NumPy是Python专用于矩阵计算的包,底层函数主要用C语言编写。NumPy还是众多数据处理包的基石,比如 pandas 和 Sciki-Learn。 可见,想学好Python数据分析和机器学习,必须掌握NumPy。 我们先比较下NumPy和Python传统的数据运算,看两者的效率差别。 import numpy as np import time ## 列表运算 start = time.time() #...
check out Snyks Python cheatsheetTackling known vulnerabilities Once a vulnerability is found,project maintainers will typically include a fixif possiblein a future version,so keeping your dependencies up to date is generally a good way to stay on top of known security vulnerabilities.In some cases...
python cheatsheet.zip评分: pdf格式的python cheat sheet,详细介绍了python及其程序包的常用操作,包含Numpy, Pandas, Matplotlib, Keras, Scipy, Seaborn, Scikit-Learn, Jupyter Notebook, Bokeh等 python2019-06-27 上传大小:4.00MB 所需:9积分/C币
gto76/python-cheatsheet - Comprehensive Python Cheatsheet mitmproxy/mitmproxy - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. satwikkansal/wtfpython - What the f*ck Python? 😱 streamlit/streamlit - Streamlit — A faster way to build and share da...
Free Bonus:Click here to get our itertools cheat sheetthat summarizes the techniques demonstrated in this tutorial.
http://web.stanford.edu/class/cs224n/lecture_notes/cs224n-2017-review-differential-calculus.pdf CalculusOverview (readthedocs.io) http://ml-cheatsheet.readthedocs.io/en/latest/calculus.html 原文链接 https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-p...
链接: http://www.wzchen.com/s/probability_cheatsheet.pdf 线性代数 链接: https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf 统计学 链接: http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf 微积分 链接: http://tutorial.math.lamar.edu/getfile.aspx?file=B,41,...
链接: http://www.wzchen.com/s/probability_cheatsheet.pdf 线性代数 链接: https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf 统计学 链接: http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf 微积分 链接: http://tutorial.math.lamar.edu/getfile.aspx?file=B,41,...
https://github.com/bfortuner/pytorch-cheatsheet 数学 如果你真的想理解机器学习,那么你需要对统计学(特别是概率),线性代数和一定微积分知识有较好的把握。以下的速查表包括:你需要理解的主要机器学习算法相关的数学概念。 概率 来源: http : //www.wzchen.com/s/probability_cheatsheet.pdf ...
理解梯度(betterexplained.com)https://betterexplained.com/articles/vector-calculus-understanding-the-gradient/微分计算(Stanford CS224n)http://web.stanford.edu/class/cs224n/lecture_notes/cs224n-2017-review-differential-calculus.pdf计算方法概论(readthedocs.io)http://ml-cheatsheet.readthedocs.io/en/...