10 2017 档案

【机器学习Machine Learning】资料大全
摘要：转【机器学习Machine Learning】资料大全 昨天总结了深度学习的资料，今天把机器学习的资料也总结一下(友情提示：有些网站需要"科学上网"^_^) 推荐几本好书： 1.Pattern Recognition and Machine Learning (by Hastie, Tibshira 阅读全文

posted @ 2017-10-31 14:27 暖风的风 阅读(954) 评论(0) 推荐(0) 编辑

10-free-must-read-books-machine-learning-data-science
摘要：Spring. Rejuvenation. Rebirth. Everything’s blooming. And, of course, people want free ebooks. With that in mind, here's a list of 10 free machine lea 阅读全文

posted @ 2017-10-30 13:59 暖风的风 阅读(308) 评论(0) 推荐(0) 编辑

Adventures in deep learning
摘要：转：https://github.com/GKalliatakis/Adventures-in-deep-learning Adventures in deep learning State-of-the-art Deep Learning publications, frameworks & re 阅读全文

posted @ 2017-10-30 13:48 暖风的风 阅读(268) 评论(0) 推荐(0) 编辑

learning-ai-if-you-suck-at-math
摘要：https://hackernoon.com/learning-ai-if-you-suck-at-math-8bdfb4b79037 https://hackernoon.com/tagged/ai-if-you-suck-at-math 阅读全文

posted @ 2017-10-30 11:27 暖风的风 阅读(289) 评论(0) 推荐(0) 编辑

deep-learning-with-python --the author of keres
摘要：https://www.manning.com/books/deep-learning-with-python 阅读全文

posted @ 2017-10-30 11:22 暖风的风 阅读(212) 评论(0) 推荐(0) 编辑

贝叶斯机器学习路线图
摘要：转： http://www.cnblogs.com/bayesianML/p/6377588.html#central_problem 这是一份贝叶斯机器学习路线图, 正在不断更新中. 路线图由简短的介绍配以相应的学习资源组成, 读者不一定要按顺序学习, 可以直接定位到自己需要的地方. 很多时候, 阅读全文

posted @ 2017-10-30 10:12 暖风的风 阅读(789) 评论(0) 推荐(0) 编辑

【深度学习Deep Learning】资料大全
摘要：转：【深度学习Deep Learning】资料大全 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 Courses Video and Lectures Papers Tutorials WebSites Datasets Framewo 阅读全文

posted @ 2017-10-27 14:29 暖风的风 阅读(1175) 评论(0) 推荐(0) 编辑

Why does deep learning work?
摘要：Learning Deep Architectures for AI By Yoshua Bengio http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf https://deeplearning4j.org/restrictedbol 阅读全文

posted @ 2017-10-25 17:43 暖风的风 阅读(677) 评论(2) 推荐(0) 编辑

机器学习算法
摘要：机器学习笔记03：Normal equation与梯度下降的比较 机器学习笔记02：多元线性回归、梯度下降和Normal equation 阅读全文

posted @ 2017-10-19 18:27 暖风的风 阅读(173) 评论(0) 推荐(0) 编辑

Deep Reinforcement Learning
摘要：Reinforcement-Learning-Introduction-Adaptive-Computation http://incompleteideas.net/book/bookdraft2017nov5.pdf http://incompleteideas.net/book/ebook/t 阅读全文

posted @ 2017-10-19 14:18 暖风的风 阅读(870) 评论(1) 推荐(0) 编辑

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% 阅读全文

posted @ 2017-10-17 16:35 暖风的风 阅读(222) 评论(0) 推荐(0) 编辑

What-are-prerequisites-for-learning-Artificial-Intelligence
摘要：https://www.quora.com/What-are-prerequisites-for-learning-Artificial-Intelligence 阅读全文

posted @ 2017-10-17 11:39 暖风的风 阅读(131) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-16 15:57 暖风的风 阅读(1340) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-16 15:44 暖风的风 阅读(453) 评论(0) 推荐(0) 编辑

NLP
摘要：https://www.oreilly.com/learning/perform-sentiment-analysis-with-lstms-using-tensorflow 阅读全文

posted @ 2017-10-16 14:19 暖风的风 阅读(241) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-13 17:26 暖风的风 阅读(241) 评论(0) 推荐(0) 编辑

插入数学公式。
摘要：http://blog.sina.com.cn/s/blog_61f013b80101ccvv.html http://www.forkosh.com/mathtextutorial.html 阅读全文

posted @ 2017-10-13 17:17 暖风的风 阅读(250) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-09 16:39 暖风的风 阅读(226) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-09 00:13 暖风的风 阅读(435) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-07 22:05 暖风的风 阅读(274) 评论(0) 推荐(0) 编辑

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 阅读全文

posted @ 2017-10-06 17:44 暖风的风 阅读(199) 评论(0) 推荐(0) 编辑

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