Learning Deep Learning with Keras Piotr Migdał - blog Projects Articles Publications Resume About Photos Learning Deep Learning with Keras 30 Apr 2017 • Piotr Migdał • [machine-learning] [deep-learning] [overview] I teach deep learning both for a liv…

What's the most effective way to get started with deep learning?       29 Answers     Yoshua Bengio, My lab has been one of the three that started the deep learning approach, back in 2006, along with Hinton's... Answered Jan 20, 2016   Originally Ans…

参考资料:https://github.com/ty4z2008/Qix/blob/master/dl.md https://morvanzhou.github.io/ 如图,先了解一下都有什么模型方法,然后选择适当的方法,来完成我们的任务. 图片 上图,可以看出四个类: (1)分类:监督学习 (2)回归:监督学习 (3)聚类:非监督学习 (4)降维:归纳属性,将很多的属性m个压缩为很少的n个,但是n集合了m个属性的所有特征,相当于把重要的信息归纳总结处来. 不要的数据就清洗掉.…

最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…

The major advancements in Deep Learning in 2016 Pablo Tue, Dec 6, 2016 in MACHINE LEARNING DEEP LEARNING GAN Deep Learning has been the core topic in the Machine Learning community the last couple of years and 2016 was not the exception. In this arti…

Main Menu Fortune.com       E-mail Tweet Facebook Linkedin Share icons By Roger Parloff Illustration by Justin Metz SEPTEMBER 28, 2016, 5:00 PM EDT WHY DEEP LEARNING IS SUDDENLY CHANGING YOUR LIFE Decades-old discoveries are now electrifying the comp…

最近在学tensorflow,深度学习的开源工具,很好奇在生信领域深度学习都能做些什么东西. 镇楼的综述:Deep Learning in Bioinformatics 几篇文章读读看: Deep learning to predict sequence specificity Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning Gene expression infere…

The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near July 27, 2015July 27, 2015 Tim Dettmers Deep Learning, NeuroscienceDeep Learning, dendritic spikes, high performance computing, neuroscience, singula…

A Full Hardware Guide to Deep Learning Deep Learning is very computationally intensive, so you will need a fast CPU with many cores, right? Or is it maybe wasteful to buy a fast CPU? One of the worst things you can do when building a deep learning sy…

The Promise of Deep Learning By Yoshua Bengio Humans have long dreamed of creating machines that think. More than 100 years before the first programmable computer was built, inventors wondered whether devices made of rods and gears might become intel…