by Christoph Gohlke, Laboratory for Fluorescence Dynamics, University of California, Irvine.
This page provides 32- and 64-bit Windows binaries of many scientific open-source extension packages for the official CPython distribution of the Python programming language.
The files are unofficial (meaning: informal, unrecognized, personal, unsupported, no warranty, no liability, provided "as is") and made available for testing and evaluation purposes.
If downloads fail reload this page, enable JavaScript, disable download managers, disable proxies, clear cache, and use Firefox. Please only download files as needed.
Most binaries are built from source code found on PyPI or in the projects public revision control systems. Source code changes, if any, have been submitted to the project maintainers or are included in the packages.
Refer to the documentation of the individual packages for license restrictions and dependencies
Many binaries depend on Numpy-MKL 1.8 and the Microsoft Visual C++ 2008 (x64, x86, and SP1 for CPython 2.6 to 3.2) or Visual C++ 2010 (x64, x86, for CPython 3.3 and 3.4) redistributable packages.
The binaries are compatible with the official CPython distribution on Windows >=6.0. Chances are they don't work with custom Python distributions included with Blender, Maya, ArcGIS, OSGeo4W, Cygwin, Pythonxy, Canopy, EPD, Anaconda, WinPython etc. Many binaries are not compatible with Windows XP or Wine.
The installers are ZIP or 7z files, which allows for manual or scripted repackaging or installation of the content.
The files are provided "as is" without warranty or support of any kind. The entire risk as to the quality and performance is with you.
- Index by date:
- pandas
- matplotlib
- greenlet
- cython
- pyzmq
- imread
- numba
- statsmodels
- pyvisa
- apsw
- sqlalchemy
- pillow
- bcolz
- psutil
- vlfd
- pyparsing
- pymc
- pywin32
- friture
- regex
- pymol
- orange
- python-ldap
- gmpy
- pymca
- pytools
- blender-mathutils
- requests
- jcc
- rpy2
- yt
- conda
- scientificpython
- shapely
- mercurial
- ipython
- rasterio
- fiona
- gdal
- opencv
- kwant
- pymunk
- simplejson
- pulp
- bioformats
- sfepy
- bokeh
- jpype
- intbitset
- astropy
- qutip
- lsqfit
- lmfit
- setuptools
- pygit2
- networkx
- twisted
- spyder
- pylibtiff
- javabridge
- quickfix
- six
- nltk
- lxml
- tornado
- mysqlclient
- scipy
- numpy
- numexpr
- rtree
- polygon
- pythonnet
- pycares
- scikit-learn
- netcdf4
- veusz
- psycopg
- sphinx
- pytz
- vispy
- dynd
- blaze
- scipy-stack
- nose
- libpython
- pyxml
- cvxopt
- pycuda
- basemap
- qimage2ndarray
- iminuit
- scons
- iris
- pgmagick
- enaml
- milk
- llvmpy
- pytables
- pymongo
- nlopt
- line_profiler
- libsbml
- pysqlite
- mahotas
- pyfits
- patsy
- certifi
- pycurl
- kiwisolver
- mxbase
- python-lz4
- blosc
- meshpy
- docutils
- cffi
- scikit-image
- lp_solve
- pyeda
- pystemmer
- yappi
- pyopengl
- pyrxp
- visvis
- h5py
- pymvpa
- cartopy
- natgrid
- cellcognition
- python-levenshtein
- ecos
- pyicu
- msgpack
- reportlab
- pyfmi
- assimulo
- nitime
- mako
- jinja2
- pyephem
- biopython
- pyopencl
- mod_wsgi
- cx_freeze
- ets
- pyviennacl
- backports
- virtualenv
- pip
- atom
- markupsafe
- vitables
- mpi4py
- quantlib
- gevent
- pyaudio
- steps
- mmtk
- pyminuit
- smc.freeimage
- pyside
- guiqwt
- vtk
- pyqwt
- pyqt4
- pyhdf
- openimageio
- libsvm
- pyyaml
- pycifrw
- pygame
- videocapture
- pythonmagick
- pyvrml97
- openglcontext
- zope.interface
- blist
- aspell-python
- ode
- pycluster
- cdecimal
- noise
- scikits.odes
- scikits.umfpack
- scikits.ann
- scikits.vectorplot
- curses
- mysql-python
- oursql
- pymssql
- libtfr
- htseq
- pyfftw
- sympy
- marisa-trie
- ffnet
- polymode
- slycot
- ta-lib
- pymutt
- bsdiff4
- pyfltk
- pyisapie
- pycparser
- pybluez
- openbabel
- pysfml
- pywavelets
- python-igraph
- pyserial
- ujson
- rtmidi-python
- kivy
- nipype
- pydde
- llist
- pymix
- dipy
- bio_formats
- bottleneck
- fastcluster
- la
- pyspharm
- cgkit
- planar
- ceodbc
- scipy-cluster
- pyhook
- pyproj
- sparsesvd
- simpleitk
- pyalembic
- faulthandler
- casuarius
- coverage
- twainmodule
- python-snappy
- vigra
- theano
- boost.python
- liblinear
- bitarray
- pyodbc
- pycosat
- pygments
- python-dateutil
- pycairo
- py2exe
- thrift
- fonttools
- pylibdeconv
- fipy
- tinyarray
- pyshp
- carray
- pysparse
- nipy
- bazaar
- pygraphviz
- babel
- pyamg
- umysql
- scikits.samplerate
- scikits.scattpy
- scikits.hydroclimpy
- scikits.delaunay
- autopy
- libxml-python
- pyusb-ftdi
- mmlib
- cellprofiler
- pyreadline
- py-fcm
- liblas
- vpython
- scikits.audiolab
- nibabel
- py-postgresql
- pyamf
- holopy
- pyropes
- epydoc
- cheetah
- pywcs
- python-sundials
- pylzma
- openexr
- dpmix
- cld
- mdp
- pycogent
- jsonlib
- silvercity
- console
- python-cjson
- pytst
- sendkeys
- pydbg
- pyglet
- python-lzo
- delny
- pyexiv2
- ilastik
- scitools
- trfit
- re2
- cgal-python
- pymedia
- pyfftw3
- pymex
- pymatlab
- zodb3
- pygtk
- numeric
- nmoldyn
- iocbio
- wxpython
- pybox2d
- mmseg
- pynifti
- scikits.timeseries
- numscons
- visionegg
-
- APSW is another Python SQLite wrapper.
- Aspell-python bindings for GNU Aspell.
Using the LyX fork.
- Assimulo is a package for solving ordinary differential equations.
Requires numpy-mkl.
- Astropy is a core package for astronomy.
- Atom, memory efficient Python objects.
- AutoPy is a GUI automation toolkit.
- Babel, tools for internationalizing Python applications.
- Backports provide newer Python features and bug fixes to older versions of Python.
- Basemap is a matplotlib toolkit for plotting 2D data on maps based on GEOS.
- Bazaar is a version control system.
- Bcolz provides columnar and compressed data containers.
- Bio_formats (experimental) is a JCC generated wrapper for the Bio-Formats and SCIFIO Java libraries.
Requires Java SE 7 and JVM.DLL in the PATH.
- Bioformats read and write life sciences file formats using Bio-Formats.
Requires javabridge.
- Biopython is a set of tools for biological computation.
- Bitarray provides an object type which efficiently represents an array of booleans.
- Blaze is the next generation of NumPy.
- Blender-mathutils provide access to matrices, Eulers, quaternions and vectors.
- Blist is a list-like type with better performance for large lists.
- Blosc is a high performance compressor optimized for binary data.
- Bokeh is an implementation of the Grammar of Graphics for output to the HTML5 Canvas.
- Boost.Python enables seamless interoperability between C++ and Python.
- Bottleneck provides fast NumPy array functions written in Cython.
- Bsdiff4, binary diff and patch using the BSDIFF4-format.
- Carray, a chunked data container that can be compressed in-memory.
- Cartopy is a library providing cartographic tools.
- Casuarius, bindings for the Cassowary constraint solving toolkit.
- Cdecimal is a package for correctly-rounded arbitrary precision decimal floating point arithmetic.
- CellCognition is an image analysis framework for fluorescence time-lapse microscopy.
Requires numpy-mkl, scipy, matplotlib, pyqt4, libsvm, vigra, qimage2ndarray, h5py, pandas and scikit-learn.
- CellProfiler is software for quantitative analysis of biological images.
Requires numpy-mkl, scipy, matplotlib, wxpython, h5py, vigra, mysqldb, pillow and the JavaDK.
Run CellProfiler.py from the Python scripts directory.
- ceODBC enables access to databases using the ODBC API.
- Certifi provides Mozilla's CA Bundle.
- Cffi is a Foreign Function Interface for calling C code.
Requires pycparser.
- CGAL-Python are bindings for the Computational Geometry Algorithms Library.
- Cgkit, the Computer Graphics Kit, is useful for dealing with 3D data of any kind.
- Cheetah is a template engine and code generation tool.
- CLD wraps Chromium's Compact Language Detector library.
- Conda is a cross-platform, Python-agnostic binary package manager.
Requires pyyaml, pycosat, and requests.
- Console provides a simple console interface.
- Coverage measures code coverage of programs during test execution.
- Curses is an extension based on the PDCurses library.
Unicode characters are not supported.
- CVXOPT (experimental non-MKL icl build) is a package for convex optimization.
Includes GSL, FFTW, and GLPK w/ MPIR modules.
Requires numpy-mkl.
- cx_Freeze is a set of scripts and modules for freezing Python scripts into executable.
- Cython is a language for writing Python C extensions.
- Delny creates N-dimensional Delaunay triangulations using libqhull.
- Dipy is a toolbox for analysis of MR diffusion imaging.
- Docutils processes plaintext documentation into HTML, LaTeX, man-pages, open-document or XML.
- Dpmix is a library for fitting massive mixture models.
- DyND (experimental), bindings to the libdynd C++ dynamic ndarray library.
- Ecos, Embedded Conic Solver.
- Enaml is a programming language and framework for creating user interfaces with minimal effort.
Requires atom, kiwisolver, pyqt4, and PLY.
- Epydoc is a tool for generating module API documentation.
- ETS, the Enthought Tool Suite, is a collection of components for building scientific applications.
Includes Traits, Chaco, etc. and Mayavi, which requires VTK-5.10.1.
- Fastcluster provides fast hierarchical clustering routines.
- Faulthandler displays the Python traceback on a crash.
- Ffnet is a feed-forward neural network.
- Fiona is OGR's neater API.
Requires gdal.
- FiPy is a finite volume PDE solver.
Requires pysparse.
- FontTools is a library for manipulating fonts (Python 3 source).
- Friture is a program designed to analyze audio input in real-time.
Requires numpy, pyaudio, pyqt4, pyqwt, and pyopengl.
- GDAL, the Geospatial Data Abstraction Library, is a translator library for raster geospatial data formats.
Requires VCredist SP1.
This distribution includes a complete GDAL installation. Do not use together with OSGeo4W or gdalwin32.
- Gevent is a coroutine-based networking library based on greenlet and libevent.
- GMPY supports fast multiple-precision arithmetic.
Wraps the MPIR, MPFR, and MPC libraries.
- Greenlet allows lightweight in-process concurrent programming.
- GuiQwt is an efficient 2D plotting library.
Requires pyqwt.
- H5py is a general-purpose interface to the HDF5 library.
- HoloPy is a tool for working with digital holograms and light scattering.
- HTSeq provides infrastructure to process data from high-throughput sequencing assays.
- Ilastik is an interactive learning and segmentation toolkit.
- Iminuit is an interactive mimizer based on MINUIT.
- Imread reads images into numpy arrays.
- intbitset provides an intbitset data object.
- IOCBio, open-source software from the Laboratory of Systems Biology.
Requires numpy-mkl.
- IPython is an interactive computing environment.
Some functions require setuptools, pyzmq, tornado, pyreadline, pygments, markupsafe, jinja2, rpy2, pycairo, matplotlib, pyqt4 or pyside, and pandoc.
- Iris is a library for analysing and visualising meteorological and oceanographic data sets
Requires scipy, netcdf4-python, cartopy, shapely, udunits2 and other dependencies.
- Javabridge is a wrapper for the Java Native Interface.
- JCC is a C++ code generator that produces a C++ object interface wrapping a Java library via Java's Native Interface (JNI).
Users must adjust "jcc\config.py" for the target system.
- Jinja2 is a text templating engine.
Requires markupsafe.
- JPype allows full access to Java class libraries.
- Jsonlib is a JSON serializer/deserializer.
- Kivy is a library for developing multi-touch applications.
Requires pygame.
- Kiwisolver is an efficient implementation of the Cassowary constraint solving algorithm.
- Kwant, quantum transport simulations made easy.
Requires numpy-mkl and tinyarray.
- La aka larry, the labeled numpy array.
- LibLAS reads and writes the LiDAR (Light Detection And Ranging) format.
- LIBLINEAR is a library for large linear classification.
Requires numpy-mkl.
- Libpython installs the libpython??.a and libmsvcr??.a libraries to Python\libs.
For use with MinGW64/Rtools.
- libSBML reads, writes, manipulates, translates, and validates SBML (Systems Biology Markup Language) files and data streams.
- LIBSVM is a library for Support Vector Machines.
- Libtfr calculates multi-taper windowed and time-frequency reassignment spectrograms.
Requires numpy-mkl.
- Libxml-python are bindings for the libxml2 and libxslt libraries.
- Line_profiler is a line-by-line profiler.
- Llist provides linked list data structures.
- LLVMPy is a wrapper around the LLVM compiler library.
- Lmfit is a least-squares minimization with constraints.
- lp_solve is a Mixed Integer Linear Programming (MILP) solver.
- Lsqfit, utilities for nonlinear least-squares fits.
- Lxml is a binding for the libxml2 and libxslt libraries.
- Mahotas is a set of functions for image processing.
- Mako is a fast templating language.
- Marisa-trie provides static memory-efficient Trie-like structures.
- MarkupSafe implements a XML/HTML/XHTML Markup safe string.
- Matplotlib is a 2D plotting library.
Requires numpy, dateutil, pytz, pyparsing, six, setuptools, and optionally pillow, pycairo, tornado, wxpython, pyside, pyqt4, ghostscript, miktex, ffmpeg, mencoder, avconv, or imagemagick.
- MDP, the Modular toolkit for Data Processing.
- Mercurial is a fast scalable distributed SCM (revision control, version control) system.
- MeshPy offers quality triangular and tetrahedral mesh generation.
- Milk is a machine learning toolkit.
- mmLib, the Python Macromolecular Library.
- MMseg, Chinese word segmentation.
- MMTK, the Molecular Modelling Toolkit, is a library for molecular simulation applications.
- Mod_wsgi is a WSGI adapter module for the Apache HTTP Server 2.x.
Linked against the VS10 binaries from Apache Lounge.
- Mpi4py provides bindings of the Message Passing Interface (MPI) standard.
The msmpi builds require the HPC Pack 2012 R2.
The openmpi builds include OpenMPI 1.6.5 without romio.
- Msgpack, MessagePack, is an efficient binary serialization format.
- mxBase contains packages such as mxDateTime, mxTextTools, mxTools, etc.
- MySQL-python is a Python database API 2.0 interface for the MySQL database
Mysqlclient is a Python 3 compatible fork of MySQL-python.
- Mysqlclient is a fork of the MySQL-python interface for the MySQL database.
- Natgrid is an interface to the natgrid C library for gridding irregularly spaced data.
- NetCDF4 reads and writes NetCDF and HDF5 files.
- NetworkX is a package for complex networks.
- NiBabel, access a cacophony of neuro-imaging file formats.
- NIPY is for analysis of structural and functional neuroimaging data.
Requires numpy-mkl.
- Nipype, workflows and interfaces for neuroimaging packages.
- NiTime is a library for time-series analysis of data from neuroscience experiments.
- NLopt is a library for nonlinear optimization.
- NLTK, the Natural Language Toolkit.
Requires pyyaml.
- nMOLDYN is an interactive analysis program for Molecular Dynamics simulations.
- Noise generates Perlin/simplex noise.
- Nose extends unittest to make testing easier.
- Numba is a NumPy aware dynamic compiler.
Requires numpy-mkl and llvmpy.
- Numeric is deprecated, superseded by Numpy.
- Numexpr is a fast numerical array expression evaluator.
Requires numpy-mkl.
- NumPy is a fundamental package needed for scientific computing with Python
Numpy-MKL is linked statically to the Intel® Math Kernel Library.
Numpy-MKL includes the runtime libraries for Intel C++ and Fortran in the numpy.core directory.
- Numscons (obsolete) provides an alternative build system for numpy.
- ODE, the Open Dynamics Engine, is a high performance library for simulating rigid body dynamics.
- OpenBabel, the open source chemistry toolbox.
- OpenCV is a real time computer vision library.
Built with IPP, TBB, and OpenCL.
- OpenEXR are bindings for ILM's OpenEXR image file format.
- OpenGLContext is a testing and learning environment for PyOpenGL.
- OpenImageIO is a library for reading and writing images with emphasis on animation and visual effects.
Includes OpenColorIO.
- Orange is a machine learning and interactive data mining toolbox.
Requires pyqt4, pyqwt, and networkx.
- Oursql is a set of bindings for the MySQL database.
- Pandas is a cross-section and time series data analysis toolkit.
Requires numpy, dateutil, pytz, setuptools, and optionally numexpr, bottleneck, scipy,
matplotlib, pytables, lxml, statsmodels, sqlalchemy and other dependencies.
- Patsy is a package for describing statistical models and for building design matrices.
- Pgmagick is yet another wrapper for GraphicsMagick.
- Pillow is a replacement for PIL, the Python Image Library, which provides image processing functionality and supports many file formats.
Use `from PIL import Image` instead of `import Image`.
- Pip installs packages; an easy_install replacement.
- Planar is a 2D planar geometry library.
- Polygon handles polygonal shapes in 2D.
This library is free for non-commercial use only.
- Polymode performs modal analysis of microstructured optical fibers.
Requires numpy-mkl.
- Psutil provides information on running processes and system utilization.
- Psycopg is a PostgreSQL database adapter.
Built against PostgreSQL 9.3.
- PuLP is an LP modeler using the CoinMP library
Requires pyparsing.
- Py-fcm is a library for flow cytometry.
- Py-postgresql is a PostgreSQL driver and tools library.
- Py2exe converts Python scripts into executable Windows programs.
- PyAlembic provides bindings for the Alembic computer graphics interchange framework.
Includes OpenEXR PyIlmBase.
- PyAMF provides Action Message Format (AMF) support.
- PyAMG is a library of Algebraic Multigrid (AMG) solvers.
- PyAudio provides bindings for the PortAudio library.
Includes ASIO, DS, WMME, WASAPI, WDMKS support.
- PyBluez is a wrapper around system Bluetooth resources.
- PyBox2D is a 2D physics library based on Box2D.
- Pycairo is a set of bindings for the cairo graphics library.
These builds are not compatible with PyGTK.
- Pycares provides an interface to c-ares.
- PyCifRW provides support for reading and writing CIF files.
- PyCluster implements clustering methods for gene expression data analysis.
- PyCogent is a software library for genomic biology.
- Pycosat, bindings to the PicoSAT SAT solver.
- Pycparser is a complete parser for the C language.
- PyCUDA gives access to Nvidia's parallel computing API.
Requires pytools, matching CUDA Toolkit, compatible Nvidia driver, and MSVC compiler.
- PycURL is a interface to the libcurl library.
- PyDbg is a Win32 debugger interface.
Includes the pydasm disassembly library.
- PyDDE is a numerical solver for systems of delay differential equations (DDEs).
- PyEDA is a library for electronic design automation.
- PyEphem provides scientific-grade astronomical computations.
- Pyexiv2 provides bindings to the exiv2 library for image metadata.
- PyFFTW is a wrapper around the FFTW C library.
- PyFFTW3 are bindings to the FFTW C library.
- PyFITS provides an interface to FITS formatted files.
This package is now part of astropy.
- pyFLTK is a wrapper for the Fast Light Tool Kit cross-platform graphical user-interface library.
- PyFMI enables loading and interacting with Functional Mock-Up Units (FMUs).
Requires numpy-mkl, assimulo, lxml and scipy.
- Pygame is a library for writing games based on the SDL library.
- Pygit2 is a set of bindings to the libgit2 shared library.
- Pyglet is a cross-platform windowing and multimedia library using AVbin.
- Pygments is a generic syntax highlighter.
- PyGraphviz is an interface to the Graphviz graph layout and visualization package.
Requires graphviz-2.32.msi.
- PyGTK is a wrapper for the GTK+ library.
Requires the GTK+ 2.22 runtime.
- PyHDF is an interface to the NCSA HDF4 library.
- PyHook is a wrapper for global input hooks in Windows.
- PyICU wraps the ICU (International Components for Unicode) library.
- PyISAPIe is an ISAPI extension for IIS.
- PyLibDeconv is a wrapper for the deconv library.
Requires numpy-mkl.
- PyLibTiff is a package for reading and writing TIFF and LSM files.
- PyLZMA, bindings for the LZMA compression library.
- Pymatlab provides an interface to MATLAB(tm) 2011b.
- PyMC is a Markov chain Monte Carlo.
Requires numpy-mkl.
- PyMca is a toolkit for X-ray fluorescence data analysis.
- PyMedia is a module for media files manipulations.
- Pymex embeds Python in a MATLAB(tm) 2011b extension module.
- PyMinuit provides an interface to Minuit for minimizing general N-dimensional functions.
- PyMix implements algorithms and data structures for data mining applications.
Using GSL sources from B. Gladman.
All modules are in the pymix namespace, e.g. use `from pymix import mixture`.
- PyMOL (tm) is a molecular visualization product for rendering and animating 3D molecular structures.
PyMOL is a trademark of Schrodinger, LLC.
- Pymongo is a driver for the Mongo database.
- Pymssql is a simple MS SQL Python extension module based on FreeTDS.
- Pymunk is a 2d physics library built on top of Chipmunk.
- Pymutt implements a multi-taper Fourier spectral estimator.
Requires numpy-mkl.
- PyMVPA performs multivariate pattern analysis.
- PyNIfTI provides access to NIfTI and ANALYZE files.
- PyODBC is an Open Database Connectivity (ODBC) adapter.
- PyOpenCL gives access to the OpenCL parallel computing API.
Requires pytools, mako and an OpenCL 1.2 compatible driver (e.g. from Intel).
- PyOpenGL provides bindings to OpenGL, GLUT, and GLE.
- Pyparsing creates and executes simple grammars.
- Pyproj is an interface to the PROJ.4 library.
- PyQt4 is a set of bindings for the Qt4 application framework.
- PyQwt plots data with Numpy and PyQt.
Requires pyqt4.
- PyReadline is a ctypes-based readline for Windows.
- Pyropes, a scalable and efficient string implementation.
- pyRXP is a fast, validating XML Parser.
- PySerial encapsulates the access for the serial port.
- PySFML provides bindings for SFML 2, the Simple and Fast Multimedia Library.
- Pyshp reads and writes ESRI Shapefiles.
- PySide provides bindings for the Qt cross-platform application and UI framework.
- PySparse is a fast sparse matrix library.
Requires numpy-mkl.
- Pyspharm is a spherical harmonic transform module based on SPHEREPACK.
Requires numpy-mkl.
- Pysqlite is a DB-API 2.0 interface for SQLite databases.
- PyStemmer calculates stemmed forms of words.
- PyTables is a package for managing hierarchical datasets based on the HDF5 library.
Requires numexpr.
- Python-cjson implements a very fast JSON encoder/decoder.
Using sources from effbot.
- Python-Dateutil extends the standard datetime module.
Requires six.
- Python-igraph is an interface to the igraph high performance graph library.
Requires pycairo.
- Python-ldap provides an object-oriented API to access LDAP directory servers via OpenLDAP.
- Python-Levenshtein computes string distances and similarities.
- Python-lz4, bindings for the lz4 compression library.
- Python-LZO, bindings for the LZO data compression library.
- Python-snappy wraps the snappy compression library.
- Python-sundials is a Cython wrapper for the SUNDIALS solver suite.
- PythonMagick provides an object-oriented interface to ImageMagick.
- PythonNET (py3 fork) provides integration with the .NET Common Language Runtime (CLR) and an application scripting tool for .NET.
Requires the Microsoft .NET Framework 4.0.
- Pytools is a collection of tools.
Includes decorator.
- PyTST is an implementation of a Ternary Search Tree.
- Pytz provides world timezone definitions, modern and historical.
- PyUSB-FTDI provides an interface to the FTDI D2XX drivers.
Linked against version 2.08.28.
- PyViennaCL provides bindings for the ViennaCL linear algebra and numerical computation library for GPGPU and heterogeneous systems.
Requires an OpenCL 1.2 compatible driver (e.g. from Intel).
- PyVISA, bindings to the "Virtual Instrument Software Architecture" VISA library.
- PyVRML97 Scenegraph modelling objects.
- PyWavelets is a package for discrete wavelet transforms.
Using the fork by Ralf Gommers.
- PyWCS is a wrapper for the FITS World Coordinate Systems library.
This package is now part of astropy.
- PyWin32 provides extensions for Windows.
Python 3.4 users must manually run `python.exe Scripts\pywin32_postinstall.py -install` from an elevated command prompt.
- PyXML, XML processing.
- PyYAML is a YAML parser and emitter.
- PyZMQ is a binding to the ZeroMQ messaging library.
Built with OpenPGM, Sodium, and FD_SETSIZE=4096.
Not compatible with Windows XP.
- Qimage2ndarray converts quickly between QImages and numpy.ndarrays.
Requires pyqt4.
- QuantLib is a library for quantitative finance.
- QuickFIX is a Financial Information eXchange (FIX) protocol engine.
- QuTiP simulates the dynamics of open quantum systems.
Requires numpy-mkl.
- Rasterio provides clean and fast and geospatial raster I/O.
Requires gdal.
- Re2 is a wrapper for the RE2 regular expression library.
- Regex is an alternative regular expression module, to replace re.
- ReportLab is a PDF generation toolkit.
- Requests is a HTTP library for human beings.
- Rpy2 (experimental) provides access to the R software environment for statistical computing and graphics.
Built with Rtools against msvcrt.dll and R 3.1.
- Rtmidi-python is a wrapper for the RtMidi library.
- Rtree provides advanced spatial indexing features based on libspatialindex.
- ScientificPython is a collection of modules for scientific computing.
- Scikit-image provides image processing routines for SciPy.
- Scikit-learn integrates classic machine learning algorithms.
Requires numpy-mkl.
- Scikits.ann is a wrapper for the Approximate Nearest Neighbor ANN library.
Deprecated in favor of scipy.spatial.
- Scikits.audiolab is a package for audio file IO using numpy arrays.
Linked against libsndfile-1.0.25.
- Scikits.delaunay is a triangulation and interpolation tool.
- Scikits.hydroclimpy manipulates hydro-climatologic data.
Requires numpy-mkl.
- Scikits.odes adds ordinary differential equation (ODE) solvers to SciPy.
Requires numpy-mkl.
- Scikits.samplerate is a module for high quality audio resampling.
- Scikits.scattpy performs light scattering simulations.
Requires numpy-mkl.
- Scikits.timeseries provides classes and functions for manipulating, reporting, and plotting time series of various frequencies.
- Scikits.umfpack is an interface to the UMFPACK unsymmetric sparse linear system solver.
Requires numpy-mkl.
- Scikits.vectorplot implements the line integral convolution algorithm to plot vector fields.
- SciPy is software for mathematics, science, and engineering.
Requires numpy-mkl and optionally pil.
- Scipy-cluster provides functions for agglomerative clustering.
- Scipy-stack (experimental) is a meta package that contains numpy-mkl, scipy, matplotlib, ipython, pandas, sympy, nose and many of their dependencies (setuptools, dateutil, pytz, six, pillow, pygments, jinja2, markupsafe, statsmodels, pytables, numexpr, bottleneck, tornado, pyzmq, gmpy2, pyside, etc).
Use with a fresh CPython installation only.
Created with redist_wininst.py.
- SciTools are useful tools for scientific computing.
- SCons, a software construction tool.
- SendKeys can be used to send keystrokes to the active window.
- Setuptools downloads, builds, installs, upgrades, and uninstalls Python packages.
- SfePy, simple finite elements in Python.
- Shapely is a package for creation, manipulation, and analysis of planar geometry objects based on GEOS.
- SilverCity is a lexing package based on Scintilla.
- SimpleITK provides an easy-access layer to the Insight Segmentation and Registration Toolkit.
- Simplejson is a simple, fast, extensible JSON encoder/decoder.
- Six is a Python 2 and 3 compatibility library.
- Slycot is a wrapper for selected SLICOT routines.
Requires numpy-mkl.
- SMC.FreeImage is a wrapper for the FreeImage library.
- Sparsesvd wraps SVDLIBC, a library for computing Singular Value Decompositions.
- Sphinx is a documentation generator.
- Spyder is a scientific Python development environment.
Requires guiqwt and other dependencies.
- SQLAlchemy is a SQL toolkit and Object Relational Mapper.
- Statsmodels provides classes and functions for the estimation of statistical models.
Requires pandas and patsy.
- STEPS is a stochastic engine for pathway simulation.
- Sympy is a library for symbolic mathematics.
- TA-Lib is a wrapper for the TA-LIB Technical Analysis Library.
- Theano is an optimizing compiler for evaluating mathematical expressions.
- Thrift is a software framework for scalable cross-language services development.
- Tinyarray, arrays of numbers optimized for small sizes.
- Tornado is a scalable, non-blocking web server.
Requires certifi and backports.ssl_match_hostname.
- Trfit fits time-resolved fluorescence decays.
- TWAINmodule provides an interface to TWAIN image acquisition devices.
- Twisted is an event-driven networking engine.
- Ujson is an ultra-fast JSON encoder and decoder.
- Umysql is a ultra fast MySQL driver.
- Veusz is a GUI scientific plotting and graphing package.
Requires pyqt4.
- VideoCapture is an extension for accessing video devices.
- VIGRA, Vision with Generic Algorithms, is a computer vision library.
Requires numpy-mkl.
- Virtualenv is a virtual Python environment builder.
- VisionEgg produces stimuli for vision research experiments.
- Vispy, OpenGL-based interactive visualization.
- Visvis is a library for visualization of 1D to 4D data in an object oriented way.
- ViTables is a GUI for browsing and editing files in PyTables and HDF5 formats.
- vLFD contains modules developed at the Laboratory for Fluorescence Dynamics.
Contains tifffile, oiffile, czifile, lfdfiles, vidsrc, transformations, psf, chebyfit, and other modules.
Requires numpy-mkl, scipy, matplotlib, and h5py.
- VPython, 3D programming for ordinary mortals.
Includes the TTFQuery, FontTools, and Polygon modules.
- VTK, the Visualization Toolkit, is a software system for 3D computer graphics, image processing, and visualization.
VTK-Qt4 requires pyqt4-4.10.4.
- wxPython provides bindings to the wxWidgets cross-platform toolkit.
The wxPython-common package is required.
- Yappi, Yet Another Python Profiler, supports Multithread/CPU time profiling.
- Yt, analysis and visualization of volumetric, multi-resolution data.
- ZODB3, the Zope Object Database, provides an object-oriented database.
- Zope.interface provides an implementation of object interfaces for Python.
- Uncategorized Files
Other useful packages and applications not currently available on this page
- AIDA implements the Adaptive Image Deconvolution Algorithm.
- Alglib is a cross-platform numerical analysis and data processing library.
- BALLView is a molecular modeling and visualization application.
- Bigfloat, arbitrary precision correctly-rounded floating point arithmetic, via MPFR.
- Biogeme performs estimation of discrete choice models.
- BioImageXD is software for analysis and visualization of multidimensional biomedical images.
- CasADi implements automatic differentiation in forward and adjoint modes.
- CGAL-bindings are bindings for the Computational Geometry Algorithms Library.
- Coloc_utils computes colocalization coefficients from confocal images.
- Cryptography exposes cryptographic primitives and recipes.
- DeVIDE is a dataflow application builder for the rapid prototyping of medical visualization and image processing techniques.
- Django is a high-level Web framework.
- EMAN2 is a greyscale scientific image processing suite with a focus on transmission electron microscopy. Supports many image formats.
- FARSIGHT is a toolkit for microscopy image analysis based using Bio-Formats.
- Gexiv2 is a GObject-based wrapper around the exiv2 library for image metadata.
- GHMM, the General Hidden Markov Model library.
- Glumpy, fast OpenGL numpy visualization.
- Graph-tool is an efficient module for manipulation and statistical analysis of graphs.
- ITK, the Insight Segmentation and Registration Toolkit, is a software system for image analysis.
- M2Crypto is a complete wrapper for OpenSSL.
Requires OpenSSL binaries.
- Mantid is a framework that supports high-performance computing and visualization of scientific data.
- MathGL is a library for scientific data visualization.
- mMass is an mass spectrometry tool.
- MMCorePy allows to control microscope hardware via Micro-Manager.
- Msim, superresolution fluorescence microscopy of multicellular organisms.
- Ncrypt is yet another OpenSSL wrapper.
- Nodebox-GL is a library for generating 2D animations.
- OpenKinect provides access to the Xbox Kinect device.
Requires LibUSB 1.2.6.
- OpenMDAO is a Multidisciplinary Design Analysis and Optimization (MDAO) framework.
- OpenPIV is a package for Particle Image Velocimetry (PIV).
- OpenSlide reads whole-slide images, high resolution images exceeding RAM sizes.
- Panda3D is a framework for 3D rendering and game development.
- ParticleStats performs analysis of intracellular particle motility and cytoskeletal polarity.
- Peak_detection implements the Gaussian peak detection described in Segré et al.
- Pims, Python Image Sequence, loads video and sequential images.
- PolyVox is a library for the storage and processing of volumetric environments.
- Priithon is a platform for image analysis and algorithm development.
Includes HIS, SDT, SIF, and SPE file readers.
- PsychoPy, software for psychology and neuroscience.
- Py-bcrypt is a wrapper of OpenBSD's Blowfish password hashing code.
- PyAudiere is a high-level audio interface using the Audiere sound library.
- pyCGNS provides an interface to the CGNS/SIDS data model.
- PyCorrFit is a versatile tool for FCS data analysis.
- PyCrypto provides cryptographic modules.
- PyDSTool is a dynamical systems modeling, simulation and analysis environment.
- Pyffmpeg is a wrapper for FFmpeg, a solution to record, convert and stream audio and video.
- PyGreSQL interfaces to a PostgreSQL database.
- Pygrib is a module for reading GRIB meteorological files.
- PyGSL provides an interface for the GNU Scientific Library (gsl).
- PyGst, bindings for the GStreamer multimedia framework.
- Pykit is a backend compiler for high-level typed code.
- PyME, the Python Microscopy Environment, provides image acquisition and data analysis functionality for widefield microscopy applications.
- pyNFFT is a wrapper around the NFFT library.
- Pyo is a digital signal processing module.
- PyODE is a set of bindings for the Open Dynamics Engine.
- pyOpenSSL is an interface to the OpenSSL library.
- Pysam is a module for reading and manipulating SAM nucleotide sequence alignment files.
- Pysifreader reads Andor SIF multi-channel image files.
- PySUNDIALS provides bindings for the SUNDIALS suite of solvers.
- PySVN interfaces the Subversion version control system.
- Python-Ogre is an interface to the Ogre 3D graphics library.
- Pythonisosurfaces, a marching cubes iso-surface implementation.
- PythonOCC is a 3D CAD/CAE/PLM development framework.
- RootPy provides an interface with the ROOT data analysis framework on top of PyROOT.
- Scikit-tracker, objects detection and robust tracking for cell biology.
- Sherpa is a modeling and fitting application.
- SimpleCV is a framework for building computer vision applications.
- SLOTH tracks stick-like objects with high resolution.
Includes a Nikon ND2 reader.
- SpacePy tools for the space science community.
- Stdic computes a deformation function between images (image registration).
- STScI_python provides a general astronomical data analysis infrastructure.
- Trackpy, tools for particle tracking.
- VIPS is an image processing library with no image size limits.
Build Environment
- Libraries (built from source):
- Alembic
- AMD
- ANN
- ASIO
- Aspell
- AVbin
- BerkeleyDB
- BLAS
- Blosc
- Boost
- Box2D
- bsd-xdr
- bzip2
- C-ares
- Cairo
- Cassowary
- CFitsIO
- CGAL
- Chipmunk2D
- EasyBMP
- Eigen
- Expat
- FFTW
- FLAC
- FLANN
- FLTK
- FMILibrary
- Freeglut
- FreeImage
- FreeTDS
- FreeType
- FreeXL
- GDAL
- GEOS
- GeoTIFF
- GLEW
- GLPK
- GLUT
- GraphicsMagick
- Graphviz
- GSL
- HDF4
- HDF5
- iconv
- ICU
- igraph
- ImageMagick
- ITK
- JasPer
- Jxrlib
- Kerberos
- KissFFT
- Klib
- LAME
- LAPACK
- LEMON
- lib3ds
- libcurl
- libevent
- Libffi
- libgit2
- Libidn
- libjpeg
- libjpeg-turbo
- LIBLINEAR
- liblzma
- libmng
- libpng
- LibRaw
- libsamplerate
- libSBML
- libsodium
- libspatialindex
- LIBSVM
- LibTIFF
- libusb
- Libxml2
- Libxslt
- LibYAML
- linInChI
- Little CMS
- LLVM
- lp_solve
- lz4
- LZMA
- LZO
- Mesa
- Minizip
- MPC
- MPEG_Encode
- MPFR
- MPIR
- MUMPS
- MySQL Connector/C
- NetCDF
- Netpbm
- ODE
- Ogg
- OpenAL
- OpenBabel
- OpenColorIO
- OpenCV
- OpenEXR
- OpenImageIO
- OpenJPEG
- OpenLDAP
- OpenMPI
- OpenNI
- OpenPGM
- OpenSSL
- PDCurses
- Pixman
- PortAudio
- PortMidi
- PROJ.4
- Pthreads-w32
- Qhull
- Qt
- QuickFIX
- RE2
- RtMidi
- SASL
- SDL
- SDL_gfx
- SDL_image
- SDL_mixer
- SDL_ttf
- SFML2
- Silo
- SLICOT
- Smpeg
- Snappy
- sparsehash
- SPHEREPACK
- SQLite
- SuiteSparse
- SUNDIALS
- SuperLU
- SZip
- TCL/TK
- UDUNITS
- UMFPACK
- ViennaCL
- Vorbis
- VTK
- WebP
- wxWidgets
- Xerces
- YAML
- ZeroMQ
- zlib
- SDKs and libraries:
- Apache HTTP Server
- ASIO SDK
- Bio-Formats
- ESRI File Geodatabase API
- GTK2
- Intel Integrated Performance Primitives
- Intel Math Kernel Library
- Intel SDK for OpenCL Applications 2013
- Intel Threading Building Blocks
- libsndfile
- MATLAB(tm)
- Microsoft DirectX SDK (June 2010)
- Microsoft Platform SDK for Windows Server 2003 R2
- Microsoft SQL Server
- Microsoft Windows SDK v6.1 Windows Server 2008 and .NET Framework 3.5
- Microsoft Windows SDK v7.0 for Windows 7 and .NET Framework 3.5 Service Pack 1
- Microsoft Windows SDK v7.1 for Windows 7 and .NET Framework 4
- MySQL Server Community Edition
- NVidia CG Toolkit
- NVidia CUDA Toolkit
- Oracle Java SE Development Kit 7
- PostgreSQL Server
- Python
- R
- Compilers:
- Clang
- Intel Composer XE 2013 SP1
- Lazarus
- Microsoft Platform SDK for Windows Server 2003 R2
- Microsoft Visual C++ 2008 Feature Pack
- Microsoft Visual C++ Compiler for Python 2.7
- Microsoft Visual Studio .NET 2003
- Microsoft Visual Studio 2008 Pro
- Microsoft Visual Studio 2010 Pro
- MinGW
- MinGW-w64
- NASM
- Rtools
- Yasm
- Build tools:
- ActivePerl
- Bazaar
- Bento
- BJam
- CMake
- CVS
- Cygwin
- Cython
- deoxygen
- Epydoc
- Git
- JCC
- Jom
- M4
- Mercurial
- MSYS
- Nose
- NSIS
- PyPy
- Python
- SCons
- SIP
- Sphinx
- Subversion
- SWIG
- Waf
- Other software:
- 7-Zip
- Avconv
- com0com
- Dependency Walker
- FFmpeg
- GhostScript
- GnuWin32
- Info-ZIP
- Inkscape
- MEncoder
- MiKTeX
- Notepad++
- Pandoc
- PTVS
- Redis
- Spyder
- Sysinternals Suite
- Ubuntu
- Windows 8.1
- WingIDE
- WinMerge
- Other CPython distributions:
- ActivePython
- Anaconda
- Python(x,y)
- Pyzo
- WinPython
Christoph Gohlke, Laboratory for Fluorescence Dynamics