TVP

# 27个机器学习小抄

1. 神经网络架构

http://www.asimovinstitute.org/neural-network-zoo/

2. 神经网络公园

https://docs.microsoft.com/en-us/azure/machine-learning/machine-learning-algorithm-cheat-sheet

3. SAS 算法流程图

SAS：我应该使用哪个机器学习算法?

http://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/

4. 算法总结

http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/

5. 机器学习算法指引

http://thinkbigdata.in/best-known-machine-learning-algorithms-infographic/

6. 算法优劣

https://blog.dataiku.com/machine-learning-explained-algorithms-are-your-friend

Python

1. 算法

https://www.analyticsvidhya.com/blog/2015/09/full-cheatsheet-machine-learning-algorithms/

2. Python 基础

3. Numpy

4. Pandas

5. Matplotlib

6. Scikit Learn

7. Tensorflow

https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks /1_Introduction/basic_operations.ipynb

8. Pytorch

https://github.com/bfortuner/pytorch-cheatsheet

1. 概率

http://www.wzchen.com/s/probability_cheatsheet.pdf

2. 线性代数

https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf

3. 统计学

http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf

4. 微积分

https://unsupervisedmethods.com/cheat-sheet-of-machine-learning-and-python-and-math-cheat-sheets-a4afe4e791b6

• 发表于:
• 原文链接http://kuaibao.qq.com/s/20180506A1123G00?refer=cp_1026
• 腾讯「腾讯云开发者社区」是腾讯内容开放平台帐号（企鹅号）传播渠道之一，根据《腾讯内容开放平台服务协议》转载发布内容。
• 如有侵权，请联系 cloudcommunity@tencent.com 删除。

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