1.《30天吃掉那只TensorFlow2.0》《20天吃掉那只Pytorch》gitbook电子书及项目地址:
《30天吃掉那只TensorFlow2.0》:https://github.com/lyhue1991/eat_tensorflow2_in_30_days https://jackiexiao.github.io/eat_tensorflow2_in_30_days/chinese/
《20天吃掉那只Pytorch》:https://github.com/lyhue1991/eat_pytorch_in_20_days
2.硬核 | 谈一谈逆势而上的图神经网络技术(附干货资料)
https://mp.weixin.qq.com/s/tVrcWmRqiN4ts02NfjKMQA
3.斯坦福大学2014(吴恩达)机器学习教程中文笔记
https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
https://mp.weixin.qq.com/s/sFp9iuphL7t35FvBHgaxhg
4.OCR识别软件——pandaOCR:https://mp.weixin.qq.com/s/2cH5LbRH0kUBrG24L-7sdg
教学视频:https://www.bilibili.com/video/BV1Vt4y1U7Es?p=1 项目主页:https://github.com/miaomiaosoft/PandaOCR
备用主页:https://gitee.com/DDDDDGOOO/PandaOCR
更新日志:https://github.com/miaomiaosoft/PandaOCR/releases
问题反馈:https://github.com/miaomiaosoft/PandaOCR/issues
备注:PaddleOCR:https://github.com/PaddlePaddle/PaddleOCR
5.吴恩达机器学习课程的完整笔记和代码下载
https://mp.weixin.qq.com/s/po_zYjcGA01msd90bb9jRg
https://www.coursera.org/learn/machine-learning
Github地址:https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
6.DOS命令速查手册
https://www.w3xue.com/server/msdos/dos-manual.html
https://mp.weixin.qq.com/s/rtXGnGom9HoNjS2WlpXS5Q
javascript:void(0)
Windows常用Dos命令学习:https://mp.weixin.qq.com/s/4Z7N18rpgZXobIZ1DCqLlQ
7.TensorFlow代码集,效率提升90%
https://github.com/taki0112/Tensorflow-Cookbook
项目页面:https://www.notion.so/Simple-Tensorflow-Cookbook-6f4563d0cd7343cb9d1e60cd1698b54d
8.机器学习从入门到进阶所需学习资料-包括书、视频、源码
https://mp.weixin.qq.com/s/FREoUhDy2zN9QQ6dEn6KMw
本文整理自网络,源地址:https://github.com/linxid/Machine_Learning_Study_Path
所有资源链接下载地址:链接: https://pan.baidu.com/s/1KyqYsanA8fnZls7q09Og6w 提取码: usrq
9.清华大学机器学习:https://www.aminer.cn/aml
10.30 个Python代码实现的常用功能
https://mp.weixin.qq.com/s/TohBbf3lXnpUvPjjY4KUkQ
9个 Python 实用案例分享:https://mp.weixin.qq.com/s/z7XzY01XjwTXlbEDdMLJaw
11.震惊了!每30秒学会一个Python小技巧,Github星数4600+
https://mp.weixin.qq.com/s/aea2QtKvnaXvgiNTSUGKNA
12.NumPy 完整学习路线和精华 PDF 下载
https://mp.weixin.qq.com/s/qdUPfOml5Dp3n4FRSXtwXA
https://mp.weixin.qq.com/s/nJFIslPc_gH2BxIN1XDnig
https://github.com/ddbourgin/numpy-ml
https://www.numpy.org.cn/
https://www.numpy.org.cn/reference/
numpy实现全部机器学习算法:https://github.com/ddbourgin/numpy-ml https://mp.weixin.qq.com/s/yp13tvvPbGTwz5h5c6nqgg
13.机器学习必学10大算法
https://mp.weixin.qq.com/s/jNe3e66OJlUt3IJNdtVucg
14.国内外专利免费下载!31个专利文献检索网址请速收藏
https://mp.weixin.qq.com/s/pDy8763c3kv_Z5xtKhDing
15.Python 正则表达式大全
https://mp.weixin.qq.com/s/GyfbiYMRo6830P4lmqyxZg
16.PyTorch 常用代码段示例整理
https://mp.weixin.qq.com/s/Y5hxFXEa27hlAR3PS0E2ng
17.Python编程神器Jupyter Notebook使用的28个秘诀
https://mp.weixin.qq.com/s/kUCLfh-xJEJDZ_fkpf_DZg
18.简单粗暴的tensorflow2.0:
https://tf.wiki/
https://github.com/snowkylin/tensorflow-handbook
https://snowkylin.github.io/TensorFlow-cn
https://v1.tf.wiki
https://mp.weixin.qq.com/mp/appmsgalbum?
action=getalbum&__biz=MzU1OTMyNDcxMQ==&scene=1&album_id=1338132220393111552&count=3&uin=&key=&devicetype=Windows+10+x64&version=63010029&lang=zh_CN&ascene=1&fontgear=2
19.吴恩达《Machine Learning》精炼笔记 1:监督学习与非监督学习
https://mp.weixin.qq.com/s/sFp9iuphL7t35FvBHgaxhg
https://mp.weixin.qq.com/mp/appmsgalbum?__biz=MzIwOTc2MTUyMg==&action=getalbum&album_id=1560447478422880257&scene=173&from_msgid=2247507430&from_itemidx=2&count=3&uin=&key=&devicetype=Windows+10+x64&version=63010029&lang=zh_CN&ascene=1&fontgear=2
课程主页:https://www.coursera.org/learn/machine-learning/
完整中文笔记(pdf、word、markdown版本)、中英文字幕离线视频、复现的python作业:https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
在线笔记:http://www.ai-start.com/ml2014/
课后作业(Python 版本):https://github.com/nsoojin/coursera-ml-py
课后作业(Jupyter 版本):https://github.com/kaleko/CourseraML
20.梯度下降—Python实现
https://mp.weixin.qq.com/s/Ju0YNYUK9rP39NXB4S6vtQ
21.cs223w-图机器学习课程视频、ppt下载地址
视频在线观看地址:https://www.bilibili.com/video/av73701777?p=1 课程ppt下载地址:http://web.stanford.edu/class/cs224w/index.html#content
22.EndNote教程|悬挂缩进以及缩进距离格式设置
https://mp.weixin.qq.com/s/c2vK3hKjGvKjElklhB9I-w
EndNote所有教程目录:https://mp.weixin.qq.com/s/xfsiC8tP11KNzXZg5yliYg
23.PyTorch专栏
https://mp.weixin.qq.com/mp/appmsgalbum?action=getalbum&__biz=MzAxMjMwODMyMQ==&scene=1&album_id=1342810631497662465&count=3&uin=&key=&devicetype=Windows+10+x64&version=63010029&lang=zh_CN&ascene=1&fontgear=2
24.funcy这个库,堪称 Python 编程的瑞士军刀!
https://mp.weixin.qq.com/s/a_phmcfPb5HEBodc4wpkJg
本文示例文件已上传至Github
仓库:https://github.com/CNFeffery/DataScienceStudyNotes
官方文档进行查看 https://funcy.readthedocs.io/en/stable/
25.当这位70岁的Hinton老人还在努力推翻自己积累了30年的学术成果时,我才知道什么叫做生命力(附Capsule最全解析)
https://mp.weixin.qq.com/s/lvpmG4tlZTwcXrBbd5Dqug
《浅析Hinton最近提出的Capsule计划》:https://zhuanlan.zhihu.com/p/29435406
论文:https://arxiv.org/abs/1710.09829
26.太香了!Python 50 个正则表达式写法
https://mp.weixin.qq.com/s/GtfNMBXjo2F-kPHETTM4tA
机器学习:https://mp.weixin.qq.com/mp/appmsgalbum?action=getalbum&album_id=1338575584816988161&__biz=MzI2NjY5NzI0NA==&scene=21&uin=&key=&devicetype=Windows+10+x64&version=63010029&lang=zh_CN&ascene=1&fontgear=2
27.Markdown中输入数学公式及LaTex常用数学符号整理
https://mp.weixin.qq.com/s/caLmu6Ripw3Rtsk7VRrejQ
http://liyangbit.com/latex/jupyter-latex/
http://liyangbit.com/
28.Jupyter notebook快速入门教程(推荐)
https://www.jb51.net/article/186728.htm
https://mp.weixin.qq.com/s/3d1Blm2aJd0YLhF3H7TTBA
https://mp.weixin.qq.com/s/YfaIOMyW5frHsjXTHsWidw
https://mp.weixin.qq.com/s/E42ncDJD1us3VuA8moI9tw
https://mp.weixin.qq.com/s/ntGOCwvqo_7NLd1lZfia2g
https://jingyan.baidu.com/article/c843ea0bf642f877931e4aaf.html
29.PPT科研特训营视频回放
【第一天回放】b站地址:https://b23.tv/gPxupY 【第二天回放】b站地址:https://b23.tv/h4lXGJ 【第三天回放】b站地址:https://b23.tv/2njdKo
30.30个Python常用极简代码,拿走就用
https://mp.weixin.qq.com/s/HezY2arIe4bPmxc96yPpnA
31.太棒了!Jupyter与PyCharm完美融合,Jupytext来啦!
https://mp.weixin.qq.com/s/gT8o7E_JQkLVsqTzymo5rQ
https://github.com/mwouts/jupytext
32.请收藏,Linux 运维必备的 40 个命令总结,收好了
https://mp.weixin.qq.com/s/KKNeSTTqT7j9yT8v-YuHig
33.LaTeX排版入门的正确姿势:
https://zhuanlan.zhihu.com/p/106145259