First, the visualization method
Bar chart
Pie chart
Box-line Diagram (box chart)
Bubble chart
Histogram
Kernel density estimation (KDE) diagram
Line Surface Chart
Network Diagram
Scatter chart
Tree Chart
Violin chart
Square Chart
Three-dimensional diagram
Second, interactive tools
Ipython, Ipython Notebook
plotly
Iii. Python IDE Type
Pycharm, specifying a Java swing-based user interface
PyDev, SWT-based
Comprehensive Learning Path–data Science in PythonJourney from a python noob to a kaggler on PythonSo, you want to become a data scientist or May is you is already one and want to expand your tool repository. You are landed at the right place. The aim of this page was to provide a comprehensive learning path to people new to Python for data analysis. This path provides a comprehensive overview of steps the need to the use of the Python for data analysis. If you already has some background, or do
, Ukraine to get a idea of how useful Python could Be.Step 1:setting up your machinenow that you had made up your mind, it was time to set up your machine.the easiest Toproceed (start) is to Justdownload Anaconda from Continuum.io. It comes packaged with most of the things you'll need ever. The Majordownside (downtrend) of taking Thisroute (route) is so you'll need to wait for Continuum to update t
be.Step 1:setting up your machinenow that you had made up your mind, it was time to set up your machine.the easiest Toproceed (start) is to Justdownload Anaconda from Continuum.io. It comes packaged with most of the things you'll need ever. The Majordownside (downtrend) of taking Thisroute (route) is so you'll need to wait for Continuum to update their packages, even when there might is an update
Setup (cmdclass = {' BUILD_EX T ': Build_ext},
ext_modules = [Extension ("Calculate", ["Cythonfn.pyx"])]
)
$ python setup.py build_ext--inplace
Cython Annotations: Line of code more Yellow for "more calls to the" Python virtual machine, "
Add type Annotations
cdef unsigned int I, n
disable bounds checking
This article describes a new Python Library-Numba, which is more user-friendly in terms of computational performance.1. what is Numba? Numba is a library that compiles python code into local machine instructions at run time without forcing a drastic change to the normal Python code (explained later). Translation / magic is done using the LLVM compiler, which is developed by a fairly active open source community.Numba was originally developed by Continuum
This time to bring you python environment configuration analysis, Python environment configuration analysis of the considerations of what, the following is the actual case, take a look.
Are you going to learn Python to do data analysis, do you get into all sorts of trouble at the beginning?
What's the Python2 or the Python3?Why is it always wrong to install Python?How to install the tool kit?
Why do I need to install a bunch of other unknown tools before installing this tool?I believe most of t
operating system kernel to the memory, and isolinux. cfg is the configuration file that will be read by isolinux. bin.
Grub. conf is the configuration file read by grub, and grub is also the boot program
Mmtest and vmlinuz are system kernels that can be started, such as initrd. img is the disk image used for initialization. it contains a minimal system, including many basic directories such as/dev,/etc,/bin, and key init programs, responsible for driver loading and file system initialization.
C
Linux knowledge point Review: Environment Variable PATH, linux knowledge point path2.10 introduction to the PATHwhich command for Environment Variables
Which can view the path where the command is located. which queries the path through the following path:
[root@aminglinux-01 ~]# echo $PATH/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/root/bin
This path is separated by: If the command is in the above path, you do not need to enter the absolute path. The actual command is to operate through
minimal system, including many basic directories such as/dev,/etc,/bin, and key init programs, responsible for driver loading and file system initialization.
Contents of the images directory:
-R --. 2 root 372736 July 6 2012 efiboot. img-r --. 2 root 35997696 July 6 2012 efidisk. img-r --. 2 root 136585216 July 6 2012 install. imgdr-xr-x. 2 root 2048 July 6 2012 pxeboot-r --. 1 root 888 July 6 2012 TRANS. TBLAmong them, the most important thing is to guide the image file install. img (stage2.im
Conda is an open source package management system and environmental management system that can install multiple versions and dependencies of software packages and facilitate switching. Conda supports Linux,os X and Windows systems. Conda can be created for Python programs, but can be packaged and distributed with arbitrary software.
Conda contains all versions of Anaconda, Anaconda Server and Miniconda, and
This article directory
Introduction based on Anaconda tensorflow install 1 download Linux version of Anaconda installation package 2 Install Anaconda use Anaconda installation TensorFlow 1 establish a Conda computing environment 2 activation environment using Conda installation TensorFlow 3 Installation TensorFlow 4 Ho
this point, we can start with a simple start-up statement by opening the Python shell, starting with all Programs-->python-->python idle. This is a python-brought IDE, it is simple and fast, learning Python test or writing small software is very convenient, small footprint. As for the various package, can be installed according to the needs of their own projects. That in the management of the package, Anaconda really useful, the following will focus
Tags: linux sedSED powerful text Processing tool with a working flow of roughly the followingCommon Options Description
-e-f-h or--help display Help.-N or--quiet or--silent only show results after script processing.-V or--version displays version information.
Operation Command:
A: New, a can be followed by a string, and these strings will appear in a new line (the current next line) ~C: Replace, C can be followed by strings, these strings can replace the line between N1,N2
Installation InstructionsPlatform: Currently available on Ubuntu, Mac OS, WindowsVersion: GPU version, CPU version availableInstallation mode: PIP mode, Anaconda modeTips:
Currently supports python3.5.x on Windows
GPU version requires cuda8,cudnn5.1
Installation progress2017/3/4 Progress:Anaconda 4.3 (corresponding to python3.6) is being installed, deleted, nothing.2017/3/5 Progress:Anaconda 4.3 (corresponds to python3.6) getAnaconda
I 've recently seen many people on the internet struggle to make their own releases, so I took my notes and shared them with you.
Note: The Path/data/disk is the path of the CD. You can modify it according to your environment.
========================================================== ====================
Basic Process:
Customized RPM package
Modify comps. xml
Recompile comps. rpm
Regenerate hdlist
Create pkglist
Use buildinstall to process the installer
Use mkisofs to create an installation
This installation of the system is the Windows systemI. Python3, Anaconda and Python21, preparation tools: Python3, Python2 installation package can be downloaded directly from the official website Https://www.python.org/getit/,anaconda installation package download https://www.anaconda.com/2, Anaconda comes with Python3, want to install Python3 can choose Python
The contents of this article are as follows:
Download Adaconda install Adaconda install MinGW and configure MINGW-related environment Variables Anaconda installation path What are installed Pycharm Community free pycharm related shortcuts 1 run runing 2 debug Debu Gging
The UNIX system defaults to its own python, the Python executable is installed in the Usr/local/bin directory, and the library files are installed in the/usr/local/python directory
UN
Build Ubantu machine on VirtualBox, install Anaconda,java 8,spark,ipython Notebook, and WordCount example program with Hello World.
Build Spark EnvironmentIn this section we learn to build a spark environment:
Create an isolated development environment on an Ubuntu 14.04 virtual machine without affecting any existing systems
Installs Spark 1.3.0 and its dependencies.
Installing the Anaconda
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