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Title: GitHub - NoobPythoner/personal_learning: 人工智能相关（机器学习、深度学习）

Open Graph Title: GitHub - NoobPythoner/personal_learning: 人工智能相关（机器学习、深度学习）

X Title: GitHub - NoobPythoner/personal_learning: 人工智能相关（机器学习、深度学习）

Description: 人工智能相关（机器学习、深度学习）. Contribute to NoobPythoner/personal_learning development by creating an account on GitHub.

Open Graph Description: 人工智能相关（机器学习、深度学习）. Contribute to NoobPythoner/personal_learning development by creating an account on GitHub.

X Description: 人工智能相关（机器学习、深度学习）. Contribute to NoobPythoner/personal_learning development by creating an account on GitHub.

Opengraph URL: https://github.com/NoobPythoner/personal_learning

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领导与沟通.ziphttps://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/%E9%A2%86%E5%AF%BC%E4%B8%8E%E6%B2%9F%E9%80%9A.zip
READMEhttps://patch-diff.githubusercontent.com/NoobPythoner/personal_learning
http://memservice.buaa.edu.cn/login?redirect=%2Fapp%2Fmain%2F北航MEM考生服务系统http://memservice.buaa.edu.cn/login?redirect=%2Fapp%2Fmain%2F%E5%8C%97%E8%88%AAMEM%E8%80%83%E7%94%9F%E6%9C%8D%E5%8A%A1%E7%B3%BB%E7%BB%9F
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#论文
Cornell University Computer Sciencehttps://arxiv.org/list/cs/recent
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#数据分析-数据挖掘-机器学习
认识数据https://blog.csdn.net/sjpz0124/article/details/45980361
中文分词原理及常用Python中文分词库介绍https://juejin.im/post/5ac469ca5188255c27222549
自然语言处理中句子相似度计算的几种方法https://juejin.im/post/5b237b45f265da59a90c11d6
python数据挖掘相关算法https://www.cnblogs.com/5poi/
TF-IDF与余弦相似性的应用（一）：自动提取关键词http://www.ruanyifeng.com/blog/2013/03/tf-idf.html
TF-IDF与余弦相似性的应用（二）：找出相似文章http://www.ruanyifeng.com/blog/2013/03/cosine_similarity.html
分类算法https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/data_analysis/%E5%88%86%E7%B1%BB%E7%AE%97%E6%B3%95.md
深度学习开放数据集https://blog.csdn.net/yifen4234/article/details/80163407
机器学习降维方法https://www.cnblogs.com/nolonely/p/6435159.html
机器学习笔记(各类算法原理实现及应用code)https://blog.csdn.net/gzj_1101/article/category/6991049
sklearn user guidehttps://scikit-learn.org/stable/user_guide.html
python官方文档https://docs.python.org/zh-cn/3.7/library/index.html
python常用标准库介绍https://blog.csdn.net/liujinwei2005/article/details/76725422
7 幅思维导图：Python 常用标准库及拓展知识https://www.jianshu.com/p/782eae215229
10分钟介绍Python语言的常用标准库https://www.douban.com/group/topic/120017085/
机器学习缺失值处理方法汇总https://blog.csdn.net/w352986331qq/article/details/78639233
linux更换下载源https://www.jianshu.com/p/aad991e18ca9
Pandas 十分钟入门https://blog.csdn.net/zhu418766417/article/details/52718063
python操作neo4jhttps://blog.csdn.net/yangfengling1023/article/details/82049715
python通过py2neo模块操作Neo4j图数据库https://www.jianshu.com/p/da84712ef62b
inner join 与 left join 之间的区别https://www.cnblogs.com/assasion/p/7768931.html
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#深度学习图像和文本处理
pytorch官方API文档https://pytorch.org/docs/stable/index.html
tensorflow 2.0 官方tutorialshttps://www.tensorflow.org/tutorials/text/transformer?hl=zh-CN
基于LSTM的中文文本多分类实战https://blog.csdn.net/weixin_42608414/article/details/89856566
使用python和sklearn的中文文本多分类实战开发https://blog.csdn.net/weixin_42608414/article/details/88046380
神经网络浅讲：从神经元到深度学习https://www.cnblogs.com/subconscious/p/5058741.html
动手深度学习（书籍）http://zh.d2l.ai/chapter_introduction/index.html
python自然语言处理https://usyiyi.github.io/nlp-py-2e-zh/
python openCv教程http://ex2tron.wang/
神经网络与深度学习https://nndl.github.io/
mxnet python apihttps://mxnet.incubator.apache.org/api/python/index.html
Deep Learning（深度学习）学习笔记整理系列https://blog.csdn.net/zouxy09/article/category/1387932
循环神经网络（RNN）原理通俗解释https://blog.csdn.net/qq_39422642/article/details/78676567
TensorFlow教程——梯度爆炸与梯度裁剪https://blog.csdn.net/guolindonggld/article/details/79547284
大话深度残差网络（DRN）ResNet网络原理https://my.oschina.net/u/876354/blog/1622896
对于全连接层的理解https://blog.csdn.net/gyh_420/article/details/78569225
全连接层的作用https://blog.csdn.net/tigerda/article/details/78785637
用深度学习（CNN RNN Attention）解决大规模文本分类问题 - 综述和实践https://www.jianshu.com/p/fe2134f1a542
深度学习网络调参技巧https://zhuanlan.zhihu.com/p/24720954?utm_source=zhihu
深度学习调参有哪些技巧？https://www.zhihu.com/question/25097993
word2vec原理详解https://blog.csdn.net/itplus/article/details/37969519
用gensim学习word2vechttps://www.cnblogs.com/pinard/p/7278324.html
TensorFlow学习（十三）：构造LSTM超长简明教程https://blog.csdn.net/xierhacker/article/details/78772560
PyTorch深度学习：60分钟入门(Translation)https://zhuanlan.zhihu.com/p/25572330
微信高级研究员解析深度学习在NLP中的发展和应用https://blog.csdn.net/guleileo/article/details/81161439
ApacheCN 中文开源组织-综合资源网站http://www.apachecn.org/
机器学习中的 precision、recall、accuracy、F1 Scorehttps://www.cnblogs.com/weedboy/p/7072010.html
牢记分类指标：准确率、精确率、召回率、F1 score以及ROChttps://www.jianshu.com/p/1afbda3a04ab
图解Transformerhttps://blog.csdn.net/qq_41664845/article/details/84969266
基于情感词来进行情感分析http://www.sohu.com/a/242595401_787107
TensorFlow 2.0 教程https://blog.csdn.net/qq_31456593/article/details/88606284
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#广告个性化推荐相关
广告CVR一周总结https://www.cnblogs.com/zhenglz12/p/8646681.html
程序化广告（二）- 考核指标如CTR/CVR/ROI/ARPU等https://blog.csdn.net/hemin1003/article/details/81810544
【雅虎2017】一个在线展示广告的CVR预估框架实践https://www.cnblogs.com/accipiter/p/9556592.html
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#大数据
java jdk api开发帮助文档https://docs.oracle.com/en/java/javase/12/
java 全文检索框架lucenehttps://www.cnblogs.com/daxiangwuxing/p/7538881.html
什么是Solrhttps://www.cnblogs.com/peaceliu/p/7786851.html
spark MLlib机器学习教程-----入门教程【一】https://blog.csdn.net/qq_30498935/article/details/82352348
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#nlp相关
深度学习：通过神经网络提取文本摘要【包括新闻、博客等】http://www.aboutyun.com/thread-23454-1-1.html
Python数据挖掘－文本挖掘https://blog.csdn.net/jacky_zhuyuanlu/article/details/77963518
实体关系抽取 entity relation extraction 文献阅读总结https://www.cnblogs.com/theodoric008/p/7874373.html
知识图谱概述及技术总览http://blog.leanote.com/post/ruishengcao@gmail.com/%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1%E6%A6%82%E8%BF%B0%E5%8F%8A%E6%8A%80%E6%9C%AF%E6%80%BB%E8%A7%88
1. 通俗易懂解释知识图谱（Knowledge Graph）https://www.cnblogs.com/huangyc/p/10043749.html
[NLP自然语言处理]谷歌BERT模型深度解析https://blog.csdn.net/qq_39521554/article/details/83062188
自然语言处理之语言模型（LM）https://blog.csdn.net/qq_36330643/article/details/80143960
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#算法与数据结构
python基础总结https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master
数据结构https://www.yiibai.com/data_structure
Python数据结构https://www.yiibai.com/python/py_data_structure
二叉树相关https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/algorithms-and-data-structure/%E4%BA%8C%E5%8F%89%E6%A0%91%E7%9B%B8%E5%85%B3%EF%BC%88%E5%88%9B%E5%BB%BA%E5%8F%8A%E9%81%8D%E5%8E%86%EF%BC%89.md
动态规划(DP)的整理-Python描述https://blog.csdn.net/mrlevo520/article/details/75676160
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#数学相关概率论线性代数数值分析
高等数值分析http://boya.xmu.edu.cn/hhal/hhalf.htm
线性代数知识https://blog.csdn.net/longxinchen_ml/article/details/51629328
复旦大学高等数学多媒体课件http://math.fudan.edu.cn/gdsx/TUSG.HTM
线性代数课程http://dec3.jlu.edu.cn/webcourse/t000022/teach/index.htm
SVD奇异值分解原理和在降维中的应用http://www.cnblogs.com/pinard/p/6251584.html
极大似然估计详解https://blog.csdn.net/zengxiantao1994/article/details/72787849
全概率公式、贝叶斯公式推导过程https://www.cnblogs.com/ohshit/p/5629581.html
PCA的数学原理http://blog.codinglabs.org/articles/pca-tutorial.html
中心化（又叫零均值化）和标准化（又叫归一化）https://blog.csdn.net/GoodShot/article/details/80373372
数据标准化/归一化normalizationhttps://blog.csdn.net/goodshot/article/details/79488629
Scikit-learn：数据预处理Preprocessing datahttps://blog.csdn.net/pipisorry/article/details/52247679
最通俗易懂的PCA主成分分析推导https://blog.csdn.net/u012526436/article/details/80868294
批量梯度下降(BGD)、随机梯度下降(SGD)以及小批量梯度下降(MBGD)的理解https://www.cnblogs.com/lliuye/p/9451903.html
一文搞懂交叉熵在机器学习中的使用，透彻理解交叉熵背后的直觉https://blog.csdn.net/tsyccnh/article/details/79163834
知识图谱的技术与应用https://blog.csdn.net/binbigdata/article/details/80705246
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#爬虫相关
python中执行js代码涉及的类库及实际应用https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/spider/python%E4%B8%AD%E6%89%A7%E8%A1%8Cjs%E4%BB%A3%E7%A0%81.md
根据匿名程度区分代理https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/spider/%E6%A0%B9%E6%8D%AE%E5%8C%BF%E5%90%8D%E7%A8%8B%E5%BA%A6%E5%8C%BA%E5%88%86%E4%BB%A3%E7%90%86
scrapy基本操作https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/spider/scrapy%E5%9F%BA%E6%9C%AC%E6%93%8D%E4%BD%9C.md
scrapy-redis多个spider的分布式架构https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning/blob/master/spider/scrapy-redis%E5%A4%9A%E4%B8%AAspider%E7%9A%84%E5%88%86%E5%B8%83%E5%BC%8F%E6%9E%B6%E6%9E%84
异步协程爬虫相关https://juejin.im/post/5b430456e51d45198a2ea433
python scrapy多进程新闻爬虫https://blog.csdn.net/haluoluo211/article/details/77657723
《python网络爬虫实战》节选:scrapy部署+middleware配置等https://juejin.im/user/58131b84da2f60005db28799/posts
不错的爬虫教程https://piaosanlang.gitbooks.io/spiders/content/
Scrapy-Redis分布式爬虫框架详细配置代码https://www.cnblogs.com/psv-fuyang/articles/7891897.html
python浮点运算相关https://blog.csdn.net/weixin_39202006/article/details/79156033
https://patch-diff.githubusercontent.com/NoobPythoner/personal_learning#其他
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