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Python 大数据思维导图

时间:2013-06-14 11:38来源:www.linuxeye.com 编辑:admin 点击:
Python for big data 1 Basic stack 1.1 numpy 1.2 scipy 1.3 pandas 1.3.1 Python for Data Analysis by Wes McKinney 1.4 scikits image 1.5 scikits learn 1.6 scikits statsmodels 1.7 nltk 1.8 matplotlib 2 Newer packages 2.1 Numba 2.2 wiseRF 2.3 Bl
Python for big data
1 Basic stack
1.1 numpy
1.2 scipy
1.3 pandas
1.3.1 "Python for Data Analysis" by Wes McKinney
1.4 scikits image
1.5 scikits learn
1.6 scikits statsmodels
1.7 nltk
1.8 matplotlib
2 Newer packages
2.1 Numba
2.2 wiseRF
2.3 Blaze
3 Integrated platforms
3.1 Continuum.io
3.1.1 Anaconda
3.1.2 Wakari
3.2 PiCloud
3.2.1 Python + AWS
3.3 wise.io
3.3.1 MLaaS
3.3.1.1 RandomForest
3.4 ipython
3.4.1 Notebook
3.5 Orange
4 Visualization
4.1 matplotlib
4.2 Bokeh
4.2.1 ggplot for python
4.3 Mayavi
4.4 Nodebox
4.5 igraph
4.6 pandas
4.6.1 pandas.tools.rplot
4.7 Google APIs
4.7.1 googleVis
5 Data formats
5.1 Flat text
5.1.1 xreadlines
5.1.2 readLines
5.1.3 pandas
5.1.3.1 read_csv
5.1.3.2 read_fwf
5.1.4 xlrd/xlwt/xlutils
5.2 HDF5
5.2.1 PyTables
5.2.2 h5py
5.3 SQL
5.3.1 SQLAlchemy
5.3.2 pysqlite3
5.3.3 pyodbc
5.3.3.1 Vertica
5.3.3.2 Netezza
5.3.3.3 Teradata
5.4 NoSQL
5.4.1 MongoDB
5.4.1.1 PyMongo
5.4.2 CouchDB
5.4.2.1 couchdb-python
5.4.2.2 couchdbkit
5.5 JSON
5.5.1 Standard library
5.5.1.1 json
5.5.2 simplejson
5.6 XML
5.6.1 Standard library
5.6.1.1 xml
5.7 HBase
5.7.1 HappyBase
6 MapReduce
6.1 Hadoop interface
6.1.1 Hadoop Streaming
6.1.1.1 Hadoopy
6.1.1.2 example
6.1.1.3 dumbo
6.1.1.4 mrjob

Used and developed by Yelp

6.1.2 Pydoop
6.1.2.1 uses Hadoop Pipes
6.2 disco

Used and developed by Nokia

7 Glue
7.1 rpy2
7.1.1 R
7.2 PySpark
7.2.1 Spark
7.3 ipython
7.3.1 magic
7.3.1.1 R
7.3.1.2 SQL
7.3.1.3 matlab/octave
7.3.1.4 IDL
7.4 Jython
7.4.1 Java
7.5 boto
7.5.1 Amazon Web Services
8 GPU
8.1 NumbaPro
8.2 PyCUDA
9 Parallel
9.1 ipython
9.1.1 ipcluster
9.2 pp
9.3 dispy
10 Efficiency
10.1 Cython
11 Packages
11.1 PyPI
11.1.1 30686 packages
VIA: Python for big data

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标签:Python大数据
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