"Python Machine learning and practice – from scratch to the road to Kaggle race" very basicThe main introduction of Scikit-learn, incidentally introduced pandas, NumPy, Matplotlib, scipy.The code of this book is based on python2.x. But most can adapt to python3.5.x by modifying print ().The provided code uses Jupyter Notebook by default, and it is recommended to install ANACONDA3.The best is to https://www.
: Network Disk DownloadContent Profile ...This book is intended for all readers interested in the practice and competition of machine learning and data mining, starting from scratch, based on the Python programming language, and gradually leading the reader to familiarize themselves with the most popular machine learning, data mining and natural language processing tools without involving a large number of mathematical models and complex programming k
Python projects worth learning and python Projects
This website organized 2014 worth a learning pytho project, http://pycoders.com/2014/
Project resources are all on github, which is essential for python programmers.
As a plan for 2015. First list, then check the number
If you like Python, several open-source projects that you don't know about, python open-source projects1. Trac
Trac has powerful bug management functions and integrates Wiki for document management. It also supports the code management tool Subversion, so that you can easily refer to the program source code in bug Management and Wiki.
Trac has a powerful plug-i
focusing solely on solving a particular case, we should focus on the general impact of the developer's productivity on the final product performance, especially in an enterprise-wide environment.C + + vs Python,. The comparison of the two languages under the same output.Given enough time, a disciplined developer will only write accurate and efficient software in the form of the following argument:
Design a software that accomplishes the task
We know that for the Python project, we just need to specify plugin as Python in our snapcraft.yaml to download the python version specified in Snapcraft for the Python project. But for some projects, our developers may need a specific P
, multi-threaded communication or event notification, multiple processes) in concurrent programming through 6 subsections: 8-1 How to use multithreading 8-2 how to communicate between threads 8-3 how to do event notification between thread 8-4 how to use thread local data 8-5 How to use thread pool 8-6 how to use multi-process ...The 9th chapter of the use of decorative techniques advanced trainingUsing 6 bars to improve the use of adorners: 9-1 How to use the function adorner 9-2 how to save me
sources, store the target address, The source servers (Nntpsource and Simplewebsource) and the classes that write the news (Plaindestination and htmldestination) are then called separately. So I can see from here that Nntpsource is specifically used to get the information on the news server, and Simplewebsource is to get the data on a URL. The role of Plaindestination and Htmldestination is obvious, the former is used to output the obtained content to the terminal, the latter is to write data i
On zhihu, I saw some high-end projects in C ++ and Java. Recently I am looking at Python. So I also want to ask which high-end projects are there in Python? What are the top projects in java? What are the top projects in C ++? Whi
Objective:Regardless of learning the language is hoping to make the actual things, the actual thing is certainly the project, do not say that everyone knows to learn programming language must do project.Here's a list of 70 Python combat projects, complete with detailed tutorials, where you can choose what you want to do for reference learning practiced hand, and you can also find inspiration to do your own
, the output log content, and so on. For more details on stubs and mocks I recommend Martin folwer this article: Mocks aren ' t stubs.Test toolsIn Python, the UnitTest framework of the class XUnit itself is very simple to use, such as the following is a very simple test case:?It's already easy to use, but Python's little buddy still thinks he's too wordy and slow, so you'll find Pytest is a popular library.PytestPytest as a unit test framework, the us
Python financial application programming for big Data projects (data analysis, pricing and quantification investments)Share Network address: https://pan.baidu.com/s/1bpyGttl Password: bt56Content IntroductionThis tutorial introduces the basics of using Python for data analysis and financial application development.Starting with introducing simple financial applic
A module is a function extracted to a file. This allows your to import the function and use it with any other code, may write. You'll learn how to create modules, import them, and make them stand-alone as you learn what if __name__ == “__main__” means in Python.If we excute the file in REPL, __bname__ are __main__, if we import the file as module, __name__ is file name.defTotal (n): Tax_rate=. 07returnn * tax_rate +NdefTax_amount (n): Tax_rate=. 07returnn *tax_rate#provide a standalone -on-the-u
work.Like DocBook, Sphinx can be seen as a separate tool for text formatting and text editing.The official documentation for Python is written through this tool.5.MoinmoinWikiMoinMoin is a python-based wiki engine program that supports multilingual features including Chinese.
Use files completely to store content without using a database
Implements all Wiki specifications,Unicode encoding supp
A good open-source project will be of great help to everyone. I hope you can recommend a good open-source project suitable for Python learning. It should not be too large as far as possible, in addition, open-source projects with clear structures will be of great help to everyone in learning. I hope you will recommend a good open-source project suitable for Python
so many projects in the document, Flask is indeed a good write, of course, Django is also good, but its documentation is too artificial modification, from the source of the restore degree is not so high. So here I take Flask as an example to see how open source projects are annotated and documented.To understand the nature first try again, not too much trouble, will Flask source clone down, just need to us
The Python language is easy to learn and highly developed, and the open source projects developed in the Python language are highly active, and the five most active open source projects currently in Python are described below:1.) The first of all, of course, is the Google Op
/2009-06-01xhtml2pdfXhtml2pdf uses projects such as reportlab/html5lib/pypdf to convert HTML/XHTML/XHML into PDF documents. Support for HTML 5 and CSS 2.1 and some CSS 3 ... official website:http://www.xhtml2pdf.com/2009-06-01pypdfPypdf This is a pure Python toolkit for building PDFs ... Official website:http://pybrary.net/pyPdf/2009-06-01YMLYML (why a Markup language?!) are an easy Language to compile into
Recently, I have been using Python to implement some automated processing, hoping to be more in-depth in Python. I hope you can recommend some interesting Python projects on github. Of course, they are not limited to github's recent use of Python to implement some automated
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