (深度信念网络) 2基础及源代码解析 2.1 Deep Belief ...
分类:Web程序   时间:2017-06-30 14:06:02    阅读次数:293
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