by Christoph Gohlke, Laboratory for Fluorescence Dynamics, University of California, Irvine.
Updated on 22 April 2019 at 20:43 UTC.
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. A few binaries are available for the PyPy distribution.
The files are unofficial (meaning: informal, unrecognized, personal, unsupported, no warranty, no liability, provided "as is") and made available for testing and evaluation purposes.
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.
If downloads fail, reload this page, enable JavaScript, disable download managers, disable proxies, clear cache, use Firefox, reduce number and frequency of downloads. Please only download files manually as needed.
Use pip version 9 or newer to install the downloaded .whl files. This page is not a pip package index.
Many binaries depend on numpy-1.15+mkl and the Microsoft Visual C++ 2008 (x64, x86, and SP1 for Python 2.7) or the Visual C++ 2017 (x64 or x86 for Python 3.x) redistributable packages.
Install numpy+mkl before other packages that depend on it.
The binaries are compatible with the most recent official CPython distributions on Windows >=6.0. Chances are they do not work with custom Python distributions included with Blender, Maya, ArcGIS, OSGeo4W, ABAQUS, Cygwin, Pythonxy, Canopy, EPD, Anaconda, WinPython etc. Many binaries are not compatible with Windows XP or Wine.
The packages are ZIP or 7z files, which allows for manual or scripted installation or repackaging 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.
The opinions or statements expressed on this page should not be taken as a position or endorsement of the Laboratory for Fluorescence Dynamics or the University of California.
- Index by date:
- bitarray
- numpy
- discretize
- ruamel.yaml
- typed_ast
- triangle
- cffi
- cobra
- imagecodecs
- imagecodecs-lite
- matplotlib
- leidenalg
- mkl_fft
- traits
- reportlab
- sqlalchemy
- peewee
- pymatgen
- regex
- cython
- recordclass
- pycares
- opentsne
- gensim
- twisted
- opencv
- pywavelets
- pycurl
- pyproj
- cupy
- openimageio
- pymol
- param
- scikit-image
- daal4py
- netcdf4
- pillow
- pyicu
- freetypepy
- fastparquet
- numpy-stl
- fabio
- protobuf
- jupyter
- gvar
- lsqfit
- fiona
- rasterio
- gdal
- tifffile
- numba
- spacy
- lxml
- sfepy
- tornado
- ndimage
- pandas
- h5py
- kiwisolver
- numpy-quaternion
- python-snappy
- cheetah
- jcc
- pyclearvolume
- libsbml
- pyhdf
- llvmlite
- scs
- pydensecrf
- basemap
- pytables
- qimage2ndarray
- cx_oracle
- python-ldap
- pyyaml
- psutil
- aggdraw
- dipy
- simpleitk
- scandir
- cvxpy
- blis
- pyopencl
- pyzmq
- pyaudio
- cellcognition
- apsw
- xgboost
- vigra
- blosc
- fdint
- ets
- re2
- zfec
- debug-information-files
- mercurial
- imaged11
- pytorch
- grpcio
- sounddevice
- py-earth
- lightning
- scikit-learn
- arctic
- pycuda
- kwant
- pycifrw
- yt
- quickfix
- pycorrfit
- pyodbc
- cgohlke
- astropy
- markupsafe
- pyrsistent
- atom
- yappi
- transformations
- psf
- lfdfiles
- chebyfit
- akima
- obspy
- mkl-service
- mpi4py
- cairocffi
- centrosome
- pymetis
- meshpy
- minepy
- pytiff
- orange
- rapidjson
- slycot
- mysqlclient
- pywinhook
- dulwich
- cvxopt
- pip
- scipy
- fpzip
- scimath
- pyopengl
- pyjnius
- cf-units
- pyhull
- scikit-fmm
- numcodecs
- pycryptosat
- pycosat
- enaml
- qdafile
- msgpack
- pyhook
- hmmlearn
- psycopg
- multiprocess
- wrapt
- open3d
- logbook
- scikits.odes
- aiohttp
- moderngl
- fast-histogram
- openpiv
- imreg
- lucam
- pyslalib
- czifile
- fmkr
- vidsrc
- uciwebauth
- dnacurve
- fcsfiles
- cmapfile
- molmass
- netpbmfile
- oiffile
- sdtfile
- gevent
- netifaces
- zstd
- osqp
- spglib
- spectrum
- pycluster
- lz4
- pygit2
- udunits
- zodbpickle
- liblinear
- libsvm
- cellprofiler
- noise
- numexpr
- biopython
- pywinpty
- yarl
- cftime
- fasttsne
- pyzopfli
- pyodeint
- cantera
- multidict
- nlopt
- rpy2
- indexed_gzip
- vtk
- ecos
- cx_freeze
- tatsu
- cartopy
- mayavi
- coverage
- gpy
- pycairo
- mkl_random
- fasttext
- pymcubes
- ffnet
- pulp
- zope.interface
- mod_wsgi
- persistent
- hyperspy
- brotli
- xxhash
- pillow-simd
- mahotas
- pystruct
- pymongo
- iris
- mistune
- freeimagedll
- pywin32
- ad3
- imread
- python-lzf
- cmarkgfm
- tinyarray
- pylzma
- cchardet
- swiglpk
- javabridge
- iminuit
- greenlet
- line_profiler
- fisx
- openexr
- chompack
- fastrlock
- pymssql
- python-geohash
- pyamg
- btrees
- pysqlite
- pendulum
- pygresql
- wordcloud
- louvain-igraph
- python-igraph
- mplcairo
- rtree
- winrandom
- assimulo
- pyfmi
- pyfm
- boost.python
- pythonmagick
- polylearn
- pythonnet
- cvxcanon
- pygame
- blist
- tensorflow
- multineat
- qutip
- openbabel
- scikits.vectorplot
- pyfits
- nitime
- zipline
- zs
- grako
- lru_dict
- scikit-misc
- pyvrml97
- sparsesvd
- pyephem
- seqlearn
- cyordereddict
- kivy
- chaco
- enable
- pyrxp
- backports.lzma
- bsddb3
- llist
- ceodbc
- liblas
- holopy
- qt_graph_helpers
- guiqwt
- veusz
- pyqwt
- pyqt4
- simplejson
- pymvpa
- pyasn
- scikit-cycling
- bsdiff4
- entropy
- stratify
- pocketsphinx
- babel
- python-lzo
- mlpy
- milk
- trollius
- statsmodels
- brotlipy
- pgmagick
- vitables
- curses
- menpo
- faulthandler
- thriftpy
- gmpy
- marisa-trie
- bcolz
- ta-lib
- ujson
- py-lmdb
- jpype
- freesasa
- pyldap
- tomopy
- cytoolz
- xylib-py
- cyrasterize
- pyswisseph
- ode
- salientdetect
- setproctitle
- cdecimal
- crcmod
- crc16
- pycld2
- planar
- autopy
- pyx
- rtmidi-python
- pyflux
- postgresadapter
- datrie
- polygon
- pystemmer
- pyqpbo
- pydde
- x86cpu
- fisher
- pymc
- hddm
- heatmap
- jsonlib
- intbitset
- sasl
- flann
- pybox2d
- natgrid
- bintrees
- lp_solve
- aspell-python
- pykinsol
- pycvodes
- fastcache
- twainmodule
- python-levenshtein
- pyspharm
- pyminuit
- pyeda
- pyfltk
- simpleparse
- thrift
- pyemd
- shapely
- pypmc
- wrf_python
- quantlib
- kapteyn
- simpleaudio
- pylibtiff
- videocapture
- fann2
- lazy_object_proxy
- bottleneck
- scikit-umfpack
- gr
- pyarrow
- pyside
- python-cjson
- py_gd
- nipy
- libtfr
- mathutils
- pyfftw
- pyviennacl
- blz
- bigfloat
- cyassimp
- sima
- pymca
- friture
- pycogent
- blaze
- scikits.audiolab
- la
- bazaar
- dynd
- genshi
- python-sundials
- glumpy
- pyamf
- libxml-python
- pymcmc
- pyksvd
- pybluez
- pygraphviz
- mxbase
- libpython
- pymunk
- pygtk
- cgal-bindings
- bio_formats
- pysfml
- pyexiv2
- pylibdeconv
- iocbio
- pymix
- umysql
- lazyflow
- mmlib
- scikits.timeseries
- casuarius
- wxpython
- ilastik
- pywcs
- scientificpython
- vpython
- nmoldyn
- mmtk
- pyalembic
- polymode
- scikits.delaunay
- cld
- py-fcm
- oursql
- py2exe
- pymutt
- carray
- llvmpy
- cgkit
- pymedia
- scipy-cluster
- scikits.scattpy
- scikits.samplerate
- scikits.ann
- pyxml
- pytst
- delny
- mysql-python
- htseq
- pyusb-ftdi
- silvercity
- steps
- pysparse
- pyropes
- scikits.hydroclimpy
- sendkeys
- pydbg
- pyisapie
-
- AD3, Alternating Directions Dual Decomposition.
- Aggdraw, a high-quality graphics engine for PIL based on the
Anti-Grain Geometry library.
- Aiohttp, a http client/server for asyncio.
- Akima interpolation.
- APSW, another Python SQLite wrapper.
- Arctic, a high performance datastore for time series and tick data.
- Aspell-python, bindings for GNU Aspell.
Using the LyX fork.
Extract the dictionaries to C:\ProgramData\Aspell\Dictionaries.
- Assimulo, a package for solving ordinary differential equations.
Requires numpy+mkl.
- Astropy, a core package for astronomy.
- Atom, memory efficient Python objects.
This package conflicts with Google's gdata.
- AutoPy, a GUI automation toolkit.
- Babel, tools for internationalizing Python applications.
- Backports.lzma, a backport of Python 3.3's lzma module.
- Basemap, a matplotlib toolkit for plotting 2D data on maps based on GEOS.
Requires pyproj.
- Bazaar, a version control system.
- Bcolz provides columnar and compressed data containers.
- Bigfloat, arbitrary precision correctly-rounded floating point arithmetic, via MPFR.
Superseded by gmpy2.
- Bintrees, provides Binary- RedBlack- and AVL-Trees.
- Bio_formats (experimental), a JCC generated wrapper for the Bio-Formats and SCIFIO Java libraries.
Requires Java SE 8 and JVM.DLL in the PATH.
- Biopython, a set of tools for biological computation.
- Bitarray provides an object type which efficiently represents an array of booleans.
- Blaze translates NumPy/Pandas-like syntax to systems like databases.
- Blis, the Blis BLAS-like linear algebra library, as a self-contained C-extension.
- Blist, a list-like type with better performance for large lists.
- Blosc, a high performance compressor optimized for binary data.
- Blz, a chunked, compressed, data container (for memory and disk).
- Boost.Python enables seamless interoperability between C++ and Python.
- Bottleneck provides fast NumPy array functions written in Cython.
- Brotli, a compression format.
- brotlipy, bindings to the Brotli compression library.
- Bsddb3, bindings for the Oracle Berkeley DB database. Linked to db-5.3.28.
- Bsdiff4, binary diff and patch using the BSDIFF4-format.
- BTrees, scalable persistent object containers.
- Cairocffi, CFFI-based bindings for the cairo graphics library.
GDK-PixBuf is not supported by this distribution.
- Cantera, a tool suite for chemical kinetics, thermodynamics, and transport.
Requires numpy+mkl.
- Carray, a chunked data container that can be compressed in-memory.
- Cartopy, a library providing cartographic tools.
- Casuarius, bindings for the Cassowary constraint solving toolkit.
- cChardet, a universal character encoding detector - binding to libcharsetdetect.
- Cdecimal, a package for correctly-rounded arbitrary precision decimal floating point arithmetic.
- CellCognition, 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 whatnot.
- Centrosome, an open source image processing library.
- ceODBC enables access to databases using the ODBC API.
- Cf-units, Units of measure as required by the Climate and Forecast (CF) metadata conventions.
- Cffi, a Foreign Function Interface for calling C code.
Requires pycparser.
- Cftime, time-handling functionality from netcdf4-python.
- CGAL-bindings, bindings for the Computational Geometry Algorithms Library.
- Cgkit, the Computer Graphics Kit, is useful for dealing with 3D data of any kind.
- Cgohlke, modules developed by Christoph Gohlke.
This meta-package installs
akima,
chebyfit,
cmapfile,
czifile,
dnacurve,
fcsfiles,
fmkr,
imagecodecs,
imagecodecs-lite,
imreg,
lfdfiles,
lucam,
molmass,
netpbmfile,
oiffile,
psf,
qdafile,
sdtfile,
tifffile,
transformations,
uciwebauth, and
vidsrc.
- Chaco, building interactive and custom 2-D plots.
Part of the Enthought Tool Suite.
- Chebyfit, fit multiple exponential and harmonic functions using Chebyshev polynomials.
- Cheetah, a template engine and code generation tool.
- Chompack, a library for chordal matrix computations.
- CLD wraps Chromium's Compact Language Detector library.
- Cmapfile, write Chimera map (CMAP) files.
Requires tifffile, oiffile, scipy, and h5py.
- cmarkgfm, bindings to GitHub's fork of cmark.
- COBRA, a package for constraints-based modeling of biological networks.
- Coverage measures code coverage of programs during test execution.
- Crc16 calculates CRC16 (Cyclic Redundancy Check).
- Crcmod computes Cyclic Redundancy Checks (CRC).
- Cupy, a NumPy-like API accelerated with CUDA.
Requires CUDA and CUDNN.
- Curses, an extension based on the PDCurses library.
The +utf8 builds ignore the system locale, and treat all narrow-character strings as UTF-8.
- CVXcanon, common operations for convex optimization modeling tools.
- CVXOPT (experimental non-MKL icl build), a package for convex optimization.
Includes GSL, FFTW, and GLPK w/ MPIR modules.
Requires numpy+mkl.
- CVXPY, a modeling language for convex optimization problems.
Requires numpy+mkl, scipy, cvxopt, scs, ecos, and osqp.
- cx_Freeze, a set of scripts and modules for freezing Python scripts into executable.
- cx_Oracle, an interface to the Oracle Database conforming to the Python DB API 2.0 specification.
- Cyassimp, bindings for the Open Assimp Import Library.
- Cyordereddict, a Cython implementation of OrderedDict.
- Cyrasterize, OpenGL offscreen rasterizing.
- Cython, a language for writing Python C extensions.
- Cytoolz, high performance functional utilities.
- Czifile, read Carl Zeiss(r) ZISRAW (CZI) files.
Requires tifffile and imagecodecs.
- Daal4py, a convenient API to the Intel® Data Analytics Acceleration Library.
Requires numpy+mkl.
- Datrie efficiently stores Trie.
- Debug-information-files installs the Windows debug information files (*.PDB).
- Delny creates N-dimensional Delaunay triangulations using libqhull.
- Dipy, a toolbox for analysis of MR diffusion imaging.
- Discretize, discretization tools for finite volume and inverse problems.
- Dnacurve, DNA Curvature Analysis.
- Dulwich, a Git library.
- DyND (experimental), bindings to the libdynd C++ dynamic ndarray library.
- ECOS, Embedded Conic Solver.
- Enable, low-level drawing and interaction.
Part of the Enthought Tool Suite.
- Enaml, a programming language and framework for creating user interfaces with minimal effort.
Requires atom, kiwisolver, pyqt4, and PLY.
- Entropy, fast entropy calculation.
- ETS (Enthought Tool Suite), a collection of components for building scientific applications.
Requires chaco, traits, enable, scimath, and mayavi.
- FabIO, a IO library for images produced by 2D X-ray detector.
- Fann2 bindings for Fast Artificial Neural Networks Library.
- Fast-histogram, fast 1D and 2D histogram functions.
- Fastcache, a C implementation of the Python 3 lru_cache.
- Fastparquet, an implementation of the parquet columnar file format.
- Fastrlock, a fast RLock implementation.
- fastText, a library for fast text representation and classification.
- fastTSNE, a fast, parallel implementations of t-SNE.
- Faulthandler displays the Python traceback on a crash.
- Fcsfiles, read fluorescence correlation spectroscopy (FCS) data files.
- Fdint, Fermi-Dirac integrals of integer and half integer order.
- Ffnet, a feed-forward neural network.
- Fiona, OGR's neater API.
Requires gdal.
- Fisher, implements Fisher's exact test.
- Fisx, an enhanced C++ port of the Physics routines used by PyMca.
- FLANN, a library for performing fast approximate nearest neighbor searches in high dimensional spaces.
- Fmkr, access FileMaker(tm) Server databases via XML publishing interface.
- Fpzip, lossless compression for 3 and 4 dimensional floating point data.
- FreeImageDLL, installs the FreeImage DLL to sys.prefix.
- FreeSASA, provides bindings for the FreeSASA C Library.
- FreeTypePy, bindings for the FreeType font rendering library.
- Friture, a program designed to analyze audio input in real-time.
Requires numpy, pyaudio, pyqt4, pyqwt, and pyopengl.
- GDAL (Geospatial Data Abstraction Library), a translator library for raster geospatial data formats.
This distribution includes a complete GDAL installation. Do not use together with OSGeo4W or gdalwin32.
Built with KML, HDF5, NetCDF, SpatiaLite, PostGIS, GEOS, PROJ etc.
The FileGDB plugin requires Esri's FileGDB API 1.3 or FileGDB 1.5 VS2015 or VS2010.
Requires VCredist SP1 on Python 2.7.
- Genshi, a toolkit for generation of output for the web.
- Gensim, a framework for fast Vector Space Modelling.
- Gevent, a coroutine-based networking library based on greenlet and libev.
Requires greenlet.
- Glumpy, a natural interface between numpy and modern OpenGL.
Requires numpy, triangle and pyopengl.
- GMPY supports fast multiple-precision arithmetic.
Wraps the MPIR, MPFR, and MPC libraries.
- GPy, a Gaussian processes framework.
- GR, a universal framework for cross-platform visualization applications.
- Grako, a generator of PEG/Packrat parsers from EBNF grammars.
Superseded by TatSu.
- Greenlet allows lightweight in-process concurrent programming.
- gRPCio, a HTTP/2-based Remote Procedure Call (RPC) framework.
- GuiQwt, an efficient 2D plotting library.
GuiQwt 2.x requires pyqwt and guidata 1.6.
GuiQwt 3.x requires pythonqwt and guidata 1.7.
- Gvar, utilities for manipulating correlated Gaussian random variables.
- H5py, a general-purpose interface to the HDF5 library.
- HDDM implements Hierarchical Bayesian estimation of Drift Diffusion Models.
- Heatmap, create heatmaps.
- Hmmlearn, aglorithms and models to learn HMMs (hidden markov models).
- HoloPy (unstable), a tool for working with digital holograms and light scattering.
- HTSeq provides infrastructure to process data from high-throughput sequencing assays.
- HyperSpy, multidimensional data analysis.
- Ilastik, an interactive learning and segmentation toolkit.
- Imagecodecs provides image transformation, compression, and decompression codecs.
- Imagecodecs-lite provides a subset of imagecodecs.
- ImageD11, a software package for the analysis of 2D diffraction images.
- Iminuit, an interactive mimizer based on MINUIT.
- Imread reads images into numpy arrays.
- Imreg, FFT based image registration.
- Indexed_gzip, fast random access of gzip files.
- Intbitset provides an intbitset data object.
- IOCBio, open-source software from the Laboratory of Systems Biology.
Requires numpy+mkl.
- Iris, a library for analysing and visualising meteorological and oceanographic data sets
Requires scipy, netcdf4-python, cartopy, shapely, cf-units, pyke, and whatnot.
- Javabridge, a wrapper for the Java Native Interface.
- JCC, 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.
- JPype allows full access to Java class libraries.
- Jsonlib, a JSON serializer/deserializer.
- Jupyter, an interactive computing environment.
Some functions require setuptools, pyzmq, tornado, pygments, markupsafe, jinja2, mistune, rpy2, pycairo, matplotlib, pyqt4 or pyside, pandoc, and whatnot.
- Kapteyn, modules for astronomical applications.
- Kivy, a library for developing multi-touch applications.
- Kiwisolver, 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.
- Lazy_object_proxy, a fast and thorough lazy object proxy.
- Lazyflow, graph based lazy numpy data flows.
- Leidenalg implements the Leiden algorithm for various quality functions to be used with igraph.
- Lfdfiles, read Laboratory for Fluorescence Dynamics (LFD) file formats.
- LibLAS reads and writes the LiDAR (Light Detection And Ranging) format.
- LIBLINEAR, a library for large linear classification.
Requires numpy+mkl.
- Libpython installs the libpython??.a libraries to sys.prefix/libs.
For use with mingwpy.
- libSBML reads, writes, manipulates, translates, and validates SBML (Systems Biology Markup Language) files and data streams.
- LIBSVM, a library for Support Vector Machines.
- Libtfr (experimental non-MKL icl build) calculates multi-taper windowed and time-frequency reassignment spectrograms.
Requires numpy+mkl.
- Libxml-python are bindings for the libxml2 and libxslt libraries.
- Lightning, large-scale linear classification, regression and ranking.
- Line_profiler, a line-by-line profiler.
- Llist provides linked list data structures.
- Llvmlite, a lightweight LLVM binding for writing JIT compilers.
Requires the Visual C++ Redistributable Packages for Visual Studio 2017.
- LLVMPy, a wrapper around the LLVM compiler library.
- Logbook, a logging replacement.
- Louvain-igraph, an implementation of the Louvain algorithm for community detection.
Requires python-igraph.
- lp_solve, a Mixed Integer Linear Programming (MILP) solver.
- Lru_dict, a fast and memory efficient LRU cache.
- Lsqfit, utilities for nonlinear least-squares fits.
Requires gvar.
- Lucam, a Lumenera(r) USB Camera Interface.
- Lxml, a binding for the libxml2 and libxslt libraries.
- Lz4, bindings for the lz4 compression library.
- Mahotas, a set of functions for image processing.
- Marisa-trie provides static memory-efficient Trie-like structures.
- MarkupSafe implements a XML/HTML/XHTML Markup safe string.
- Mathutils provide access to matrices, Eulers, quaternions and vectors.
- Matplotlib, a 2D plotting library.
Requires numpy, dateutil, pytz, pyparsing, kiwisolver, cycler, setuptools, and optionally pillow, pycairo, tornado, wxpython, pyside, pyqt4, ghostscript, miktex, ffmpeg, mencoder, avconv, or imagemagick.
- Mayavi, 3D visualization of scientific data.
Part of the Enthought Tool Suite.
Requires VTK.
- Menpo, a framework for manipulating annotated data.
- Mercurial, a fast scalable distributed SCM (revision control, version control) system.
- MeshPy offers quality triangular and tetrahedral mesh generation.
- Milk, a machine learning toolkit.
- Minepy, maximal information-based nonparametric exploration.
- Mistune, the fastest markdown parser in pure Python.
- MKL-service, bindings to some MKL service functions.
Requires numpy+mkl.
- MKL_fft, a NumPy-based Python interface to Intel (R) MKL FFT functionality.
Requires numpy+mkl.
- MKL_random, a NumPy-based Python interface to Intel (R) Random Number Generation functionality.
Requires numpy+mkl.
- Mlpy, a module for machine learning.
- mmLib, the Python Macromolecular Library.
- MMTK (Molecular Modelling Toolkit), a library for molecular simulation applications.
- Mod_wsgi, a WSGI adapter module for the Apache HTTP Server 2.x.
Linked against the VC10, and VC14 binaries from Apache Lounge and VC9 binaries from Apache House.
See Running mod_wsgi on Windows for version (in)compatibilities.
- ModernGL, modern OpenGL bindings.
- Molmass, Molecular Mass Calculations.
- Mpi4py provides bindings of the Message Passing Interface (MPI) standard.
Requires Microsoft MPI v10.0.
- Mplcairo, a (new) cairo backend for Matplotlib.
- Msgpack, MessagePack, an efficient binary serialization format.
- Multidict, a dict that may have several values for the same key.
- MultiNEAT, a portable neuroevolution library.
- Multiprocess, better multiprocessing and multithreading.
- mxBase contains packages such as mxDateTime, mxTextTools, mxTools, etc.
- MySQL-python, a Python database API 2.0 interface for the MySQL database
Consider mysqlclient, a Python 3 compatible fork of MySQL-python.
- Mysqlclient, a fork of the MySQL-python interface for the MySQL database.
- Natgrid, an interface to the natgrid C library for gridding irregularly spaced data.
- NDimage, multi-dimensional image processing (fork of scipy.ndimage).
- NetCDF4 reads and writes NetCDF and HDF5 files.
Requires cftime.
- Netifaces, portable network interface information.
- Netpbmfile, read and write Netpbm files.
- NIPY is for analysis of structural and functional neuroimaging data.
Requires numpy+mkl.
- NiTime, a library for time-series analysis of data from neuroscience experiments.
- NLopt, a library for nonlinear optimization.
- nMOLDYN, an interactive analysis program for Molecular Dynamics simulations.
- Noise generates Perlin/simplex noise.
- Numba, a NumPy aware dynamic compiler.
Requires numpy+mkl and llvmlite.
- Numcodecs provides buffer compression and transformation codecs for use in data storage and communication applications.
- Numexpr, a fast numerical array expression evaluator.
Requires numpy+mkl.
- NumPy, a fundamental package needed for scientific computing with Python.
Numpy+MKL is linked to the Intel® Math Kernel Library and includes required DLLs in the numpy.core directory.
Numpy+Vanilla is a minimal distribution, which does not include any optimized BLAS libray or C runtime DLLs.
- Numpy-quaternion, add built-in support for quaternions to numpy.
- Numpy-stl, makes working with STL files (and 3D objects in general) fast and easy.
- ObsPy, a framework for processing seismological data.
- ODE, the Open Dynamics Engine, a high performance library for simulating rigid body dynamics.
- Oiffile, read Olympus(r) image files (OIF and OIB).
Requires tifffile.
- Open3D, a modern library for 3D data processing.
- OpenBabel, the open source chemistry toolbox.
- OpenCV, a real time computer vision library.
- OpenEXR are bindings for ILM's OpenEXR image file format.
- OpenImageIO, a library for reading and writing images with emphasis on animation and visual effects.
Includes OpenColorIO.
- OpenPIV, a package for Particle Image Velocimetry (PIV).
- openTSNE, an extensible, parallel implementations of t-SNE.
- Orange, a machine learning and interactive data mining toolbox.
Requires pyqt4, pyqwt, and networkx.
- Osqp, the Operator Splitting QP Solver.
- Oursql, a set of bindings for the MySQL database.
- Pandas, a cross-section and time series data analysis toolkit.
Requires numpy, dateutil, pytz, setuptools, and optionally numexpr, bottleneck, scipy,
matplotlib, pytables, lxml, xarray, blosc, snappy, brotlipy, backports.lzma, statsmodels, sqlalchemy, psycopg2, and whatnot.
- Param provides Parameters.
- Peewee, a small, expressive ORM.
- Pendulum, datetimes made easy.
- Persistent, translucent persistent objects.
- Pgmagick is yet another wrapper for GraphicsMagick.
- Pillow, 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`.
- Pillow-SIMD, a fork of Pillow with SIMD optimizations.
- Pip is the recommended tool for installing Python packages.
- Planar, a 2D planar geometry library.
- Pocketsphinx, an interface to the CMU SphinxBase and PocketSphinx libraries.
- Polygon handles polygonal shapes in 2D.
This library is free for non-commercial use only.
- Polylearn, a library for factorization machines and polynomial networks for classification and regression.
- Polymode performs modal analysis of microstructured optical fibers.
Requires numpy+mkl.
- PostgresAdapter, PostgreSQL and PostGIS adapters forked from IOPro.
- Protobuf, Protocol Buffers - Google's data interchange format.
- Psf, point spread function (PSF) calculations for fluorescence microscopy.
- Psutil provides information on running processes and system utilization.
- Psycopg, a PostgreSQL database adapter.
- PuLP, an LP modeler using the CoinMP library.
Requires pyparsing.
- Py-earth, an implementation of Jerome Friedman's multivariate adaptive regression splines.
- Py-fcm, a library for flow cytometry.
- Py-lmdb, binding for the LMDB Lightning Database.
- Py2exe converts Python scripts into executable Windows programs.
- Py_gd, a wrapper for the libgd graphics drawing library.
- PyAlembic provides bindings for the Alembic computer graphics interchange framework.
Includes OpenEXR PyIlmBase.
- PyAMF provides Action Message Format (AMF) support.
- PyAMG, a library of Algebraic Multigrid (AMG) solvers.
- PyArrow, a columnar in-memory analytics layer designed to accelerate big data.
- Pyasn, IP address to Autonomous System Number lookup.
- PyAudio provides bindings for the PortAudio library.
Includes ASIO, DS, WMME, WASAPI, WDMKS support.
- PyBluez, a wrapper around system Bluetooth resources.
- PyBox2D, a 2D physics library based on Box2D.
- Pycairo, a set of bindings for the cairo graphics library.
These builds are not compatible with PyGTK and wxPython.
- Pycares provides an interface to c-ares.
- PyCifRW provides support for reading and writing CIF files.
- PyCLD2, bindings for the Compact Language Detector 2.
- PyClearVolume, bindings for the ClearVolume renderer.
- PyCluster implements clustering methods for gene expression data analysis.
- PyCogent, a software library for genomic biology.
- PyCorrFit, a versatile tool for FCS data analysis.
- Pycosat, bindings to the PicoSAT SAT solver.
- PyCryptoSat, bindings for CryptoMiniSat, an advanced SAT Solver.
- PyCUDA gives access to Nvidia's parallel computing API.
Requires pytools, matching CUDA Toolkit, compatible Nvidia driver, and MSVC compiler.
- PycURL, a interface to the libcurl library.
- Pycvodes, a wrapper around cvodes (from the sundials library).
- PyDbg, a Win32 debugger interface.
Includes the pydasm disassembly library.
- PyDDE, a numerical solver for systems of delay differential equations (DDEs).
- PyDenseCRF, dense (fully connected) CRFs with gaussian edge potentials.
- PyEDA, a library for electronic design automation.
- PyEMD implements the Earth Mover's Distance.
- PyEphem provides scientific-grade astronomical computations.
- Pyexiv2 provides bindings to the exiv2 library for image metadata.
- PyFFTW, a wrapper around the FFTW C library.
- PyFITS provides an interface to FITS formatted files.
This package is now part of astropy.
- pyFLTK, a wrapper for the Fast Light Tool Kit cross-platform graphical user-interface library.
- PyFlux, a time series library.
- pyFM, Factorization Machines.
- PyFMI enables loading and interacting with Functional Mock-Up Units (FMUs).
Requires numpy+mkl, assimulo, lxml and scipy.
- Pygame, a library for writing games based on the SDL library.
- Pygit2, a set of bindings to the libgit2 shared library.
- PyGraphviz, an interface to the Graphviz graph layout and visualization package.
Requires graphviz-2.38.msi.
- PyGreSQL interfaces to a PostgreSQL database.
- PyGTK, a wrapper for the GTK+ library.
Requires the GTK+ 2.22 runtime.
The pycairo module was moved to gtk.cairo.
- PyHDF, a wrapper around the NCSA HDF4 library.
- PyHook, a wrapper for global input hooks in Windows.
PyWinHook is a maintained fork of this package.
- Pyhull, a wrapper to qhull.
- PyICU wraps the ICU (International Components for Unicode) library.
- PyISAPIe, an ISAPI extension for IIS.
- PyJNIus, access Java classes as Python classes using JNI.
- Pykinsol, a wrapper around KINSOL (from the sundials library).
- PyKSVD, a highly optimized, parallel implementation of the Batch-OMP version of the KSVD learning algorithm.
- Pyldap a fork of python-ldap, which provides an object-oriented API to access LDAP directory servers via OpenLDAP.
- PyLibDeconv, a wrapper for the deconv library.
Requires numpy+mkl.
- PyLibTiff, a package for reading and writing TIFF and LSM files.
- PyLZMA, bindings for the LZMA compression library.
- Pymatgen, a library for materials analysis.
- PyMC, a Markov chain Monte Carlo.
Requires numpy+mkl.
- PyMca, a toolkit for X-ray fluorescence data analysis.
- PyMCMC, a Markov chain Monte Carlo.
Requires numpy+mkl.
- PyMCubes, is an implementation of the marching cubes algorithm to extract isosurfaces from volumetric data.
- PyMedia, a module for media files manipulations.
- PyMetis, a wrapper for the METIS graph partitioning software.
- PyMinuit provides an interface to Minuit for minimizing general N-dimensional functions.
- PyMix implements algorithms and data structures for data mining applications.
- PyMOL, a molecular visualization product for rendering and animating 3D molecular structures.
PyMOL is a trademark of Schrodinger, LLC.
Requires numpy+mkl and PMW. Excludes the web module.
Conflicts with the chempy package.
- Pymongo, a driver for the Mongo database.
- Pymssql, a simple MS SQL database interface based on FreeTDS.
- Pymunk, a 2d physics library built on top of Chipmunk.
- Pymutt (experimental icl build) implements a multi-taper Fourier spectral estimator.
Requires numpy+mkl.
- PyMVPA performs multivariate pattern analysis.
- PyODBC, an Open Database Connectivity (ODBC) adapter.
- Pyodeint, a wrapper around odeint (from the boost C++ library).
- PyOpenCL gives access to the OpenCL parallel computing API.
Requires pytools, mako, cffi and an OpenCL compatible driver (e.g. from Intel).
- PyOpenGL provides bindings to OpenGL, GLUT, and GLE.
- Pypmc, a toolkit for adaptive importance sampling.
- Pyproj, an interface to the PROJ library for cartographic transformations.
- PyQPBO, interface to the QPBO library.
- PyQt4, a set of bindings for the Qt4 application framework.
Requires write access to the site-packages\PyQt4 folder to create qt.conf.
- PyQwt plots data with Numpy and PyQt4.
Requires pyqt4 and oldnumeric.
- Pyropes, a scalable and efficient string implementation.
- Pyrsistent, Persistent/Immutable/Functional data structures.
- pyRXP, a fast, validating XML Parser.
- PySFML provides bindings for SFML 2, the Simple and Fast Multimedia Library.
- PySide provides bindings for the Qt cross-platform application and UI framework
Using source code by krrr for VC14 builds.
- pySLALIB, wrappers for the astro library SLALIB.
Requires numpy+mkl.
- PySparse, a fast sparse matrix library.
Requires numpy+mkl.
- Pyspharm, a spherical harmonic transform module based on SPHEREPACK.
Requires numpy+mkl.
- Pysqlite, a DB-API 2.0 interface for SQLite databases.
- PyStemmer calculates stemmed forms of words.
- PyStruct, a simple structured learning framework.
- Pyswisseph, Python extension to the Swiss Ephemeris.
- PyTables, a package for managing hierarchical datasets based on the HDF5 library.
Requires numexpr.
- Python-cjson implements a very fast JSON encoder/decoder.
- Python-geohash, a fast, accurate python geohashing library.
- Python-igraph, 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.