python 工具包总结
来源:互联网 发布:java静态网页 编辑:程序博客网 时间:2024/04/30 16:39
Python Basic Modules
ref: http://kenanbek.me/post/guide-to-python-data-mining-data-analysis-and-data-visualisation-with-tutorials-and-samples/
- numpy – Numerical library
- scipy – Advanced math, signal processing, optimization, statistics
- matplotlib – Python plotting, Matplotlib
- iPython – Interactive console with IDE-like features, that makes data– mining tasks much more efficient
- theano – Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently
Machine Learning and Data Mining:
- MDP – A collection of supervised and unsupervised learning algorithms
- mlpy – Machine Learning Python
- NetworkX – For graph analysis
- Orange – Open source data visualization and analysis for novice and experts
- pandas – Python Data Analysis Library
- pybrain – Modular Machine Learning Library for Python
- scikits-learn – Classic machine learning algorithms – Provide simple an efficient solutions to learning problems
Natural Language:
- NLTK – Natural Language Toolkit
- gensim – Python library designed to automatically extract semantic topics from documents, as efficiently (computer-wise) and painlessly (human-wise) as possible
For web scraping:
- Scrapy – An open source web scraping framework for Python
- urllib/urllib2 – Functions and classes which help in opening URLs (mostly HTTP) in a complex world — basic and digest authentication, redirections, cookies and more
- Beautiful Soup – Library designed for quick turnaround projects like screen-scraping
Big data:
- mrjob – Lets you write MapReduce jobs in Python 2.6+ and run them on several platforms
Books
A Programmer’s Guide to Data Mining – A guide to practical data mining, collective intelligence, and building recommendation systems by Ron Zacharski
Python for Data Analysis – Data Wrangling with Pandas, NumPy, and IPython
Python文本网络分析工具包textplot
资料:
- https://github.com/davidmcclure/textplot
- http://dclure.org/essays/mental-maps-of-texts/
- http://pan.baidu.com/s/1ntzdM57
- python 工具包总结
- python 工具包总结
- Python机器学习工具包
- Python工具包安装
- Python 安装各种工具包
- Python之爬虫工具包
- Python apk工具包
- python 金融工具包
- 线程同步工具包总结
- Python爬虫/文本处理/科学计算/机器学习——工具包总结
- Python爬虫/文本处理/科学计算/机器学习——工具包总结
- python几个工具包的安装
- python数据挖掘领域工具包
- python数据挖掘领域工具包
- 主题模型Python工具包:Gensim
- python数据挖掘领域工具包
- python数据挖掘领域工具包
- python数据挖掘领域工具包
- 一款实用工具:免费短信验证码SDK
- 欢迎使用CSDN-markdown编辑器
- 图文详解YUV420数据格式
- 文件特殊权限:SUID,SGID,SBIT
- svn cleanup失败,显示Working Copy……
- python 工具包总结
- error LNK2019: 无法解析的外部符号 "class std::vector<class std::basic_string<char,struct std::char_traits<cha
- SQL语句去掉重复的记录
- Java Thread 总结
- 用起来超爽的Maven——进阶篇
- MySQL 数据类型
- GDB十分钟教程
- USB HID介绍
- 陈怡暖:黄金再创新高,但追多需谨慎