[absl-py] description=Abseil Python Common Libraries [adodbapi] description=A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [aiodns] description=Simple DNS resolver for asyncio [aiofiles] description=File support for asyncio. [aiohttp] description=http client/server for asyncio [alabaster] description=A configurable sidebar-enabled Sphinx theme [algopy] description=Taylor Arithmetic Computation and Algorithmic Differentiation [altair] description=High-level declarative visualization library for Python [altair_widgets] description=Altair Widgets: An interactive visualization for statistical data for Python. [amqp] description=Low-level AMQP client for Python (fork of amqplib). [aniso8601] description=A library for parsing ISO 8601 strings. [ansiwrap] description=textwrap, but savvy to ANSI colors and styles [anyjson] description=Wraps the best available JSON implementation available in a common interface [apispec] description=A pluggable API specification generator. Currently supports the OpenAPI specification (f.k.a. the Swagger specification). [apistar] description=API documentation, validation, mocking, and clients. [aplus] description=An implementation of the Promises/A+ specification and test suite in Python [appdirs] description=A small Python module for determining appropriate " + "platform-specific dirs, e.g. a "user data dir". [apptools] description=Enthought application tools [args] description=Command Arguments for Humans. [asgiref] description=ASGI specs, helper code, and adapters [asciitree] description=Draws ASCII trees. [asn1crypto] description=Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval] description=Safe, minimalistic evaluator of python expression using ast module [astor] description=Read/rewrite/write Python ASTs [astroid] description=Rebuild a new abstract syntax tree from Python's ast (required for pylint) [astroml] description=tools for machine learning and data mining in Astronomy [astropy] description=Community-developed python astronomy tools [async_generator] description=Async generators and context managers for Python 3.5+ [async_timeout] description=Timeout context manager for asyncio programs [atomicwrites] description=Powerful Python library for atomic file writes. [attrs] description=Classes Without Boilerplate [autopep8] description=A tool that automatically formats Python code to conform to the PEP 8 style guide [azureml_dataprep] description=Azure ML Data Preparation SDK [babel] description=Internationalization utilities [backcall] description=Specifications for callback functions passed in to an API [backports_abc] description=A backport of recent additions to the 'collections.abc' module. [backports.shutil_get_terminal_size] description=A backport of the get_terminal_size function from Python 3.3's shutil. [backports.ssl_match_hostname] description=The ssl.match_hostname() function from Python 3.4 [backports.weakref] description=Backport of new features in Python's weakref module [baresql] description=playing SQL directly on Python datas [bcolz] description=columnar and compressed data containers. [bcrypt] description=Modern password hashing for your software and your servers [beautifulsoup4] description=Screen-scraping library [billiard] description=Python multiprocessing fork with improvements and bugfixes [bitarray] description=efficient arrays of booleans -- C extension [bkcharts] description=High level chart types built on top of Bokeh [blaze] description=Blaze [bleach] description=An easy whitelist-based HTML-sanitizing tool [blosc] description=Blosc data compressor [bloscpack] description=Command line interface to and serialization format for Blosc [bokeh] description=Statistical and novel interactive HTML plots for Python [boto3] description=The AWS SDK for Python [botocore] description=Low-level, data-driven core of boto 3. [bottle] description=Fast and simple WSGI-framework for small web-applications. [bottleneck] description=Fast NumPy array functions written in Cython [bqplot] description=Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca] description=Generate complex HTML+JS pages with Python [brewer2mpl] description=Connect colorbrewer2.org color maps to Python and matplotlib [brotli] description=Python binding of the Brotli compression library [cachetools] description=Extensible memoizing collections and decorators [cartopy] description=A cartographic python library with matplotlib support for visualisation [castra] description=On-disk partitioned store [cchardet] description=Universal encoding detector. This library is faster than chardet. [cssselect] description=cssselect parses CSS3 Selectors and translates them to XPath 1.0 [celery] description=Distributed Task Queue. [celerite] description=Scalable 1D Gaussian Processes [certifi] description=Python package for providing Mozilla's CA Bundle. [ceodbc] description=Python interface to ODBC [cffi] description=Foreign Function Interface for Python calling C code. [cftime] description=time-handling functionality from netcdf4-python [chainer] description=A flexible framework of neural networks [chardet] description=Universal encoding detector for Python 2 and 3 [click] description=A simple wrapper around optparse for powerful command line utilities. [click_plugins] description=An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj] description=Click params for commmand line interfaces to GeoJSON [clint] description=Python Command Line Interface Tools [cloudpickle] description=Extended pickling support for Python objects [clrmagic] description=IPython cell magic to use .NET languages [cmarkgfm] description=Minimal bindings to GitHub's fork of cmark [cntk] description=The Microsoft Cognitive Toolkit [colorama] description=Cross-platform colored terminal text [colorcet] description=A set of useful perceptually uniform colormaps for plotting scientific data [coloredlogs] description=Colored terminal output for Python's logging module [comtypes] description=Pure Python COM package [commonmark] description=Python parser for the CommonMark Markdown spec [configobj] description=Config file reading, writing and validation. [configparser] description=This library brings the updated configparser from Python 3.5 to Python 2.6-3.5. [contextlib2] description=Backports and enhancements for the contextlib module [contextvars] description=PEP 567 Backport [corner] description=Make some beautiful corner plots of samples. [coverage] description=Code coverage measurement for Python [cryptography] description=cryptography is a package which provides cryptographic recipes and primitives to Python developers [cupy] description=NumPy-like API accelerated with CUD [curio] description=Curio - Concurrent I/O [cvxcanon] description=common operations for convex optimization modeling tools. [cvxopt] description=Convex optimization package [cvxpy] description=A domain-specific language for modeling convex optimization problems in Python [cx_freeze] description=Deployment tool which converts Python scripts into stand-alone Windows executables (i.e. target machine does not require Python or any other library to be installed) [cycler] description=Composable style cycles [cymem] description=Manage calls to calloc/free through Cython [cyordereddict] description=Cython implementation of Python's collections.OrderedDict [cython] description=Cython is a language that makes writing C extensions for the Python language as easy as Python [cytoolz] description=Cython implementation of Toolz: High performance functional utilities [dash] description=A Python framework for building reactive web-apps. Developed by Plotly. [dask] description=Minimal task scheduling abstraction [dask_ml] description=a library for distributed and parallel machine learning using dask [dask-searchcv] description=Tools for doing hyperparameter search with Scikit-Learn and Dask [dataclasses] description=A backport of the dataclasses module for Python 3.6 [datafabric] description=Distributed In-Memory system for analytics [datashader] description=Data visualization toolchain based on aggregating into a grid [datashape] description=A data description language [db.py] description=a db package that doesn't suck [decorator] description=Better living through Python with decorators [defusedxml] description=XML bomb protection for Python stdlib modules [descartes] description=Use geometric objects as matplotlib paths and patches [dill] description=serialize all of python (almost) [distribute] description=Download, build, install, upgrade, and uninstall Python packages - easily [distributed] description=Distributed computing [dm_sonnet] description=Sonnet is a library for building neural networks in TensorFlow. [docopt] description=Pythonic argument parser, that will make you smile [docrepr] description=docrepr renders Python docstrings in HTML. [docutils] description=Text processing system for processing plaintext documentation into useful formats, such as HTML or LaTeX (includes reStructuredText) [dopamine] description=A library to use DopamineLabs machine learning API [dynd] description=Python exposure of DyND [egenix-mx-base] description=eGenix.com mx Base Distribution: mxDateTime, mxTextTools, mxProxy, mxBeeBase, mxURL, mxUID, mxStack, mxQueue and mxTools [ecos] description=This is the Python package for ECOS: Embedded Cone Solver [edward] description=A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow. [emcee] description=Kick ass affine-invariant ensemble MCMC sampling [enum34] description=Python 3.4 Enum backported to 3.3, 3.2, 3.1, 2.7, 2.6, 2.5, and 2.4 [entrypoints] description=Discover and load entry points from installed packages [envisage] description=Enthought extensible application framework [falcon] description=An unladen web framework for building APIs and app backends. [fastcache] description=C implementation of Python 3 functools.lru_cache [fastai] description=fastai makes deep learning with PyTorch faster, more accurate, and easier [fasteners] description=A python package that provides useful locks. [fastparquet] description=Python support for Parquet file format [fastprogress] description=A nested progress with plotting options for fastai [fastrlock] description=A fast RLock implementation for CPython [fast-histogram] description=Fast 1D and 2D histogram functions in Python [fbprophet] description=Automatic Forecasting Procedure [feather-format] description=Python interface to the Apache Arrow-based Feather File Format [fenics] description=The FEniCS Project Python Metapackage [filelock] description=A platform independent file lock. [fiona] description=reads and writes spatial data files [flask] description=A microframework based on Werkzeug, Jinja2 and good intentions [flask-compress] description=Compress responses in your Flask app with gzip. [flask-cors] description=A Flask extension adding a decorator for CORS support [flask-seasurf] description=SeaSurf is a Flask extension for preventing cross-site request forgery (CSRF) [flexx] description=Pure Python toolkit for creating GUI's using web technology. [flit] description=Simplified packaging of Python modules [folium] description=Make beautiful maps with Leaflet.js & Python [fonttools] description=Tools to manipulate font files [formlayout] description=Module for creating form dialogs/widgets to edit various type of parameters without having to write any GUI code [fuel] description=Data pipeline framework for machine learning [funcsigs] description=Python function signatures from PEP362 for Python 2.6, 2.7 and 3.2+ [functools32] description=Backport of the functools module from Python 3.2.3 for use on 2.7 and PyPy. [future] description=Clean single-source support for Python 3 and 2 [futures] description=Backport of the concurrent.futures package from Python 3.2 [fuzzywuzzy] description=Fuzzy string matching in python [gast] description=Python AST that abstracts the underlying Python version [gdal] description=Geospatial Data Abstraction Library [gensim] description=Python framework for fast Vector Space Modelling [geopy] description=Python Geocoding Toolbox [geographiclib] description=The geodesic routines from GeographicLib [geopandas] description=Geographic pandas extensions [geoviews] description=Stop plotting your data - annotate your data and let it visualize itself... on a map! [ggplot] description=ggplot for python [ghost.py] description=Webkit based webclient. [gin_config] description=Gin-config: a lightweight configuration library for Python [gitdb2] description=Git Object Database [gitpython] description=Python Git Library [gmpy2] description=GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x [gnumath] description=Extensible array functions that operate on xnd containers. [google-api-python-client] description=Google API Client Library for Python [gr] description=Python visualization framework [graphql_relay] description=Relay implementation for Python [graphql_core] description=GraphQL implementation for Python [graphviz] description=Simple Python interface for Graphviz [graphene] description=GraphQL Framework for Python [graphql-server-core] description=GraphQL Server tools for powering your server [greenlet] description=Lightweight in-process concurrent programming [gridmap] description=Easily map Python functions onto a cluster using a DRMAA-compatible grid engine like Sun Grid Engine (SGE). [grpcio] description=HTTP/2-based RPC framework [guidata] description=Automatically generated graphical user interfaces for easy data set edition and display [guiqwt] description=Efficient curve/image plotting and other GUI tools for scientific data processing software development [gym] description=The OpenAI Gym: A toolkit for developing and comparing your reinforcement learning agents. [h11] description=A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [hdfs] description=HdfsCLI: API and command line interface for HDFS. [holoviews] description=Composable, declarative data structures for building complex visualizations easily. [heapdict] description=a heap with decrease-key and increase-key operations [hvplot] description=A high-level plotting API for pandas, dask, streamz and xarray built on HoloViews [html5lib] description=HTML parser based on the WHATWG HTML specification [httplib2] description=A comprehensive HTTP client library. [humanfriendly] description=Human friendly output for text interfaces using Python [husl] description=Human-friendly HSL (Hue-Saturation-Lightness) [h5py] description=General-purpose Python interface to HDF5 files (unlike PyTables, h5py provides direct access to the full HDF5 C library) [ibis-framework] description=Productivity-centric Python Big Data Framework [ipydatawidgets] description=A set of widgets to help facilitate reuse of large datasets across widgets [idlex] description=IDLE Extensions for Python [idna] description=Internationalized Domain Names in Applications (IDNA) [imageio] description=Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg] description=FFMPEG wrapper for Python [imbalanced_learn] description=Toolbox for imbalanced dataset in machine learning. [immutables] description=A high-performance immutable mapping type for Python [imagesize] description=Getting image size from png/jpeg/jpeg2000/gif file [intake] description=Data input plugin and catalog system [ipykernel] description=IPython Kernel for Jupyter [ipyleaflet] description=A Jupyter widget for dynamic Leaflet maps [ipympl] description=Matplotlib Jupyter Extension [ipyparallel] description=Interactive Parallel Computing with IPython [ipyscales] description=A widget library for scales [ipython] description=Enhanced Python shell [ipython-genutils] description=Vestigial utilities from IPython [ipython-sql] description=RDBMS access via IPython [ipyvega] description=IPython/Jupy [ipyvolume] description=3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL [ipywebrtc] description=WebRTC for Jupyter notebook/lab [ipywidgets] description=IPython HTML widgets for Jupyter [isort] description=A Python utility / library to sort Python imports. [itsdangerous] description=Various helpers to pass trusted data to untrusted environments and back. [jedi] description=An autocompletion tool for Python that can be used for text editors [jinja2] description=Sandboxed template engine (provides a Django-like non-XML syntax and compiles templates into executable python code) [jmespath] description=JSON Matching Expressions [joblib] description=Lightweight pipelining: using Python functions as pipeline jobs. [jnius] description=Access Java classes from Python [jplephem] description=Use a JPL ephemeris to predict planet positions [jsonschema] description=An implementation of JSON Schema validation for Python [julia] description=Python interface to the Julia language [jupyter] description=Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_echarts_pypkg] description=Echarts pypi packages for jupyter and python [jupyterlab] description=Jupyter lab environment notebook server extension [jupyterlab_launcher] description=Jupyter Launcher [jupyter_client] description=Jupyter protocol implementation and client libraries [jupyter_console] description=Jupyter terminal console [jupyter_core] description=Jupyter core package. A base package on which Jupyter projects rely. [jupyterlab_server] description=JupyterLab Server [jupyter_sphinx] description=Jupyter Sphinx Extensions [jupytext] description=Jupyter notebooks as Markdown documents, Julia, Python or R scripts [kapteyn] description=Python modules for astronomical applications [keras] description=Theano-based Deep Learning library [keras-applications] description=Reference implementations of popular deep learning models [keras-preprocessing] description=Easy data preprocessing and data augmentation for deep learning models [keras-vis] description=Neural network visualization toolkit for keras [keyring] description=Store and access your passwords safely. [kivy] description=A software library for rapid development of hardware-accelerated multitouch applications. [kivy-garden] description=Garden tool for kivy flowers. [kiwisolver] description=an efficient implementation of the Cassowary constraint solving algorithm. [knit] description=Python tool for defining and deploying YARN Applications [kombu] description=Messaging library for Python. [lasagne] description=neural network tools for Theano [lazy-object-proxy] description=A fast and thorough lazy object proxy. [libpython] description=The MinGW import library for Python [lightfm] description=A Python implementation of LightFM, a hybrid recommendation algorithm. [lightning-python] description=A Python client library for the Lightning data visualization server [llvmlite] description=lightweight wrapper around basic LLVM functionality [llvmpy] description=Python bindings for LLVM [lmfit] description=Least-Squares Minimization with Bounds and Constraints [lml] description=Load me later. A loading plugin management system. [lock] description=spyder lock [locket] description=File-based locks for Python for Linux and Windows [locket.py] description=File-based locks for Python for Linux and Windows [logilab-astng] description=Rebuild a new abstract syntax tree from Python's ast (required for pylint) [logilab-common] description=Collection of low-level Python packages and modules used by Logilab projects (required for pylint) [logutils] description=Logging utilities [loky] description=Robust and reusable Executor for joblib [lxml] description=Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4] description=LZ4 Bindings for Python [mahotas] description=Computer Vision library [mako] description=A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown] description=Python implementation of Markdown. [markdown2] description=A fast and complete Python implementation of Markdown [markupsafe] description=Implements a XML/HTML/XHTML Markup safe string for Python [marshmallow] description=A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib] description=2D plotting library (embeddable in GUIs created with PyQt) [mayavi] description=The Mayavi scientific data 3-dimensional visualizer. [mccabe] description=McCabe checker, plugin for flake8 [metakernel] description=Metakernel for Jupyter [mingwpy] description=the python friendly windows compiler toolchain [mistune] description=The fastest markdown parser in pure Python, inspired by marked. [mizani] description=Scales for Python [mlxtend] description=Machine Learning Library Extensions [mkl-service] description=Python bindings to some MKL service functions [mlflow] description=An ML Workflow Tool [mock] description=Rolling backport of unittest.mock for all Pythons [modergnl] description=Modern OpenGL binding for python [monotonic] description=An implementation of time.monotonic() for Python 2 & < 3.3 [more-itertools] description=More routines for operating on iterables, beyond itertools [moviepy] description=Video editing with Python [mpldatacursor] description=Interactive data cursors for Matplotlib [mpld3] description=D3 Viewer for Matplotlib [mpl-scatter-density] description=Fast scatter density plots for Matplotlib [mpmath] description=Python library for arbitrary-precision floating-point arithmetic [msgpack] description=MessagePack (de)serializer. [msgpack-numpy] description=Numpy data serialization using msgpack [msgpack-python] description=MessagePack (de)serializer. [multidict] description=multidict implementation [multipledispatch] description=A relatively sane approach to multiple dispatch in Python [multiprocess] description=better multiprocessing and multithreading in python [murmurhash] description=Cython bindings for MurmurHash2 [munch] description=A dot-accessible dictionary (a la JavaScript objects). [mxbase] description=eGenix.com mx Base Distribution: mxDateTime, mxTextTools, mxProxy, mxBeeBase, mxURL, mxUID, mxStack, mxQueue and mxTools [mypy] description=Optional static typing for Python [mypy_extensions] description=Experimental type system extensions for programs checked with the mypy typechecker. [mysql-connector-python] description=MySQL driver written in Python [nbbrowserpdf] description=LaTeX-free PDF generation from Jupyter Notebooks [nbconvert] description=Converting Jupyter Notebooks [nbconvert_reportlab] description=Convert notebooks to PDF using Reportlab [nbdime] description=Tools for diffing and merging of Jupyter notebooks [nbformat] description=The Jupyter Notebook format [nbgrader] description=A system for assigning and grading notebooks. [nbpresent] description=Next generation slides from Jupyter Notebooks [nbsphinx] description=Jupyter Notebook Tools for Sphinx [ndtypes] description=Dynamic types for data description and in-memory computations [netcdftime] description=Time-handling functionality from netcdf4-python [netcdf4] description=Provides an object-oriented python interface to the netCDF version 4 library [networkx] description=Python package for creating and manipulating graphs and networks [nltk] description=The Natural Language Toolkit (NLTK) is a Python package for natural language processing. [nose] description=nose is a discovery-based unittest extension (e.g. NumPy test module is using nose) [notebook] description=# Jupyter Notebook [nteract_on_jupyter] description=Extension for the jupyter notebook server and nteract [numba] description=compiling Python code using LLVM [numcodecs] description=buffer compression and transformation codecs for use in data storage and communication applications [numdifftools] description=Solves automatic numerical differentiation problems in one or more variables. [numexpr] description=Fast evaluation of array expressions elementwise by using a vector-based virtual machine [numpy] description=NumPy: multidimensional array processing for numbers, strings, records and objects (SciPy''s core module) [numpydoc] description=Sphinx extension to support docstrings in Numpy format [nvidia-ml-py3] description=Python Bindings for the NVIDIA Management Library [oauth2client] description=OAuth 2.0 client library [observations] description=Tools for loading standard data sets in machine learning [octave_kernel] description=A Jupyter kernel for Octave. [oct2py] description=Python to GNU Octave bridge --> run m-files from python. [odo] description=Data migration in Python [olefile] description=Python package to parse, read and write Microsoft OLE2 files [opencv_python] description=Open Source Computer Vision Library [openimageio] description=a library for reading and writing images with emphasis on animation and visual effects. [openpyxl] description=A Python library to read/write Excel 2007 xlsx/xlsm files [orange] description=a component-based data mining framework. [osqp] description=the Operator Splitting QP Solver. [outcome] description=Capture the outcome of Python function calls. [packaging] description=Core utilities for Python packages [palettable] description=Color palettes for Python [palladium] description=Framework for setting up predictive analytics services [pandas] description=Powerful data structures for data analysis, time series and statistics [pandasql] description=sqldf for pandas [pandas-datareader] description=Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandas-ply] description=functional data manipulation for pandas [pandocfilters] description=Utilities for writing pandoc filters in python [panel] description=A high-level Python toolkit for composing widgets and plots [papermill] description=Parametrize and Run Jupyter Notebooks [param] description=Declarative Python programming using Parameters. [parambokeh] description=Declarative Python programming using Parameters. [paramnb] description=Generate ipywidgets from Parameterized objects in the notebook [paramiko] description=SSH2 protocol library [parse] description=parse() is the opposite of format() [parso] description=A Python Parser [partd] description=Appendable key-value storage [path.py] description=A module wrapper for os.path [patsy] description=Describing statistical models using symbolic formulas [pbr] description=Python Build Reasonableness [pdfrw] description=pure Python library that reads and writes PDFs [pdvega] description=Pandas plotting interface to Vega and Vega-Lite [peewee] description=a small, expressive ORM. [pep8] description=Python style guide checker [pexpect] description=Pexpect allows easy control of interactive console applications. [pgmagick] description=Yet Another Python wrapper for GraphicsMagick [pg8000] description=PostgreSQL interface library [pkginfo] description=Query metadatdata from sdists / bdists / installed packages. [picklable_itertools] description=itertools. But picklable. Even on Python 2. [pickleshare] description=Tiny 'shelve'-like database with concurrency support [pil] description=Python Imaging Library - (basic) Image processing library [pillow] description=Python Imaging Library (fork) [pip] description=A tool for installing and managing Python packages [plotly] description=Python plotting library for collaborative, interactive, publication-quality graphs. [plotnine] description=A grammar of graphics for python [plotpy] description=plotpy is a set of tools for curve and image plotting [pluggy] description=plugin and hook calling mechanisms for python [ply] description=Python Lex & Yacc [polygon2] description=Polygon2 is a Python-2 package that handles polygonal shapes in 2D [polygon3] description=Polygon3 is a Python-3 package that handles polygonal shapes in 2D [pomegranate] description=Pomegranate is a graphical models library for Python, implemented in Cython for speed. [ppci] description=A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [preshed] description=Cython hash table that trusts the keys are pre-hashed [prettytable] description=A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [prettytensor] description=Pretty Tensor makes learning beautiful [proglog] description=Log and progress bar manager for console, notebooks, web... [progressbar] description=Text progress bar library for Python. [progressbar2] description=A Python Progressbar library to provide visual (yet text based) progress tolong running operations. [prometheus_client] description=Python client for the Prometheus monitoring system. [promise] description=Promises/A+ implementation for Python [prompt_toolkit] description=Library for building powerful interactive command lines in Python [protobuf] description=Protocol Buffers - Google's data interchange format [psutil] description=Provides an interface for retrieving information on all running processes and system utilization (CPU, disk, memory, network) in a portable way [psycopg2] description=Python-PostgreSQL Database Adapter [ptpython] description=Python REPL build on top of prompt_toolkit [ptyprocess] description=Run a subprocess in a pseudo terminal [pulp] description=PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems [pweave] description=Scientific reports with embedded python computations with reST, LaTeX or markdown [py] description=library with cross-python path, ini-parsing, io, code, log facilities [pyct] description=python package common tasks for users (e.g. copy examples, fetch data, ...) [pyarrow] description=Python library for Apache Arrow [pyasn1] description=ASN.1 types and codecs [pyasn1-modules] description=A collection of ASN.1-based protocols modules [pyaudio] description=Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3] description=Handlebars.js templating for Python 3 and 2 [pybind11] description=Seamless operability between C++11 and Python [pycares] description=Python interface for c-ares [pycairo] description=Python bindings for the cairo library [pycodestyle] description=Python style guide checker [pycosat] description=bindings to picosat (a SAT solver) [pycparser] description=C parser in Python [pydicom] description=Pure python package for working with DICOM files (medical imaging) [pydispatcher] description=Multi-producer-multi-consumer signal dispatching mechanism [pydocstyle] description=Python docstring style checker [pydot-ng] description=Python interface to Graphviz's Dot [pyecharts] description=Python echarts, make charting easier [pyecharts_javascripthon] description=Embeded Python functions in pyecharts [pyecharts-jupyter-installer] description=Install pyecharts extensions into jupyter [pyeda] description=PyEDA is a Python library for electronic design automation. [pyface] description=Enthought traits-capable windowing framework [pyflakes] description=passive checker of Python programs [pyflux] description=Open source time series library for Python [pygame] description=Pygame gives multimedia to python. [pygbm] description=Experimental, numba-based Gradient Boosting Machines [pygit2] description=Python bindings for libgit2. [pyglet] description=Cross-platform windowing and multimedia library [pygments] description=Generic syntax highlighter for general use in all kinds of software url=http://pygments.org [pygraphviz] description=Python interface to Graphviz graph drawing package [pyhdf] description=Python interface to HDF4 files (Hierarchical Data Format version 4) category=dataproc [PyHive] description=PyHive is a collection of Python DB-API and SQLAlchemy interfaces for Presto and Hive. [PyInstaller] description=PyInstaller bundles a Python application and all its dependencies into a single package. [pylearn2] description=A Machine Learning library based on Theano [pylint] description=Logilab code analysis module: analyzes Python source code looking for bugs and signs of poor quality [pymc] description=Markov Chain Monte Carlo sampling toolkit. [pymc3] description=Markov Chain Monte Carlo sampling toolkit. [pymeta3] description=Pattern-matching language based on Meta for Python 3 and 2 [pymongo] description=Python driver for MongoDB [pynacl] description=Python binding to the Networking and Cryptography (NaCl) library [pyodbc] description=DB API Module for ODBC [pyomo] description=Pyomo: Python Optimization Modeling Objects [pyopencl] description=Python wrapper for OpenCL [pyopengl] description=Cross platform Python binding to OpenGL and related APIs [pyopenssl] description=Python wrapper module around the OpenSSL library [pypandoc] description=Thin wrapper for pandoc. [pypdf2] description=PDF toolkitPDF toolkit [pyparsing] description=A Python Parsing Module [pyproj] description=Python interface to PROJ.4 library [pyqt] description=Cross-platform Application Framework: GUI, widgets, SQL, OpenGL, XML, Unicode... [pyqtchart] description=Python bindings for the Qt Charts library [pyqtdatavisualization] description=Python bindings for the Qt Data Visualization library [pyqtdeploy] description=PyQt Application Deployment Tool [pyqtgraph] description=Scientific Graphics and GUI Library for Python [pyqtpurchasing] description=Python bindings for the Qt Purchasing library [pyqt4] description=Python bindings for the Qt cross platform GUI toolkit url=http://www.riverbankcomputing.co.uk/software/pyqt/intro [pyqt5] description=Python bindings for the Qt cross platform GUI toolkit url=http://www.riverbankcomputing.co.uk/software/pyqt/intro [pyqt5_sip] description=Python extension module support for PyQt5 [pyqtdoc] description=PyQtdoc installs Qt documentation for PyQt4 [pyqtdesignerplugins] description=PyQtdesignerplugins installs Python Qt designer plugins (Matplotlib, guiqwt, etc.) for PyQt4 [pyqtwebengine] description=Python bindings for the Qt 3D framework [pyqwt] description=2D plotting library (set of Python bindings for the Qwt library featuring fast plotting) [pyreadline] description=IPython needs this module to display color text in Windows command window [pyrro_ppl] description=A Python library for probabilistic modeling and inference [pyrsistent] description=Persistent/Functional/Immutable data structures [pyserial] description=Library encapsulating the access for the serial port [pyshp] description=Pure Python read/write support for ESRI Shapefile format [pyside] description=Python binding of the cross-platform GUI toolkit Qt [pyside2] description=Python binding of the cross-platform GUI toolkit Qt [pystache] description=Mustache for Python [pystan] description=Python interface to Stan, a package for Bayesian inference [pytest] description=pytest: simple powerful testing with Python [pytest_runner] description=Invoke py.test as distutils command with dependency resolution [python-crfsuite] description=Python binding for CRFsuite [python-dateutil] description=Powerful extensions to the standard datetime module [python-hdf4] description=Python-HDF4: Python interface to the NCSA HDF4 library [python-igraph] description=High performance graph data structures and algorithms [python_mimeparse] description=An unladen web framework for building APIs and app backends. [python-qwt] description=Qt plotting widgets for Python [python_jsonrpc_server] description=JSON RPC 2.0 server library [python_language_server] description=An implementation of the Language Server Protocol for Python [python_levenshtein] description=Python extension for computing string edit distances and similarities [python_multipart] description=A streaming multipart parser for Python [python_snappy] description=Python library for the snappy compression library from Google [pythonnet] description=.Net and Mono integration for Python [pythonqwt] description=Qt plotting widgets for Python [python-twitter] description=A Python wrapper around the Twitter API [python-zstandard] description=Python bindings to the Zstandard (zstd) compression library [pythran] description=Ahead of Time compiler for numeric kernels [pythreejs] description=Interactive 3d graphics for the Jupyter notebook, using Three.js from Jupyter interactive widgets. [pytools] description=A collection of tools for Python [pytz] description=World Timezone Definitions for Python [PyUtilib] description=PyUtilib: A collection of Python utilities [pyvisa] description=Control all kinds of measurement equipment through various busses (GPIB, RS232, USB) [pyviz] description=How to solve visualization problems with Python tools. [pyviz_comms] description=Launch jobs, organize the output, and dissect the results [pywavelets] description=Wavelet transforms module [pywin32] description=Python library for Windows [pywin32_ctypes] description=A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty] description=Python bindings for the winpty library [pywinusb] description=USB / HID windows helper library [pyyaml] description=YAML parser and emitter for Python [pyzmq] description=Lightweight and super-fast messaging based on ZeroMQ library (required for IPython Qt console) [pyzo] description=the Python IDE for scientific computing [qdarkstyle] description=A dark style sheet for QtWidgets application [qtawesome] description=FontAwesome icons in PyQt and PySide applications [qtconsole] description=Jupyter Qt console [qtpy] description=Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [qscintilla] description=Python bindings for the QScintilla programmers editor widget [queuelib] description=Collection of persistent (disk-based) queues [quiver_engine] description=Interactive per-layer visualization for convents in keras [readme_renderer] description=a library for rendering "readme" descriptions for Warehouse [recommonmark] description=A markdown parser for docutils [redis] description=Python client for Redis key-value store [regex] description=Alternative regular expression module, to replace re. [reportlab] description=The PDF generation library [requests] description=Requests is an Apache2 Licensed HTTP library, written in Python, for human beings. [requests_file] description=File transport adapter for Requests [requests_ftp] description=FTP Transport Adapter for Requests. [requests_threads] description=Deferred Thread backend for Requests. [requests_toolbelt] description=A utility belt for advanced users of python-requests [requests_oauthlib] description=OAuthlib authentication support for Requests. [responder] description=A sorta familiar HTTP framework. [rfc3986] description=Validating URI References per RFC 3986 [rise] description=Live Reveal.js Jupyter/IPython Slideshow Extension [rodeo] description=an ide for data analysis in python [rope] description=a python refactoring library... [rope_py3k] description=a python refactoring library... [rpy2] description=Python interface to the R language (embedded R) [rsa] description=Pure-Python RSA implementation [rst2pdf] description=Tool for transforming reStructuredText to PDF using ReportLab [rtree] description=R-Tree spatial index for Python GIS [ruamel.yaml] description=a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [runipy] description=Run IPython notebooks from the command line [rx] description=Reactive Extensions (Rx) for Python [s3fs] description=Convenient Filesystem interface over S3 [s3transfer] description=An Amazon S3 Transfer Manager [sasl] description=Cyrus-SASL bindings for Python [schemapi] description=generate Python APIs from JSONSchema specifications [scidoc] description=Scidoc installs scientific libraries documentation (NumPy, SciPy, ...) [scikits.audiolab] description=Audio file I/O using NumPy arrays [scikits.timeseries] description=Time series manipulation [scikit-fuzzy] description=Fuzzy logic toolkit for SciPy [scikit-garden] description=A garden for scikit-learn compatible trees [scikit-learn] description=A set of Python modules for machine learning and data mining category=scientific [scikit-image] description=Image processing toolbox for SciPy category=improc [scikit-neuralnetwork] description=Deep neural networks without the learning cliff! A wrapper library compatible with scikit-learn. [scikit-optimize] description=Sequential model-based optimization toolbox. [scilab2py] description=Python to Scilab bridge [scilab_kernel] description=A Scilab kernel for IPython [scipy] description=SciPy: Scientific Library for Python (advanced math, signal processing, optimization, statistics, ...) [scrapy] description=A high-level Python Screen Scraping framework [scs] description=scs: splitting conic solver [seaborn] description=statistical data visualization [semantic_version] description=A library implementing the 'SemVer' scheme. [send2trash] description=Send file to trash natively under Mac OS X, Windows and Linux. [service_identity] description=Service identity verification for pyOpenSSL. [setuptools] description=Download, build, install, upgrade, and uninstall Python packages - easily [sframe] description=SFrame is an scalable, out-of-core dataframe, which allows you to work with datasets that are larger than the amount of RAM on your system. [sgp4] description=Track earth satellite TLE orbits using up-to-date 2010 version of SGP4 [shapely] description=Geometric objects, predicates, and operations [shiboken2] description=Shiboken generates bindings for C++ libraries using CPython source code [simplegeneric] description=Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson] description=Simple, fast, extensible JSON (JavaScript Object Notation) encoder/decoder [simpy] description=Event discrete, process based simulation for Python. [singledispatch] description=This library brings functools.singledispatch from Python 3.4 to Python 2.6-3.3 [sip] description=Python extension module generator for C and C++ libraries [six] description=Python 2 and 3 compatibility utilities [sklearn-theano] description=Scikit-learn compatible tools using theano [skll] description=SciKit-Learn Laboratory makes it easier to run machinelearning experiments with scikit-learn. [skorch] description=scikit-learn compatible neural network library for pytorch [skyfield] description=Elegant astronomy for Python [smmap] description=A pure python implementation of a sliding window memory map manager [smmap2] description=A pure python implementation of a sliding window memory map manager [snakeviz] description=An in-browser Python profile viewer [sniffio] description=Sniff out which async library your code is running under [snowballstemmer] description=This package provides 16 stemmer algorithms (15 + Poerter English stemmer) generated from Snowball algorithms. [sortedcollections] description=Python Sorted Collections [sortedcontainers] description=Python Sorted Container Types: SortedList, SortedDict, and SortedSet [sounddevice] description=Play and Record Sound with Python [soupsieve] description=A CSS4 selector implementation for Beautiful Soup. [spacy] description=Industrial-strength NLP [sparse] description=sparse multidimensional arrays on top of NumPy and Scipy.sparse [sphinx] description=Tool for generating documentation which uses reStructuredText as its markup language [sphinxcontrib-websupport] description=Sphinx API for Web Apps [sphinx_rtd_theme] description=ReadTheDocs.org theme for Sphinx, 2013 version. [spyder] description=The Scientific Python Development Environment: An IDE designed for interactive computing and data visualisation with a simple and intuitive user interface [spyder_kernels] description=Jupyter kernels for the Spyder console [spyder_notebook] description=Jupyter notebook integration with Spyder [spyder_reports] description=Spyder plugin to render Markdown reports using Pweave as a backend [spyder_terminal] description=Spyder plugin for displaying a virtual terminal (OS independent) inside the main Spyder window [spyder.line_profiler] description=A plugin to run the Python line profiler from within the Spyder editor [spyder.memory_profiler] description=A plugin to run the Python memory_profiler from within the Spyder editor [spyder.autopep8] description=A plugin to run the autopep8 Python linter from within the Spyder editor [sqlalchemy] description=SQL Toolkit and Object Relational Mapper [sqlite_bro] description=a graphic SQLite Client in 1 Python file [sqlite_web] description=Web-based SQLite database browser written in Python [sqlparse] description=Non-validating SQL parser [starlette] description=The little ASGI library that shines. [statsmodels] description=Statistical computations and models for use with SciPy [stormhttp] description=Performant asynchronous web application framework. [streamz] description=Streams [supersmoother] description=Python implementation of Friedman's Supersmoother [sympy] description=Symbolic Mathematics Library [tables] description=Package based on HDF5 library for managing hierarchical datasets (extremely large amounts of data) [tabulate] description=Pretty-print tabular data [tblib] description=Traceback serialization library. [tensorboard] description=TensorBoard lets you watch Tensors Flow [tensorflow] description=TensorFlow helps the tensors flow [tensorflow_estimator] description=TensorFlow Estimator. [tensorflow-probability] description=Probabilistic modeling and statistical inference in TensorFlow [tensorflow-tensorboard] description=TensorBoard lets you watch Tensors Flow [termcolor] description=ANSII Color formatting for output in terminal [terminado] description=Terminals served to term.js using Tornado websockets [testfixtures] description= a collection of helpers and mock objects that are useful when writing unit tests or doc tests. [testpath] description=Test utilities for code working with files and commands [textwrap3] description=textwrap from Python 3.6 backport (plus a few tweaks) [thinc] description=Practical Machine Learning for NLP [theano] description=Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs. [thrift] description= a software framework for scalable cross-language services development [thriftpy] description=Pure python implementation of Apache Thrift. [thrift-sasl] description=hrift SASL Python module that implements SASL transports for Thrift [toolz] description=List processing tools and functional utilities [torch] description=a deep learning framework. [torchfile] description=Torch7 binary serialized file parser [torchvision] description=Datasets, Transforms and Models specific to Computer Vision [tornado] description=Scalable, non-blocking web server and tools (required for IPython notebook) [tpot] description=A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming. [tqdm] description=A Simple Python Progress Meter [traitlets] description=Traitlets Python config system [traits] description=Enthought explicitly typed attributes for Python [traitsui] description=Enthought traits-capable user interfaces [traittypes] description=Scipy trait types [trio] description=An async/await-native I/O library for humans and snake people [trio_asyncio] description=a re-implementation of the asyncio mainloop on top of Trio [ttfquery] description=FontTools-based package for querying system fonts [tweepy] description=Twitter library for python [twine] description=Collection of utilities for interacting with PyPI [twisted] description=Event-driven networking engine written in Python [twitter] description=An API and command-line toolset for Twitter (twitter.com) [twython] description=Actively maintained, pure Python wrapper for the Twitter API. Supports both normal and streaming Twitter APIs [typed_ast] description=a fork of Python 2 and 3 ast modules with type comment support [typing] description=Type Hints for Python [tzlocal] description=tzinfo object for the local timezone [uarray] description=Universal array library [uncertainties] description=Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [uritemplate] description=URI templates [urllib3] description=HTTP library with thread-safe connection pooling, file post, and more. [usjon] description=Ultra fast JSON encoder and decoder for Python [uvicorn] description=The lightning-fast ASGI server. [vega] description=An IPython/ Jupyter widget for Vega and Vega-Lite [vega_datasets] description=A Python package for offline access to Vega datasets [vega3] description=An IPython/ Jupyter widget for Vega 3 and Vega-Lite 2 [verboselogs] description=Verbose logging level for Python's logging module [vispy] description=Interactive visualization in Python [visdom] description=A tool for visualizing live, rich data for Torch and Numpy [vitables] description=Graphical tool for browsing and editing files in both HDF5 and PyTables formats [vpython] description=A free, open-source module for producing real-time 3D scenes with Python [vtk] description=Open-source software system for visualization, 3D graphics, volume rendering and image processing [wcwidth] description=Measures number of Terminal column cells of wide-character codes [webencodings] description=Character encoding aliases for legacy web content [websockets] description=An (asyncio) implementation of the WebSocket Protocol (RFC 6455 & 7692) [werkzeug] description=The Swiss Army knife of Python web development [wheel] description=A built-package format for Python. [wheelhouse-uploader] description=Upload wheels to any cloud storage supported by Libcloud [whitenoise] description=Radically simplified static file serving for WSGI applications [whoosh] description=Fast, pure-Python full text indexing, search, and spell checking library. [widgetsnbextension] description=IPython HTML widgets for Jupyter [winpython] description=WinPython distribution tools, including WPPM (package manager) url=http://winpython.github.io/ [win-unicode-console] description=Enable Unicode input and display when running Python from Windows console. [wordcloud] description=A little word cloud generator [wpca] description=Weighted Principal Component Analysis [wrapt] description=A Python module for decorators, wrappers and monkey patching. [wsgiref] description=WSGI (PEP 333) Reference Library [w3lib] description=Library of web-related functions [xarray] description=N-D labeled arrays and datasets in Python [xlrd] description=Extract data from Microsoft Excel spreadsheet files [xlsxwriter] description=A Python module for creating Excel XLSX files. [xlwings] description=Interact with Excel from Python and vice versa [xlwt] description=Create spreadsheet files compatible with Microsoft Excel 97/2000/XP/2003 files, OpenOffice.org Calc, and Gnumeric [xnd] description=General container that maps a wide range of Python values directly to memory [xonsh] description=an exotic, usable shell [xray] description=N-D labeled arrays and datasets in Python [yapf] description=A formatter for Python code. [zarr] description=A minimal implementation of chunked, compressed, N-dimensional arrays for Python. [zict] description=Mutable mapping tools