Hi there,
Today's post will throw light on how to install multiple python modules at a go. That is you only download one file, run it and have python interpreter installed together with other useful modules including: NumPy, SciPy, Matplotlib, guiqwt, PyQt, Spyder, IPython, etc.
All of these done with one single installation.
Before, I go on let me quickly go over the traditional way of installing python with other modules.
Here is how you usually do it:
1) Download python from the official website
2) Install it on your PC, then anytime you want to install a module you will use
3) easy install or pip to achieve the module installation.
OK. That is pretty good, but how about if you have many modules to install? Won't it be fantastic if you just have a file you run once and install all the necessary modules installed at once? That is the aim of this blog post.
Ok, you can also use the "requirements.txt" file to install multiple modules at a go, however you need some tech skills... as below;
Here are the boom ways for non-tech dudes. Designed for scientists, thanks to the integrated libraries NumPy, SciPy, Matplotlib, guiqwt, PyQt, Spyder, IPython, with another 340 packages available with a simple install.
I discovered four (4) decent ways to achieve this by using:-
1) Anaconda software
Anaconda includes Python (3.4.3, 3.3.5, 2.7.10, and/or 2.6.9), easy installation and updates of 150 pre-built and tested scientific and analytic Python packages including NumPy, Pandas, SciPy, Matplotlib, and IPython, with another 340 packages available with a simple “conda install packagename.” Anaconda includes development environments Jupyter and Spyder; integrated analysis environments Ipython, Spyder and Jupyter; graphical debugger Spyder; and editors Sublime Text 2 and PyCharm. Packages are regularly added. Anaconda is available for Linux, OS X and Windows, and is always proudly free and Open Source.
For a full list of all packages currently available in Anaconda, see the table below.
2) WinPython
WinPython is a free open-source portable distribution of the Python programming language for Windows XP/7/8, designed for scientists, supporting both 32bit and 64bit versions of Python 2 and Python 3.
3) Python(x, y)
Python(x,y) is a free scientific and engineering development software for numerical computations, data analysis and data visualization based on Python programming language, Qt graphical user interfaces and Spyder interactive scientific development environment.
With Python(x,y), one can do:
4) Enthought Canopy: Easy Python Deployment Plus Integrated Analysis Environment for Scientific Computing, Data Analysis and Engineering.
Enjoy!
Today's post will throw light on how to install multiple python modules at a go. That is you only download one file, run it and have python interpreter installed together with other useful modules including: NumPy, SciPy, Matplotlib, guiqwt, PyQt, Spyder, IPython, etc.
All of these done with one single installation.
Before, I go on let me quickly go over the traditional way of installing python with other modules.
Here is how you usually do it:
1) Download python from the official website
2) Install it on your PC, then anytime you want to install a module you will use
3) easy install or pip to achieve the module installation.
OK. That is pretty good, but how about if you have many modules to install? Won't it be fantastic if you just have a file you run once and install all the necessary modules installed at once? That is the aim of this blog post.
Ok, you can also use the "requirements.txt" file to install multiple modules at a go, however you need some tech skills... as below;
pip install -r requirements.txt
and in the requirements.txt file you put your modules in a list, with one item per line.
Django=1.3.1
South>=0.7
django-debug-toolbar
Here are the boom ways for non-tech dudes. Designed for scientists, thanks to the integrated libraries NumPy, SciPy, Matplotlib, guiqwt, PyQt, Spyder, IPython, with another 340 packages available with a simple install.
I discovered four (4) decent ways to achieve this by using:-
1) Anaconda software
Anaconda includes Python (3.4.3, 3.3.5, 2.7.10, and/or 2.6.9), easy installation and updates of 150 pre-built and tested scientific and analytic Python packages including NumPy, Pandas, SciPy, Matplotlib, and IPython, with another 340 packages available with a simple “conda install packagename.” Anaconda includes development environments Jupyter and Spyder; integrated analysis environments Ipython, Spyder and Jupyter; graphical debugger Spyder; and editors Sublime Text 2 and PyCharm. Packages are regularly added. Anaconda is available for Linux, OS X and Windows, and is always proudly free and Open Source.
For a full list of all packages currently available in Anaconda, see the table below.
2) WinPython
WinPython is a free open-source portable distribution of the Python programming language for Windows XP/7/8, designed for scientists, supporting both 32bit and 64bit versions of Python 2 and Python 3.
3) Python(x, y)
Python(x,y) is a free scientific and engineering development software for numerical computations, data analysis and data visualization based on Python programming language, Qt graphical user interfaces and Spyder interactive scientific development environment.
With Python(x,y), one can do:
- interactive calculations including for example 2D and 3D plotting or symbolic maths,
- simple functionnal programming (with MATLAB-like syntax) as well as powerful object-oriented programming,
- scientific projects development from the simplest script to the most sophisticated application thanks to Qt development framework and Spyder development environment,
- parallel computing on multicore/processors computers or even clusters (with Parallel Python),
And A lot more...
4) Enthought Canopy: Easy Python Deployment Plus Integrated Analysis Environment for Scientific Computing, Data Analysis and Engineering.
Package List
Name
|
Version
|
Summary
/ License
|
In
Installer
|
abstract-rendering Linux Mac
|
0.5.1
|
Rendering as a binning process /
3-clause BSD
|
|
1.1.0
|
Matrices describing affine
transformation of the plane. / BSD
|
||
0.7.3
|
A configurable sidebar-enabled
Sphinx theme / BSD
|
||
1.1.0
|
Convert text with ANSI color codes
to HTML. / GPLv3+
|
||
appscript Mac
|
1.0.1
|
Control AppleScriptable
applications from Python / Public-Domain
|
|
0.8.9
|
Bash tab completion for argparse.
Tab complete all the things! / Apache
|
||
1.3.4
|
abstract syntax tree for Python
with inference support. / LGPL
|
||
1.0.3
|
Community-developed python
astronomy tools / BSD
|
||
0.11.0
|
easy to access the Microsoft Azure
components / Apache License 2.0
|
||
1.3
|
Internationalization utilities /
BSD
|
||
basemap Linux Mac
|
1.0.7
|
Plot data on map projections with
matplotlib / PSF
|
|
0.9.0
|
columnar and compressed data
containers. / BSD
|
||
4.3.2
|
Screen-scraping library / PSF, MIT
|
||
0.11.0
|
Binstar command line client
library / BSD
|
||
0.10.5
|
Binstar build client. /
proprietary - Continuum Analytics, Inc.
|
||
1.65
|
Freely available tools for
computational molecular biology / BSD-like
|
||
0.8.1
|
efficient arrays of booleans -- C
extension / PSF
|
||
0.8.0
|
NumPy and Pandas interface to Big
Data / BSD
|
||
0.8.0
|
Blaze is the next generation of
NumPy / BSD
|
||
1.3.6
|
a replacement type with better
performance for modifying large lists / BSD
|
||
0.1.10
|
Blockspring api wrapper for Python
/ MIT
|
||
0.6.2
|
a compressed data container / BSD
|
||
0.9.0
|
Statistical and novel interactive
HTML plots for Python / 3-clause BSD
|
||
1.57.0
|
Boost provides free peer-reviewed
portable C++ source libraries. / Boost license
|
||
2.38.0
|
Amazon Web Services Library / MIT
|
||
1.0.0
|
Fast NumPy array functions written
in Cython. / Simplified BSD
|
||
1.1.4
|
binary diff and patch using the
BSDIFF4-format / BSD
|
||
4.1.4
|
scalable persistent object
containers / ZPL 2.1
|
||
14.05.14
|
Python package for providing
Mozilla's CA Bundle. / ISC
|
||
1.1.0
|
Foreign Function Interface for
Python calling C code / MIT
|
||
2.22
|
Fast HTML/XML Template Compiler. /
BSD-like
|
||
0.2.2
|
a dictionary that spills to disk /
BSD
|
||
chrpath Linux
|
0.13
|
Tool to edit the rpath in ELF
binaries / GPL2
|
|
4.0
|
A simple wrapper around optparse
for powerful command line utilities. / BSD
|
||
0.1.0
|
Click params for GeoJSON CLI. /
MIT
|
||
0.1.0
|
Extended pickling support for
Python objects / as-is
|
||
0.3.4
|
Command line client Library for
windows and posix / BSD
|
||
cmake Linux Mac
|
3.2.3
|
CMake is an extensible,
open-source system that manages the build process / 3-clause BSD
|
|
0.3.3
|
Cross-platform colored terminal
text. / BSD
|
||
3.14.1
|
cross-platform, Python-agnostic
binary package manager / BSD
|
||
1.1.0
|
A light weight conda interface
library / BSD
|
||
1.14.1
|
Commands and tools for building
conda packages / BSD
|
||
2.2.3
|
Provides a unified interface to
dealing with Conda environments. / BSD
|
||
5.0.6
|
Config file reading, writing and
validation / BSD
|
||
3.7.1
|
Code coverage measurement for
Python / BSD
|
||
0.9.1
|
provides cryptographic recipes and
primitives to Python developers / Apache
|
||
cssselect Linux Mac
|
0.9.1
|
cssselect parses CSS3 Selectors
and translates them to XPath 1.0 / BSD
|
|
0.9.1
|
utilities for working with CSV,
the king of tabular file formats / MIT
|
||
1.0.1
|
a light-weight Python OLAP
framework for data warehouses / MIT
|
||
7.43.0
|
tool and library for transferring
data with URL syntax / MIT/X
derivate
|
||
cvxopt Linux Mac
|
1.1.7
|
CVXOPT is a free software package
for convex optimization / GPL
|
|
cymem Linux Mac
|
1.11
|
Manage calls to calloc/free
through Cython / MIT
|
|
0.22.1
|
The Cython compiler for writing C
extensions for the Python language / Apache
|
||
0.7.3
|
Cython implementation of Toolz,
high performance functional utilities / BSD
|
||
0.6.0
|
Task scheduling and blocked
algorithms for parallel processing / BSD
|
||
0.4.5
|
A data description language / BSD
|
||
0.7
|
Super-fast, efficiently stored
Trie for Python / LGPLv2
|
||
0.96.003
|
reading/writing dBase, FoxPro, and
Visual FoxPro .dbf files / BSD
|
||
3.4.2
|
Better living through Python with
decorators / BSD
|
||
0.2.3
|
Serialize all of python (almost) /
3-clause BSD
|
||
1.8.2
|
Web framework that encourages
rapid development / BSD
|
||
0.6.2
|
Pythonic argument parser, that
will make you smile / MIT
|
||
0.12
|
Utilities for general- and
special-purpose documentation / Public-Domain, PSF, 2-clause BSD, GPLv3
|
||
0.6.5
|
Python exposure of the DyND
dynamic multi-dimensional array library / BSD
|
||
0.13
|
ECDSA cryptographic signature
library (pure python) / MIT
|
||
3.7.5.3
|
Compute positions of the planets
and stars / LGPL
|
||
1.3.0
|
rapid multi-Python deployment /
MIT
|
||
1.0.2
|
C implementation of Python 3
functools.lru_cache / MIT
|
||
5.2.0
|
Universal feed parser / MIT
|
||
1.5.1
|
Read and write spatial data files
/ BSD
|
||
2.3.0
|
the modular source code checker:
pep8, pyflakes and co / MIT
|
||
0.10.1
|
A microframework based on
Werkzeug, Jinja2 and good intentions / BSD
|
||
0.2.11
|
User session management for Flask
/ MIT
|
||
0.11
|
Simple integration of Flask and
WTForms / BSD
|
||
fontconfig Linux
|
2.11.1
|
Fontconfig is a library for
configuring and customizing font access / BSD
|
|
freeglut Linux
|
2.8.1
|
a completely OpenSourced
alternative to the OpenGL Utility Toolkit library. / MIT
|
|
freetype Linux Mac
|
2.5.2
|
A Free, High-Quality, and Portable
Font Engine / FreeType
License
|
|
0.14.3
|
Clean single-source support for
Python 3 and 2 / MIT
|
||
3.0.2
|
Backport of the concurrent.futures
package from Python 3.2 / BSD
|
||
1.11.2
|
Geospatial Data Abstraction
Library / MIT
|
||
0.10.3
|
Python framework for fast Vector
Space Modelling / LGPL
|
||
geos Linux Mac
|
3.3.3
|
GEOS is a C++ port of the Java
Topology Suite (JTS). / LGPL
|
|
0.4.7
|
Lightweight in-process concurrent
programming / MIT
|
||
gunicorn Linux Mac
|
19.1.0
|
WSGI HTTP Server for UNIX / MIT
|
|
2.5.0
|
Read and write HDF5 files from
Python. / 3-clause
BSD
|
||
1.8.15.1
|
HDF5 is a data model, library, and
file format for storing and managing data / BSD-like
|
||
1.0.0
|
a heap with decrease-key and
increase-key operations / BSD
|
||
1.3.0
|
composable, declarative data
structures for building complex visualizations / BSD
|
||
0.999
|
HTML parser based on the WHATWG
HTML specifcation / MIT
|
||
icu Linux Mac
|
54.1
|
/ MIT
|
|
2.0
|
Internationalized Domain Names in
Applications / BSD
|
||
1.7.1
|
python interface for databases,
NoSQL stores, Amazon S3, and large data files / proprietary - Continuum
Analytics, Inc.
|
||
3.2.0
|
Productive Interactive Computing /
BSD
|
||
0.24
|
Various helpers to pass trusted
data to untrusted environments and back. / BSD
|
||
1.0
|
Julian dates from proleptic
Gregorian and Julian calendars. / BSD
|
||
0.8.1
|
/ MIT
|
||
2.7.3
|
An easy to use stand-alone
template engine written in pure python. / BSD
|
||
0.8.4
|
using Python functions as pipeline
jobs / BSD
|
||
jpeg Linux Mac
|
8d
|
read/write jpeg COM, EXIF, IPTC
medata / Custom free software license
|
|
2.4.0
|
An implementation of JSON Schema
validation for Python / MIT
|
||
0.9.0
|
launch jobs, organize the output,
and dissect the results / BSD
|
||
launcher Mac Windows
|
1.0.0
|
Anaconda's application launcher /
proprietary - Continuum Analytics, Inc.
|
|
0.9.8.4
|
A strictly RFC 4511 conforming
LDAP V3 pure Python client. / LGPLv3
|
||
3.11.0
|
conda library, ie. conda with no
scripts / BSD
|
||
libdynd Linux Mac
|
0.6.5
|
Python exposure of DyND / BSD
|
|
libffi Linux
|
3.0.13
|
A portable foreign-function
interface library / MIT
|
|
1.11.2
|
Geospatial Data Abstraction
Library / MIT
|
||
4.3.3.1
|
libraries and data formats that
support array-oriented scientific data / MIT
|
||
libpng Linux Mac
|
1.6.17
|
libpng is the official PNG
reference library / libpng license
|
|
libsodium Linux Mac
|
0.4.5
|
a modern software library for
encryption, signatures, password hashing, etc. / MIT
|
|
libtiff Linux Mac
|
4.0.2
|
PyLibTiff: a Python tiff library /
BSD-like
|
|
libxml2 Linux Mac
|
2.9.2
|
The XML C parser and toolkit of
Gnome / MIT
|
|
libxslt Linux Mac
|
1.1.28
|
Libxslt is the XSLT C library
developed for the GNOME project / MIT
|
|
1.0
|
Line-by-line profiler / BSD
|
||
0.5.0
|
lightweight wrapper around basic
LLVM functionality / BSD
|
||
0.2.0
|
File based locks / BSD
|
||
lockfile Linux Mac
|
0.10.2
|
Platform-independent file locking
module / MIT
|
|
0.63.2
|
collection of low-level Python
packages and modules used by Logilab projects / LGPL
|
||
3.4.4
|
XML processing library combining
libxml2/libxslt with the ElementTree API / BSD
|
||
2.6.2
|
Python implementation of Markdown
/ BSD
|
||
2.3.0
|
Python implementation of Markdown
/ BSD
|
||
0.23
|
Implements a XML/HTML/XHTML Markup
safe string for Python / BSD
|
||
2.2
|
A JavaScript display engine for
mathematics that works in all browsers / Apache
|
||
1.4.3
|
Python plotting package / PSF-based
|
||
0.3
|
McCabe checker, plugin for flake8
/ MIT
|
||
3.3
|
a Python data processing
framework. / BSD
|
||
1.0.2
|
an HTML/XML templating engine / BSD-derived
|
||
menuinst Windows
|
1.0.4
|
cross platform install of menu
items / BSD
|
|
mingw Windows
|
4.7
|
minimalist development environment
for native Microsoft Windows applications / Public-Domain
|
|
0.5.1
|
The fastest markdown parser in
pure Python with renderer feature / BSD
|
||
1.0.1
|
A Python Mocking and Patching
Library for Testing / BSD
|
||
0.19
|
Python library for
arbitrary-precision floating-point arithmetic / BSD
|
||
0.4.6
|
MessagePack is an efficient binary
serialization format / Apache
|
||
1.0.0
|
A simple python multidispatch. /
MIT
|
||
0.4.7
|
Multiple dispatch / BSD
|
||
murmurhash Linux Mac
|
0.24
|
Cython .pxd files for some of the
MurmurHash 2 and 3 hash functions / Public-Domain
|
|
2.0.3
|
MySQL driver written in Python /
GPL2
|
||
nano Linux Mac
|
2.4.1
|
An enhanced clone of the Pico text
editor / GPL2
|
|
3.5.0
|
Sort lists naturally / MIT
|
||
ncurses Linux Mac
|
5.9
|
free software emulation of curses
in System V Release 4.0, and more / ncurses license
|
|
1.1.8
|
python/numpy interface to netCDF
library / MIT
|
||
1.9.1
|
Python package for creating and
manipulating graphs and networks / BSD
|
||
3.0.3
|
Natural Language Toolkit / Apache
|
||
node-webkit Mac Windows
|
0.10.1
|
calls Node.js modules from DOM and
enables a new way of writing applications / MIT
|
|
1.3.7
|
nose extends unittest to make
testing easier / LGPL
|
||
0.19.1
|
compiling Python code using LLVM /
BSD
|
||
2.4.3
|
Fast numerical expression evaluator
for NumPy / MIT
|
||
1.9.2
|
array processing for numbers,
strings, records, and objects. / BSD
|
||
0.5
|
Sphinx extension to support
docstrings in Numpy format / BSD
|
||
0.3.2
|
Data Migration for Blaze Project /
BSD
|
||
1.8.5
|
A Python library to read/write
Excel 2007 xlsx/xlsm files / MIT
|
||
openssl Linux Mac
|
1.0.1k
|
OpenSSL is an open-source
implementation of the SSL and TLS protocols / Apache-style
|
|
0.16.2
|
Powerful data structures for data
analysis, time series,and statistics / BSD
|
||
1.3.2
|
declarative Python programming
using Parameters / BSD
|
||
1.15.2
|
SSH2 protocol library / LGPL
|
||
0.3.2
|
Appendable key-value byte store /
BSD
|
||
1.6.2
|
comprehensive password hashing
framework supporting over 30 schemes / BSD
|
||
1.5.2
|
Load, configure, and compose WSGI
applications and servers / MIT
|
||
patchelf Linux
|
0.6
|
a small utility to modify the
dynamic linker and RPATH of ELF executables / GPL3
|
|
0.3.0
|
a library for describing
statistical models and building design matrices. / BSD
|
||
1.6.2
|
Python style guide checker / MIT
|
||
4.1.1
|
translucent persistent objects /
ZPL 2.1
|
||
pexpect Linux Mac
|
3.3
|
Pexpect allows easy control of
interactive console applications / ISC
|
|
2.8.2
|
Python Imaging Library (Fork) /
PIL license
|
||
7.0.3
|
PyPA recommended tool for
installing Python packages / MIT
|
||
0.9.1
|
The smartest command line
arguments parser in the world / BSD
|
||
3.6
|
Python Lex & Yacc / BSD
|
||
preshed Linux Mac
|
0.37
|
Cython hash table that trusts the
keys are pre-hashed / MIT
|
|
2.2.1
|
A cross-platform process and
system utilities module for Python / BSD
|
||
psycopg2 Linux Mac
|
2.6
|
Python-PostgreSQL Database Adapter
/ LGPL, BSD-like, ZPL
|
|
ptyprocess Linux Mac
|
0.4
|
Run a subprocess in a pseudo
terminal / ISC
|
|
1.4.27
|
library with cross-python path,
ini-parsing, io, code, log facilities / MIT
|
||
0.1.7
|
Offline IP address to Autonomous
System Number lookup module / BSD
|
||
0.6.1
|
bindings to picosat (a SAT solver)
/ MIT
|
||
2.14
|
C parser in Python / BSD
|
||
2.6.1
|
Cryptographic modules for Python.
/ Public-Domain
|
||
pycurl Linux Mac
|
7.19.5.1
|
PycURL -- cURL library module for
Python / LGPL, MIT
|
|
0.9.2
|
passive checker of Python programs
/ MIT
|
||
2.0.2
|
Pygments is a syntax highlighting
package written in Python / BSD
|
||
1.4.2
|
python code static checker / GPL
|
||
2.3.4
|
Markov Chain Monte Carlo sampling
toolkit / Academic Free License
|
||
2.8
|
Python driver for MongoDB / Apache
|
||
0.6.6
|
Pure-Python MySQL Driver / MIT
|
||
3.0.10
|
DB API Module for ODBC / MIT
|
||
3.1.1a1
|
Standard OpenGL bindings for
Python / BSD
|
||
3.1.1a1
|
Standard OpenGL bindings for
Python / BSD
|
||
0.15.1
|
Python wrapper module around the
OpenSSL library / Apache
|
||
2.0.3
|
Python parsing module / MIT
|
||
4.11.3
|
PyQt is a Python binding of the
cross-platform GUI toolkit Qt / Commercial, GPLv2, GPLv3
|
||
1.5.2
|
The Pyramid Web Framework, a
Pylons project / BSD
|
||
pyreadline Windows
|
2.0
|
A python implmementation of GNU
readline. / BSD
|
|
2.7
|
Python Serial Port Extension / PSF
|
||
pysnmp Linux Mac
|
4.2.5
|
A pure-Python SNMPv1/v2c/v3
library / BSD
|
|
pystan Linux Mac
|
2.6.3.0
|
PyStan provides an interface to
Stan / GPL3
|
|
3.2.0
|
brings together Python, HDF5 and
NumPy to easily handle large amounts of data / BSD
|
||
2.7.1
|
simple powerful testing with
Python / MIT
|
||
1.0
|
pytest plugin with mechanisms for
caching across test runs / MIT
|
||
1.0.6
|
pytest plugin to check PEP8
requirements / MIT
|
||
3.4.3
|
general purpose programming
language / PSF
|
||
2.4.2
|
Extensions to the standard Python
datetime module / BSD
|
||
2015.4
|
World timezone definitions, modern
and historical / MIT
|
||
2.2
|
pure python download utility /
Public-Domain
|
||
pywin32 Windows
|
219
|
Python extensions for Windows /
PSF
|
|
3.11
|
YAML parser and emitter for Python
/ MIT
|
||
14.7.0
|
zeromq bindings for Python / LGPL
and BSD
|
||
qt Linux Mac
|
4.8.6
|
Qt is a cross-platform application
and UI framework / LGPL
|
|
2.8.7
|
Package for Quandl API access /
MIT
|
||
1.2.2
|
Collection of persistent
(disk-based) queues / BSD
|
||
0.24.0
|
Read and write geospatial raster
datasets. / BSD
|
||
readline Linux Mac
|
6.2
|
provides line-editing and for
programs with a command-line interface / GPL3
|
|
redis Linux Mac
|
2.6.9
|
Redis is an open source, BSD
licensed, advanced key-value cache and store / 3-clause BSD
|
|
redis-py Linux Mac
|
2.10.3
|
Redis Python Client / MIT
|
|
3.2.0
|
The ReportLab Toolkit / BSD
|
||
0.6
|
A tiny LRU cache implementation
and decorator / BSD
|
||
2.7.0
|
Python HTTP for Humans / Apache
|
||
0.9.4
|
a python refactoring library / GPL
|
||
0.1.3
|
Run IPython notebooks from the
command line / BSD
|
||
2.0.4
|
sas7bdat file reader for Python /
MIT
|
||
scikit-bio Linux Mac
|
0.2.3
|
Data structures, algorithms and
educational resources for bioinformatics. / BSD
|
|
0.11.3
|
Image processing routines for
SciPy / 3-clause BSD
|
||
0.16.1
|
A set of python modules for
machine learning and data mining / 3-clause BSD
|
||
0.15.1
|
Scientific Library for Python /
BSD
|
||
0.6.0
|
statistical data visualization /
BSD
|
||
2.4.1
|
A library implementing the
'SemVer' scheme. / BSD
|
||
17.1.1
|
Easily download, build, install,
upgrade, and uninstall Python packages / PSF or ZPL
|
||
sh Linux Mac
|
1.11
|
full-fledged subprocess
replacement for Python / MIT
|
|
shapely Linux Mac
|
1.5.8
|
Geometric objects, predicates, and
operations / BSD
|
|
sip Linux Mac
|
4.16.5
|
/ GPL3
|
|
1.9.0
|
Python 2 and 3 compatibility utilities
/ MIT
|
||
1.2.0
|
provides 16 stemmer algorithms
generated from Snowball algorithms / BSD
|
||
1.3.1
|
Click params for GeoJSON CLI. /
MIT
|
||
1.0.1
|
SockJS python server
implementation on top of Tornado framework / MIT
|
||
spacy Linux Mac
|
0.85
|
Industrial-strength NLP /
Commercial, Trial, AGPLv3
|
|
1.3.1
|
Python documentation generator /
BSD
|
||
0.1.7
|
ReadTheDocs.org theme for Sphinx /
BSD
|
||
2.3.5.2
|
Scientific PYthon Development
EnviRonment / MIT
|
||
1.0.5
|
Database Abstraction Library / MIT
|
||
sqlite Linux Mac
|
3.8.4.1
|
implements a self-contained,
zero-configuration, SQL database engine / Public-Domain
|
|
0.1.15
|
A non-validating SQL parser module
for Python / BSD
|
||
0.6.1
|
Statistical computations and
models for use with SciPy / 3-clause BSD
|
||
1.22.2
|
Stripe python bindings. / MIT
|
||
0.7.6
|
SymPy is a Python library for
symbolic mathematics / 3-clause BSD
|
||
terminado Linux Mac
|
0.5
|
Terminals served to term.js using
Tornado websockets / BSD
|
|
theano Linux
|
0.7.0
|
Optimizing compiler for evaluating
mathematical expressions on CPUs and GPUs / BSD
|
|
thinc Linux Mac
|
1.76
|
Learn sparse linear models /
Commercial, GPLv2
|
|
tk Linux Mac
|
8.5.18
|
powerful but easy to learn dynamic
programming language / BSD-like
|
|
0.7.2
|
List processing tools and functional
utilities / BSD
|
||
4.2
|
Tornado is a Python web framework
and asynchronous networking library / Apache
|
||
1.3
|
Utility library for i18n relied on
by various Repoze and Pyramid packages / BSD
|
||
15.2.1
|
Twisted is an event-driven
networking engine for Python / MIT
|
||
1.33
|
Ultra fast JSON encoder and
decoder for Python / BSD
|
||
0.4.17
|
ASCII transliterations of Unicode
text / GPL2
|
||
unixodbc Linux
|
2.3.1
|
unixODBC is an open source project
that implements the ODBC API / LGPLv2
|
|
unxutils Windows
|
14.04.03
|
ports of common GNU utilities to
native Win32 / GPL3
|
|
util-linux Linux
|
2.21
|
Util-linux is a suite of essential
utilities for any Linux system / GPL2
|
|
1.0
|
A library for deferring decorator
actions / BSD
|
||
13.0.1
|
Virtual Python Environment builder
/ MIT
|
||
0.4.0.106.gf8a69d0
|
High performance interactive 2D/3D
data visualization. / 3-clause BSD
|
||
1.8.1
|
Library of web-related functions /
BSD
|
||
1.4.1
|
WSGI request and response object /
MIT
|
||
0.10.4
|
The Swiss Army knife of Python web
development / BSD
|
||
2.7.0
|
Fast, pure-Python full text
indexing, search, and spell checking library / BSD
|
||
2.0.2
|
A flexible forms validation and
rendering library for Python / BSD
|
||
0.9.3
|
Library for developers to extract
data from Microsoft Excel spreadsheet files / BSD
|
||
0.7.3
|
A Python module for creating Excel
XLSX files / BSD
|
||
xlwings Mac Windows
|
0.3.5
|
Make Excel fly. Interact with
Excel from Python and vice versa / 3-clause BSD
|
|
1.0.0
|
writing data and formatting
information to Excel files / BSD
|
||
0.5.1
|
N-D labeled arrays and datasets in
Python / Apache
|
||
xz Linux Mac
|
5.0.5
|
a free general-purpose data
compression software with high compression ratio / Public-Domain, GPL
|
|
yaml Linux Mac
|
0.1.6
|
a human friendly data
serialization standard for all programming languages / MIT
|
|
zeromq Linux Mac
|
4.0.5
|
a messaging system, or
"message-oriented middleware" / LGPL
|
|
1.2.8
|
A Massively Spiffy Yet Delicately
Unobtrusive Compression Library / zlib
|
||
4.1.2
|
Zope Deprecation Infrastructure /
ZPL 2.1
|
||
4.1.2
|
Interfaces for Python / ZPL 2.1
|
Enjoy!
Good collection of free Python distribution
ReplyDelete