引言 在机器翻译(Machine Translation)或者自然语言处理(Natural Language Processing)领域,以前都是使用数理统计的方法来进行分析和处理。近些年来,随着 AlphaGo 的兴起,除了在游戏AI领域,深度学习在计算机视觉领域,机器翻译和自然语言处理领域也有着巨大的用武之地。在 年,随着深度学习的进一步发展,seqseq 的训练模式和翻译模式已经开始进入人们的视野。除此之外,在端到端的训练方法中,除了需要海量的业务数据之外,在网络结构中加入一些重要的模块也是非常必要的。在此情形下,基于循环神经网咯(Recurrent Neural Network)的注意力机制(Attention Mechanism)进入了人们的视野。除了之前提到的机器翻译和自然语言处理领域之外,计算机视觉中的注意力机制也是十分有趣的,本文将会简要介绍一下计算机视觉领域中...
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Oct 20, 2014 · October 20, 2014 zr9558 Leave a comment. Reference Book: Joel L.Schiff- Normal Families. Some Classical Theorems. Weierstrass Theorem Let be a sequence of...
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SOLUTIONS/HINTS TO THE EXERCISES FROM COMPLEX ANALYSIS BY STEIN AND SHAKARCHI 3 Solution 3.zn= seiφ implies that z= s1n ei( φ +2πik), where k= 0,1,··· ,n− 1 and s1 n is the real...
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Ibookroot October 20, 2007 Princeton Lectures in Analysis I Fourier Analysis: An Introduction II Complex Analysis III Real Analysis: Measure Theory, Integration, and
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Jan 28, 2013 · zr9558. 10/31/2013 at 4:36 pm. A GOOD BLOG. Reply. natural garcinia trim plus reviews. 08/12/2014 at 5:47 am. always i used to read smaller posts that as well...
发信人: zr9558 (zr9558), 信区: Singapore 标 题: 新加坡国立大学数学系介绍 发信站: BBS 未名空间站 (Thu Mar 24 01:11:11 2016, 美东)
除了离线的算法之外,在 2015 年的 12 月份了解到了能够在线学习的 ftrl 算法。 调研了之后在 2016 年初在组内进行了分享,同时在 zr9558.com 上面分享了自己的总结,最近把该文章转移到自己的微信公众号上“follow the regularized leader”。
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原文链接: 基于自编码器的时间序列异常检测算法随着深度学习的发展,word2vec 等技术的兴起,无论是 NLP 中的词语,句子还是段落,都有着各种各样的嵌入形式,也就是把词语,句子,段落等内容转换成 …
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1. | 东京大学物理系 |
2. | ma1102r papers |
3. | ma1101r 2014/2015 paper |
4. | mh1201 linear algebra ii examination papers |
5. | xgboost parameter tuning |
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