ego008 avatar

Google’s Python Class

🕖 by ego008

简单的入门教程 https://developers.google.com/edu/python/

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共2条关于"Google’s Python Class"的评论

ego008 avatar
#1 ego008 回复

另附 http://www.codecademy.com/tracks/python

Numpy: 给Python带来多维数组与处理数组的函数集 Scipy: 在Numpy的基础上添加许多科学计算函数库 Matplotlib: Python上最著名的2D绘图库 scikit-learn:Python机器学习库 pandas: Python数据分析库

ego008 avatar
#2 ego008 回复

Python 数据挖掘推荐模块

best python modules for machine learning, data mining, natural language processing, network analysis, and web scraping

This list is my summary of Quora question What are the best Python 2.7 modules for data mining?

Basics:

numpy - numerical library, numpy.scipy.org/ scipy - Advanced math, signal processing, optimization, statistics, www.scipy.org/ matplotlib, python plotting - Matplotlib, matplotlib.org

Machine Learning and Data Mining:

MDP, a collection of supervised and unsupervised learning algorithms, pypi.python.org/pypi/MDP/2.4 mlpy, Machine Learning Python, mlpy.sourceforge.net NetworkX, for graph analysis, networkx.lanl.gov/ Orange, Data Mining Fruitful & Fun, biolab.si pandas, Python Data Analysis Library, pandas.pydata.org pybrain, pybrain.org scikits-learn - Classic machine learning algorithms - Provide simple an efficient solutions to learning problems, scikit-learn.org/stable/

Natural Language:

NLTK, Natural Language Toolkit, nltk.org

For web scraping:

Scrapy, An open source web scraping framework for Python scrapy.org urllib/urllib2

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