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fast.ai Lesson 1: Deep Learning 2018
10 free hours run on AWS click this one click on new machine pick a region choose linux ubuntu 16 250GB is preferred ctrl shift v to paste your passwo ...
分类:其他好文   时间:2018-05-05 19:42:32    阅读次数:309
Convolutional Neural Networks from deep learning (assignment 1 from week 1)
Convolutional Neural Networks https://www.coursera.org/learn/convolutional-neural-networks/home/welcome There are still something confuse me! working ...
分类:Web程序   时间:2018-05-02 16:11:23    阅读次数:238
Coursera, Deep Learning 5, Sequence Models, week2, Natural Language Processing & Word Embeddings
Word embeding 给word 加feature,用来区分word 之间的不同,或者识别word之间的相似性. 因为t-SNE 做了non-liner 的转化,所以在原来的3000维空间的平行的向量在转化过后的2D空间里基本上不会再平行. 看两个向量的相似性,可以用cosine simila ...
分类:其他好文   时间:2018-05-02 02:30:32    阅读次数:183
资源|5本深度学习和10本机器学习书籍(免费下载)
作者:lily 5本深度学习书籍资源推荐 深度学习(Deep Learning)byIan Goodfellow and Yoshua Bengio and Aaron Courville 中文版下载地址:https://github.com/exacity/deeplearningbook-chi ...
分类:其他好文   时间:2018-04-30 22:44:18    阅读次数:365
CMU Deep Learning 2018 by Bhiksha Raj 学习记录(20) Lecture 20: Hopfield Networks 1
symmetric version: called Hopfield Net if y <-- minus y, energy won't change! the second last line's first "-" is not the minus sign https://zhuanlan. ...
分类:Web程序   时间:2018-04-29 17:41:21    阅读次数:339
CMU Deep Learning 2018 by Bhiksha Raj 学习记录(20) Recitation 8: Attention
http://deeplearning.cs.cmu.edu/recitations/rec8.attention.pdf https://github.com/cmudeeplearning11785/deep-learning-tutorials/blob/master/recitation-8 ...
分类:其他好文   时间:2018-04-29 14:25:50    阅读次数:208
CMU Deep Learning 2018 by Bhiksha Raj 学习记录(18)
https://www.youtube.com/watch?v=oiNFCbD_4Tk <eos> end of section a common trick image to seq problem mistake might happen. look at the fig(1,0) could ...
分类:其他好文   时间:2018-04-28 23:53:09    阅读次数:233
CMU Deep Learning 2018 by Bhiksha Raj 学习记录(17)
NN is pretty bad at learning this pattern. green dots are referred to the first layer. blue -> second layer red -> third layer https://github.com/cmud ...
分类:其他好文   时间:2018-04-27 02:43:14    阅读次数:237
论文题目
601 3D Bounding Box Estimation Using Deep Learning and Geometry 602 3D Face Morphable Models In the Wild 603 A Gift from Knowledge Distillation Fast O ...
分类:其他好文   时间:2018-04-24 11:10:18    阅读次数:341
Deep Learning论文笔记之(四)CNN卷积神经网络推导和实现
https://blog.csdn.net/zouxy09/article/details/9993371 自己平时看了一些论文,但老感觉看完过后就会慢慢的淡忘,某一天重新拾起来的时候又好像没有看过一样。所以想习惯地把一些感觉有用的论文中的知识点总结整理一下,一方面在整理过程中,自己的理解也会更深, ...
分类:其他好文   时间:2018-04-23 22:49:23    阅读次数:263
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