# machine_learning_beginner **Repository Path**: somefusion/machine_learning_beginner ## Basic Information - **Project Name**: machine_learning_beginner - **Description**: 机器学习初学者公众号作品 - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2020-03-03 - **Last Updated**: 2023-03-29 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # 机器学习初学者公众号 ![公众号](images/gongzhong.jpg) 本仓库是“机器学习初学者”公众号发布的内容代码。 机器学习qq群：554839127（我们有6个群，加过一个就不需要加了） ## 这个仓库的内容目录 #### 深度学习内容 - 1.[PyTorch60分钟入门（中文翻译）](PyTorch_beginner/)（目录名：PyTorch_beginner） - 2.[Python深度学习原书代码中文翻译](deep-learning-with-python-notebooks/)（目录名：deep-learning-with-python-notebooks） - 3.[强烈推荐的TensorFlow、Pytorch和Keras的样例资源](deep-learning-with-tensorflow-keras-pytorch/)（目录名：deep-learning-with-tensorflow-keras-pytorch） #### Python基础 - 1.[两天入门Python](python-start/)(目录名：python-start) - 2.[适合初学者快速入门的Numpy实战全集](numpy/)(目录名：numpy) - 3.[matplotlib学习之基本使用](matplotlib/)(目录名：matplotlib) - 4.[Sklearn入门经典案例](pyparis-2018-sklearn/)(目录名：pyparis-2018-sklearn) - 5.[两天学会pandas](pandas/)(目录名：pandas) ## 本站的其他开源仓库 #### 本人整理 - 1.[吴恩达老师的机器学习课程个人笔记](https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes) - 2.[deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）](https://github.com/fengdu78/deeplearning_ai_books) - 3.[《统计学习方法的代码实现》](https://github.com/fengdu78/lihang-code) #### 大神之作 - 1.[徐亦达老师的机器学习资料分享](https://github.com/roboticcam/machine-learning-notes) - 2.[华校专老师的笔记分享](http://www.huaxiaozhuan.com/) - 3.[LFD习题解答（林轩田机器学习课程内容）（作者秦臻）](https://github.com/Doraemonzzz/Learning-from-data) # 本站2018年的所有文章 **机器学习资源** - [良心推荐：机器学习入门资料汇总及学习建议（2018版）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247484000&idx=1&sn=92f198b840073e79e1a267d15a48a279&chksm=c0791f79f70e966fccd525bc2ecb11d328a12f566ccdc781132ffeeb41c484c1f7757db03911&scene=21#wechat_redirect) - [黄海广博士的github镜像下载（机器学习及深度学习资源）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483810&idx=1&sn=b35ff5aea7cc2a63c459c7f172263a2d&chksm=c0791cbbf70e95ad2e1cf7109cb50422bc07d0db6cbad502d11d3194aa92c608d5053f218cdd&scene=21#wechat_redirect) - [吴恩达老师的机器学习和深度学习课程笔记打印版](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483678&idx=1&sn=da7de252a11a1097e50381a27cb2cfb1&chksm=c0791c07f70e951178054c7d4acc88becfccf953f83a2d616f8508d8bfa3d31d8cdec0c6979f&scene=21#wechat_redirect) - [吴恩达老师机器学习教程中文笔记-在线版](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483672&idx=1&sn=1845db207245efc9d33eeede5ea4b99e&chksm=c0791c01f70e9517cfb80b17d0e72836c5c573b33d9bcdc4ec57f02b6b73260d9c3e907a81e0&scene=21#wechat_redirect) - [Coursera机器学习课程代码作业-Python版本](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483784&idx=1&sn=6c158b9f13ebc612f0fb967323df16c4&chksm=c0791c91f70e95874606edc1a4a0fc38e5063d2634963c793d85c18e5d396be059176bd8d0d6&scene=21#wechat_redirect) - [Deeplearning.ai深度学习课程笔记-在线版](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483694&idx=1&sn=f2d7c0be70d0fd17ee6a685cba6f399d&chksm=c0791c37f70e9521daf50bbee06f925505b61ec963397aba08af87925081f019f33ca27ffe5e&scene=21#wechat_redirect) - [首发：深度学习测试题中英对照版](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483772&idx=1&sn=7046f9f8d5ae0329c6ab25d1fd8510d3&chksm=c0791c65f70e95734cfb3405658049209036c7097cbb17bc62816523acdc4c2ccca43d1bafdd&scene=21#wechat_redirect) - [机器学习必备宝典-《统计学习方法》的python代码实现、电子书及课件](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483911&idx=1&sn=0aa891449692d85382a9b2b5016728bb&chksm=c0791f1ef70e960822c7b67b4216f6c7dc55b2c0f3f75ec7527523daea9ad25b3f86b94d5bec&scene=21#wechat_redirect) - [斯坦福大学机器学习课程资料-吴恩达老师主讲（2008版）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483778&idx=1&sn=f1fe52a5451eef4e4c6d8463d01621ef&chksm=c0791c9bf70e958d4c57d0f9b2df37ae9cdbed304df030a27161a0ad7f9872926f217e6032d3&scene=21#wechat_redirect) - [机器学习训练秘籍完整中文版下载（吴恩达老师新作）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483815&idx=1&sn=c220c09741e942b6d402f1090a2d72da&chksm=c0791cbef70e95a88745a8df9b3f2f0e2fe93591a21a3f4c331a920d74cdc6bf564ab33ff8df&scene=21#wechat_redirect) - [首发：深度学习入门宝典-《python深度学习》原文代码中文注释版及电子书](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483804&idx=1&sn=9e862f6d127d70c2619e362c499e15b1&chksm=c0791c85f70e9593cd6106679feaac4b1eace9f717b788f9fbbae05c1b198308c45342ea6992&scene=21#wechat_redirect) - [强烈推荐的TensorFlow、Pytorch和Keras的样例资源（深度学习初学者必须收藏）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483961&idx=1&sn=7fa7e3e8a1cd4abf3e3357b2f6448118&chksm=c0791f20f70e9636821676c4302a1113016e547632c8e3872bcf815b41de95a7a5b25f3c5f62&scene=21#wechat_redirect) - [机器学习小抄-（像背托福单词一样理解机器学习）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483707&idx=1&sn=2f28175ecea445129a5e62441aeebd37&chksm=c0791c22f70e95340f61a978147314dd02bf8ab1bd9c49f3b86f928e371dac0ead6eda64116a&scene=21#wechat_redirect) - [深度学习初学者的另一份小抄-《一天学懂深度学习（李宏毅）》（中文标注）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483860&idx=1&sn=514c1c053e31c4ced3bffe75e02f4b05&chksm=c0791ccdf70e95dba8c32d3b12836359159a2045019e8d5fb45ca578a9846f4601439b42bba3&scene=21#wechat_redirect) - [一些NLP的入门资料参考](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483752&idx=1&sn=779b10f781fd7699040d7fcd5889b998&chksm=c0791c71f70e9567c91c9459641bff333c490a3326e0549fbdc58131fcc9fa5245f8785a54d9&scene=21#wechat_redirect) - [革命性提升-宇宙最强的NLP预训练BERT模型（附官方代码）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483930&idx=1&sn=31db561b207aed2b488ddb719ec7513f&chksm=c0791f03f70e9615586cf6be32352d0096da71563e87b20e3b115b206c1804d37bd3703fa5fe&scene=21#wechat_redirect) - [50个最佳机器学习公共数据集](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483877&idx=1&sn=ca49142a7bded5c01ce39e25a004b5bd&chksm=c0791cfcf70e95eab42f6565f487c854c803cb072e225e9a30ebf25910ccef7b61ac794990b3&scene=21#wechat_redirect) **机器学习大师之作** - [首发：徐亦达老师的机器学习课件及下载（中文目录）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483886&idx=1&sn=e3a0c27f24446edb67b877d25007aec6&chksm=c0791cf7f70e95e1c601dc184bb681a7150c61fe5c4173e5abee72b1b3d9be71b5774b3d6a1a&scene=21#wechat_redirect) - [机器学习的宝典-华校专老师的笔记](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483789&idx=1&sn=c6cebaaede9d87fc2ea2b38532f89a7b&chksm=c0791c94f70e9582ff738a80d0138fbb7644dfa2e23f8ef83b9f09da92d4bc31f44773befbee&scene=21#wechat_redirect) **开源案例和方案** - [首发：台大林轩田《机器学习基石》系列课程教材的习题解答和实现](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483984&idx=1&sn=0fc0797e69ef856105bf747a43b4fa1e&chksm=c0791f49f70e965f218747c9ff986f3b702df2d5c4b7be80ab267ed9a4a55303c25fb001a83f&scene=21#wechat_redirect) - [CTR预估系列：DeepCTR 一个基于深度学习的CTR模型包](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483919&idx=1&sn=5fae97fbf1f94a8dec026f08abf0e9c5&chksm=c0791f16f70e9600a2bd47cade5117ad4a64088fca6fc45c51cd0ef6a41f7652650261f058d9&scene=21#wechat_redirect) - [开源-BDCI2018面向电信行业存量用户的智能套餐个性化匹配模型Top1解决方案和代码](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483956&idx=1&sn=5074fcdc8d63a6f2e9d89884d3f369ee&chksm=c0791f2df70e963bbde6058789f6d64c428c07c1f228b96b0056751d08e1b4cd5c6c752021e2&scene=21#wechat_redirect) - [开源-BDCI2018供应链需求预测模型第一名解决方案和代码](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483986&idx=1&sn=0c2c9e185c8a7afba37a212d2af947d5&chksm=c0791f4bf70e965da27dff285473d5b72dc9c58674da3261114a98c174f5fd480f85c4a7b3cc&scene=21#wechat_redirect) - [海洋大数据应用思考（附资料下载）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483767&idx=1&sn=004de7eff7b8c0621ec25a635bec4b17&chksm=c0791c6ef70e95784174194f028477e1ff9e67b74a1a44a5443c5a659750e0a1610969d6d420&scene=21#wechat_redirect) **机器学习论文** - [新论文推荐：Auto-Keras:自动搜索深度学习模型的网络架构和超参数](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483820&idx=1&sn=90fcd5fe6262e5a0e22212480e82ed9d&chksm=c0791cb5f70e95a372bc8bf0bfa382bed6a2dd1c0dab036ff4fae2668dccf660f62b2ec3fd07&scene=21#wechat_redirect) - [机器学习新论文推荐-（成对关系约束的非负矩阵分解）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483746&idx=1&sn=e26b8d4a573f87d28ddef4075d7cbe43&chksm=c0791c7bf70e956d8a3918f5441c85c4228f133b65ab57a1ca05a4a1050c760364e284eec89a&scene=21#wechat_redirect) **硬件和环境配置** - [Ubuntu 18.04深度学习环境配置（CUDA9.0+CUDNN7.4+TensorFlow1.8）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483901&idx=1&sn=f02bd7866ad172ef0c9669851dffde2a&chksm=c0791ce4f70e95f2343047e62d513c0106eedebc09cc25d1c45598ede21da8655a974c6a69c5&scene=21#wechat_redirect) - [深度学习主机环境配置: Win10+Nvidia GTX1080i+CUDA8.0+CUDDN6 ](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483665&idx=1&sn=331d52e5b52fd6eb2ba58c16a0fe3458&chksm=c0791c08f70e951e6c47254389112443e9d50ce919a7da25670a636756b090e500bf81580f1c&scene=21#wechat_redirect) **Python基础** - [学习python入门的个人建议及资料](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483690&idx=1&sn=701cc75092e7213b6a9b04b57b5e15f3&chksm=c0791c33f70e9525a1f48179802f17d50fc4deab5333cb8b142df20e15b6a117df353c168a45&scene=21#wechat_redirect) - [两天入门Python基础（附代码实现）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483926&idx=1&sn=c19ee22819f98022e01da9343ad4cb85&chksm=c0791f0ff70e9619fd5a02a7cea9ae75bda478eedfcf2accc8ed2853a09b325c331bebfeb8ec&scene=21#wechat_redirect) - [学完可以解决90%以上的数据分析问题-利用python进行数据分析第二版（代码和中文笔记）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247484020&idx=1&sn=c281956f8414f38c48cc8b358f9dcc26&chksm=c0791f6df70e967b33e4f828031dc3f070ca7b8ae855692245cb8f41480686122d56db4600a2&scene=21#wechat_redirect) - [python绘图工具基础-matplotlib学习之基本使用](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483988&idx=1&sn=0cb80ff3f91f1bf43b14c968ae709576&chksm=c0791f4df70e965b806993b0fe1ead8dc65fa23a010341d0b2f2c5792a66233975895fc43e9e&scene=21#wechat_redirect) - [适合初学者快速入门的Numpy实战全集](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247484006&idx=1&sn=1d0b49c0200e901915a99d29f0dadc79&chksm=c0791f7ff70e966929ed3a9b1358beb3b31a1106084f4332176476eafebf3a407fff2150d5b3&scene=21#wechat_redirect) - [python进阶之多进程 ](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247484014&idx=1&sn=25a415e5992f9f20c3e4e03dc1678b53&chksm=c0791f77f70e9661dd63cbf156de58fdc906e96f2a02dcef9bed7c35ab8754d9b255fab99aa1&scene=21#wechat_redirect) **科研入门** - [机器学习的数学基础](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483685&idx=1&sn=1cc418d56344a222a0b6c9a56bdc5026&chksm=c0791c3cf70e952ada01da3a790baa6325c2656a554566716ad96b83c7d1868770514aca8409&scene=21#wechat_redirect) - [吐血推荐收藏的学位论文排版教程（完整版）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483979&idx=1&sn=9accf54de60fa6fe8f01cbd22e4df1a8&chksm=c0791f52f70e9644157b1c7a2ac0e3a0ba3e785ce45ff84ca22dbab50f7f0e542d7e6eb24b4f&scene=21#wechat_redirect) - [科研工作者的神器-zotero论文管理工具](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483673&idx=1&sn=013a1171e4c44ce19ffe0ffb743b45a8&chksm=c0791c00f70e9516ca6835acdfefaf539d3e121890354c6aba45fb6802fa8709f3a41cb856a7&scene=21#wechat_redirect) - [如何做视频教程笔记](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483829&idx=1&sn=75e97f26a4c9112c8efa932f16a63c1a&chksm=c0791cacf70e95ba585cc7bc302107eb5e5a733a58fe927d7016b590e351300306e78513c60b&scene=21#wechat_redirect) - [给初学者推荐一个摆脱变量命名纠结的神器](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483992&idx=1&sn=06c1765f0eb06fd28888b3625c4ccff1&chksm=c0791f41f70e96576c11aa7c301096f5788931ccb4c6adf532d40e6a5de14ef3024f629f4824&scene=21#wechat_redirect) - [SQL语法如何入门？（附资料下载）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483760&idx=1&sn=60acdd5afac45fc6d17f5c714389079d&chksm=c0791c69f70e957fbf51c1d213b66817e05b9f5edf9ce128131b4697ceb122798d1bed7eed98&scene=21#wechat_redirect) **项目合作** - [公众号合作指南--与本站互相添加长期可转载账号](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483996&idx=1&sn=c0d7eb311071ef1eba98d89e274a35b6&chksm=c0791f45f70e96533089471e6732450739eaa3c07d07e90290652636778eea17e2eac2fa8916&scene=21#wechat_redirect) - [赠人玫瑰,手有余香-期待协作更新机器学习的公益项目 ](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483924&idx=1&sn=751c23682abc116ec4c2401e942f4d4d&chksm=c0791f0df70e961bb602b004e70b5c3f780ca56fce49490d6e53cfdbbc374ed1c21c73bcf1a2&scene=21#wechat_redirect) **过时文章** 过时资料指的是新的文章已经涵盖了旧文章内容，不需要再看了。 - [机器学习简易入门-附推荐学习资料](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483872&idx=1&sn=a8d462ba6bbe582fd35d6a1240c15f86&chksm=c0791cf9f70e95ef60751437a698b0bee4188405bc9bedebea34611a96f7207c10a9b7309bfa&scene=21#wechat_redirect) - [机器学习初学者公众号下载资源汇总（一）](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483792&idx=1&sn=5fe8d315183102be6f4ad92695d0f475&chksm=c0791c89f70e959fcbeda0ad8290093c8edc70b4fcb310073131bab1d01506795204726b7f07&scene=21#wechat_redirect) - [深度学习者的入门福利-Keras深度学习笔记](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483914&idx=1&sn=cecee99473f6d7d33565389c6de4ed16&chksm=c0791f13f70e9605b69e84ee7e1a1a30ff3b4e78e19b71766831e4fa438d2422fed270b15685&scene=21#wechat_redirect) - [9月国内大数据赛事资讯-奖池1500万 ](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483701&idx=1&sn=96ac60cf968284a7ae75b733a52df8bd&chksm=c0791c2cf70e953a45690656f2bd68c25287b2ba0a0c31db4debde5a38808c68ad5d82403e81&scene=21#wechat_redirect) **杂谈** - [你不是一个人在战斗！](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483699&idx=1&sn=1518fb758a87a89fdf4614952baf4069&chksm=c0791c2af70e953c0cb2289ccf672b1f2968273ce1b01b41a8a874853668681c0381e629db33&scene=21#wechat_redirect) - [与机器学习相关的数学家，你认识几个？](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483740&idx=1&sn=e5cc3739911f4feb4c9bffed09de209b&chksm=c0791c45f70e9553b2eb33459ecc116327018013a288e0de5b33c39052f2103390ea2697f2ce&scene=21#wechat_redirect) - [赚的钱需要有命来花-高薪的互联网从业人员更需要注意身体健康](http://mp.weixin.qq.com/s?__biz=Mzg5NzAxMDgwNg==&mid=2247483824&idx=1&sn=36f5cdfe9b3830ccb1566d9a4877ffa7&chksm=c0791ca9f70e95bfa5f49d6e411935766a8c1b17a0d831a41f30115a30bbbde485eeb2cf0c95&scene=21#wechat_redirect)