Deep Reinforcement Learning
摘要：Reinforcement-Learning-Introduction-Adaptive-Computation http://incompleteideas.net/book/bookdraft2017nov5.pdf http://incompleteideas.net/book/ebook/t
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posted @ 2017-10-19 14:18
随笔分类 - AI
regularization
摘要：https://www.zhihu.com/question/20924039 http://52opencourse.com/133/coursera%E5%85%AC%E5%BC%80%E8%AF%BE%E7%AC%94%E8%AE%B0-%E6%96%AF%E5%9D%A6%E7%A6%8F%
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posted @ 2017-10-17 16:35
What-are-prerequisites-for-learning-Artificial-Intelligence
摘要：https://www.quora.com/What-are-prerequisites-for-learning-Artificial-Intelligence
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posted @ 2017-10-17 11:39
How do I learn machine learning?
摘要：https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644 How Can I Learn X? Learning Machine Learning Learning About Computer Sc
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posted @ 2017-10-16 15:57
What are some good books/papers for learning deep learning?
摘要：What's the most effective way to get started with deep learning? What's the most effective way to get started with deep learning? What's the most effe
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posted @ 2017-10-16 15:44
NLP
摘要：https://www.oreilly.com/learning/perform-sentiment-analysis-with-lstms-using-tensorflow
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posted @ 2017-10-16 14:19
Quantum Computation and Quantum Information
摘要：https://www.amazon.com/Quantum-Computation-Information-10th-Anniversary/dp/1107002176/ref=asap_bc?ie=UTF8 http://www-reynal.ensea.fr/docs/iq/QC10th.pd
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posted @ 2017-10-13 17:26
插入数学公式。
摘要：http://blog.sina.com.cn/s/blog_61f013b80101ccvv.html http://www.forkosh.com/mathtextutorial.html
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posted @ 2017-10-13 17:17
Why-are-GPUs-well-suited-to-deep-learning
摘要：https://www.quora.com/Why-are-GPUs-well-suited-to-deep-learning http://timdettmers.com/2015/03/09/deep-learning-hardware-guide/ http://timdettmers.com
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posted @ 2017-10-09 16:39
why deep learning works
摘要：https://medium.com/towards-data-science/deep-learning-for-object-detection-a-comprehensive-review-73930816d8d9 https://stackoverflow.com/questions/200
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posted @ 2017-10-09 00:13
AI 名校课程&书籍 需要学习
摘要：斯坦福李飞飞-深度学习计算机视觉 http://study.163.com/course/introduction/1003223001.htm 斯坦福李飞飞-深度学习计算机视觉 视频下载 http://www.jianshu.com/p/182baeb82c71 https://github.co
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posted @ 2017-10-07 22:05
tensorflow
摘要：https://www.tensorflow.org/ https://web.stanford.edu/class/cs20si/syllabus.html instal in windows https://www.tensorflow.org/versions/r0.12/get_starte
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posted @ 2017-10-06 17:44
机器学习(Machine Learning)&深度学习(Deep Learning)资料
摘要：机器学习(Machine Learning)&深度学习(Deep Learning)资料(Chapter 1) 《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、D
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posted @ 2017-09-07 16:48
正则化(Regularization)、过拟合(Overfitting)
摘要：http://blog.csdn.net/artprog/article/details/51278643
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posted @ 2017-09-07 16:40
Backpropagation
摘要：经典 http://yann.lecun.com/exdb/publis/pdf/lecun-98b.pdf https://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/ https://alonalj.github
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posted @ 2017-09-03 21:25
k-means-algorithm
摘要：https://zh.coursera.org/learn/machine-learning/lecture/93VPG/k-means-algorithm
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posted @ 2017-09-01 20:32
Bayesian Networks
摘要：https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/tr-95-06.pdf
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posted @ 2017-09-01 16:41
learning-rate-in-neural-networks
摘要：https://www.quora.com/What-is-the-learning-rate-in-neural-networks
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posted @ 2017-09-01 14:41
online learning
摘要：http://www.mit.edu/~rakhlin/6.883/ https://homes.cs.washington.edu/~icano/projects/asml.pdf ftp://ftp.sas.com/pub/neural/FAQ2.html#A_styles_batch_vs_i
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posted @ 2017-09-01 13:37
