首先比一般的python shell更方便一些 比如某些数据结构的pretty-printed,比如字典 更方便的,整段代码的copy,执行 并且可以兼容部分system shell , 比如目录浏览,文件操作等 Tab Completion 这个比较方便,可以在下面的case下,提示和补全未输入部分 a. 当前命名空间中的名字 b.对象或模块的属性和
some of which (like Bokeh and Altair) take advantage of modern web technology to create interactive visualizations that integrate well with the Jupyter notebook. Rather than use multiple visualization tools in this book, I decided to stick with matplotlib for teaching the fundamentals, ...
['Maria', 'Juan', 'Javier', 'Natalia', 'Pilar']] InIn [9]: names__interest = [] In [10]: for names in all_data: ...: enough_es = [name for name in names if name.count( ...: 'e') >=2] ...: names__interest.extend(enough_es) ...: In [11]: names__interest...
tools for integrating C/C++ and Fortran code useful linear algebra, Fourier transform, and random number capabilities Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to s...
Wes McKinney is a Nashville-based software developer and entrepreneur. After finishing his undergraduate degree in mathematics at MIT in 2007, he went on to do quantitative finance work at AQR Capital Management in Greenwich, CT. Frustrated by cumbersome data analysis tools, he learned Python and ...
This chapter will introduce Ethics in algorithm development and common tools that are used for data analysis. Ethics is an important consideration in developing Artificial Intelligence algorithms. The outputs of computers are derived from the data that are provided as input and the algorithms developed...
Visual Studio(Windows用户)的Python Tools; Spyder(免费),Anaconda附带的IDE; Komodo IDE(商业)。 因为Python的流行,大多数文本编辑器,比如Atom和Sublime Text 3,对Python的支持也非常好。 1.5 社区和会议 除了在网上搜索,各式各样的科学和数据相关的Python邮件列表是非常有帮助的,很容易获得回答。包括: ...
industries ranging from manufacturing and retail to high technology, finance, and healthcare, learning and accessing data analysis tools has remained a challenge. This pragmatic guide will help train you in one of the most important tools in the field - Python. Filled with practical case studies,...
The library contains convenience functions for data cleaning, feature selection & extraction, visualization, partitioning data for model validation, and versioning transformations of data.The library uses and is intended to be a helpful addition to common Python data analysis tools such as pandas, ...
Software Development Tools IPython支持Debug, %debug, 或%pdb,我一般不用debug,所以ignore Timing Code: %time and %timeit time是运行一次,而timeit是运行多次求平均值 Basic Profiling: %prun and %run -p python中提供cProfile来进行performance分析