[absl-py] description = Abseil Python Common Libraries, see github.com/abseil/abseil-py. [adodbapi] description = A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine] description = Matrices describing affine transformation of the plane. [aiodns] description = Simple DNS resolver for asyncio [aiofiles] description = File support for asyncio. [aiohttp] description = Async http client/server framework (asyncio) [aiosqlite] description = asyncio bridge to the standard sqlite3 module [alabaster] description = A configurable sidebar-enabled Sphinx theme [algopy] description = ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair] description = Altair: A declarative statistical visualization library for Python. [altair-data-server] description = A background data server for Altair charts. [altair-transform] description = A python engine for evaluating Altair transforms. [altair-widgets] description = Altair Widgets: An interactive visualization for statistical data for Python. [altgraph] description = Python graph (network) package [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 [anyio] description = High level compatibility layer for multiple asynchronous event loop implementations [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. [appdirs] description = A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [apptools] description = application tools [argcomplete] description = Bash tab completion for argparse [argh] description = An unobtrusive argparse wrapper with natural syntax [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 = An abstract syntax tree for Python with inference support. [astroml] description = tools for machine learning and data mining in Astronomy [astropy] description = Community-developed python astronomy tools [astunparse] description = An AST unparser for Python [async-generator] description = Async generators and context managers for Python 3.5+ [async-timeout] description = Timeout context manager for asyncio programs [atomicwrites] description = 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 [bandit] description = Security oriented static analyser for python code. [baresql] description = playing SQL directly on Python datas [base58] description = Base58 and Base58Check implementation [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 [binaryornot] description = Ultra-lightweight pure Python package to check if a file is binary or text. [bitarray] description = efficient arrays of booleans -- C extension [bkcharts] description = High level chart types built on top of Bokeh [black] description = The uncompromising code formatter. [blaze] description = Blaze [bleach] description = An easy safelist-based HTML-sanitizing tool. [blinker] description = Fast, simple object-to-object and broadcast signaling [blosc] description = Blosc data compressor [bloscpack] description = Command line interface to and serialization format for Blosc [bokeh] description = Interactive plots and applications in the browser from 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 C [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 bindings for 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 = cChardet is high speed universal character encoding detector. [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 = Composable command line interface toolkit [click-default-group] description = Extends click.Group to invoke a command without explicit subcommand name [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 = CNTK is an open-source, commercial-grade deep learning framework. [colorama] description = Cross-platform colored terminal text. [colorcet] description = Collection of perceptually uniform colormaps [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 [cookiecutter] description = A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template. [configobj] description = Config file reading, writing and validation. [configparser] description = Updated configparser from Python 3.8 for Python 2.6+. [contextily] description = Context geo-tiles in Python [contextlib2] description = Backports and enhancements for the contextlib module [contextvars] description = PEP 567 Backport [convertdate] description = Converts between Gregorian dates and other calendar systems.Calendars included: Baha'i, French Republican, Hebrew, Indian Civil, Islamic, ISO, Julian, Mayan and Persian. [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 = CuPy: NumPy-like API accelerated with CUDA [curio] description = Curio [cvxcanon] description = A low-level library to perform the matrix building step in cvxpy, a convex optimization modeling software. [cvxopt] description = Convex optimization package [cvxpy] description = A domain-specific language for modeling convex optimization problems in Python. [cx-freeze] description = create standalone executables from Python scripts [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 = The Cython compiler for writing C extensions for the Python language. [cytoolz] description = Cython implementation of Toolz: High performance functional utilities [dash] description = A Python framework for building reactive web-apps. Developed by Plotly. [dash-core-components] description = Core component suite for Dash [dash-html-components] description = Vanilla HTML components for Dash [dash-renderer] description = Front-end component renderer for Dash [dash-table] description = Dash table [dask] description = Parallel PyData with Task Scheduling [dask-labextension] description = A Jupyter Notebook server extension manages Dask clusters. [dask-ml] description = A library for distributed and parallel machine learning [dask-searchcv] description = Tools for doing hyperparameter search with Scikit-Learn and Dask [databases] description = Async database support for Python. [dataclasses] description = A backport of the dataclasses module for Python 3.6 [datafabric] description = Distributed In-Memory system for analytics [datasette] description = A tool for exploring and publishing data [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 = Decorators for Humans [defusedxml] description = XML bomb protection for Python stdlib modules [deprecated] description = Python @deprecated decorator to deprecate old python classes, functions or methods. [descartes] description = Use geometric objects as matplotlib paths and patches [diff-match-patch] description = Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text. [dill] description = serialize all of python [discretize] description = Discretization tools for finite volume and inverse problems [distribute] description = distribute legacy wrapper [distributed] description = Distributed scheduler for Dask [dm-sonnet] description = Sonnet is a library for building neural networks in TensorFlow. [dnspython] description = DNS toolkit [docopt] description = Pythonic argument parser, that will make you smile [docrepr] description = docrepr renders Python docstrings in HTML [docutils] description = Docutils -- Python Documentation Utilities [dopamine] description = A library to use DopamineLabs machine learning API [dynd] description = Python exposure of DyND [egenix-mx-base] description = eGenix mx Base Distribution for Python - mxDateTime, mxTextTools, mxProxy, mxTools, mxBeeBase, mxStack, mxQueue, mxURL, mxUID [ecos] description = This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [edward] description = A library for probabilistic modeling, inference, and criticism [emcee] description = The Python ensemble sampling toolkit for MCMC [enum34] description = Python 3.4 Enum backported to 3.3, 3.2, 3.1, 2.7, 2.6, 2.5, and 2.4 [enum-compat] description = enum/enum34 compatibility package [entrypoints] description = Discover and load entry points from installed packages. [envisage] description = Extensible application framework [ephem] description = Compute positions of the planets and stars [eradicate] description = Removes commented-out code. [falcon] description = An unladen web framework for building APIs and app backends. [fast-histogram] description = Fast simple 1D and 2D histograms [fastai] description = fastai makes deep learning with PyTorch faster, more accurate, and easier [fastapi] description = FastAPI framework, high performance, easy to learn, fast to code, ready for production [fastcache] description = C implementation of Python 3 functools.lru_cache [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 = Fast, re-entrant optimistic lock implemented in Cython [fastscript] description = A fast way to turn your python function into a script [fbprophet] description = Automatic Forecasting Procedure [feather-format] description = Simple wrapper library to the Apache Arrow-based Feather File Format [fenics] description = The FEniCS Project Python Metapackage [filelock] description = A platform independent file lock. [fiona] description = Fiona reads and writes spatial data files [flake8] description = the modular source code checker: pep8, pyflakes and co [flask] description = A simple framework for building complex web applications. [flaskerize] description = Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flask-accepts] description = Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask-compress] description = Compress responses in your Flask app with gzip. [flask-cors] description = A Flask extension adding a decorator for CORS support [flask-restplus] description = Fully featured framework for fast, easy and documented API development with Flask [flask-restx] description = Fully featured framework for fast, easy and documented API development with Flask [flask-seasurf] description = An updated CSRF extension for Flask. [flexx] description = Write desktop and web apps in pure Python. [flit] description = A simple packaging tool for simple packages. [folium] description = Make beautiful maps with Leaflet.js & Python [fonttools] description = Tools to manipulate font files [formlayout] description = The most easy way to create Qt form dialogs and widgets with Python [fs] description = Python's filesystem abstraction layer [fsspec] description = File-system specification [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 [fuzzywuzzy] description = Fuzzy string matching in python [gast] description = Python AST that abstracts the underlying Python version [gdal] description = GDAL: Geospatial Data Abstraction Library [gensim] description = Python framework for fast Vector Space Modelling [geoana] description = geoana [geopy] description = Python Geocoding Toolbox [geographiclib] description = The geodesic routines from GeographicLib [geopandas] description = Geographic pandas extensions [geoplot] description = High-level geospatial plotting for Python. [geoviews] description = GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research. [ggplot] description = ggplot for python [ghost-py] description = Webkit based webclient. [gin-config] description = Gin-Config: A lightweight configuration library for Python [gitdb2] description = A mirror package for gitdb [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-auth] description = Google Authentication Library [google-auth-oauthlib] description = Google Authentication Library [google-api-python-client] description = Google API Client Library for Python [google-pasta] description = pasta is an AST-based Python refactoring library [gr] description = Python visualization framework [graphql-relay] description = Relay library for graphql-core-next [graphql-core] description = GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [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 = Automatic graphical user interfaces generation for easy dataset editing and display [guiqwt] description = guiqwt is a set of tools for curve and image plotting (extension to PythonQwt) [gym] description = The OpenAI Gym: A toolkit for developing and comparing your reinforcement learning agents. [hdfs] description = HdfsCLI: API and command line interface for HDFS. [heapdict] description = a heap with decrease-key and increase-key operations [helpdev] description = HelpDev - Extracts information about the Python environment easily. [hiplot] description = High dimensional Interactive Plotting tool [holidays] description = Generate and work with holidays in Python [holoviews] description = Stop plotting your data - annotate your data and let it visualize itself. [hpack] description = Pure-Python HPACK header compression [hvplot] description = A high-level plotting API for the PyData ecosystem 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 [hupper] description = Integrated process monitor for developing and reloading daemons. [hypercorn] description = A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe] description = HTTP/2 framing layer for Python [hypothesis] description = A library for property-based testing [h11] description = A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2] description = HTTP/2 State-Machine based protocol implementation [h5py] description = Read and write HDF5 files from Python [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 = Immutable Collections [imagesize] description = Getting image size from png/jpeg/jpeg2000/gif file [importlib-metadata] description = Read metadata from Python packages [intake] description = Data load and catalog system [intervaltree] description = Editable interval tree data structure for Python 2 and 3 [ipycanvas] description = Interactive widgets library exposing the browser's Canvas API [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 = IPython: Productive Interactive Computing [ipython-genutils] description = Vestigial utilities from IPython [ipython-sql] description = RDBMS access via IPython [ipyvega] description = IPython/Jupy [ipyvolume] description = IPython widget for rendering 3d volumes [ipyvuetify] description = Jupyter widgets based on vuetify UI components [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 data to untrusted environments and back. [janus] description = Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jax] description = Differentiate, compile, and transform Numpy code. [jedi] description = An autocompletion tool for Python that can be used for text editors. [jinja2] description = A small but fast and easy to use stand-alone template engine written in pure python. [jmespath] description = JSON Matching Expressions [joblib] description = Lightweight pipelining: using Python functions as pipeline jobs. [jnius] description = Dynamic access to Java classes from Python [jplephem] description = Use a JPL ephemeris to predict planet positions. [jsonschema] description = An implementation of JSON Schema validation for Python [json5] description = A Python implementation of the JSON5 data format. [julia] description = Julia/Python bridge with IPython support. [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 = The JupyterLab notebook server extension. [jupyterlab-launcher] description = Jupyter Launcher [jupyterlab-sql] description = JupyterLab plugin for visualizing SQL databases [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. [jupyter-panel-proxy] description = Jupyter Server Proxy for Panel applications [jupyterlab-pygments] description = Pygments theme [jupyterlab-server] description = JupyterLab Server [jupyter-server] description = The Jupyter Server [jupyter-sphinx] description = Jupyter Sphinx Extensions [jupytext] description = Jupyter notebooks as Markdown documents, Julia, Python or R scripts [kapteyn] description = Kapteyn Package: Python modules for astronomical applications [keras] description = Deep Learning for humans [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 [keras-tuner] description = Hypertuner 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 = A fast implementation of the Cassowary constraint solver [knack] description = A Command-Line Interface framework [knit] description = Python wrapper for YARN Applications [kombu] description = Messaging library for Python. [lasagne] description = A lightweight library to build and train neural networks in Theano [lazy-object-proxy] description = A fast and thorough lazy object proxy. [libpython] description = The MinGW import library for Python [lightfm] description = LightFM recommendation model [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 lazy plugin management system. [lock] description = module for enabling file locks [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 [logilab-common] description = collection of low-level Python packages and modules used by Logilab projects [logutils] description = Logging utilities [loky] description = A robust implementation of concurrent.futures.ProcessPoolExecutor [lunardate] description = A Chinese Calendar Library in Pure Python [lxml] description = Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4] description = LZ4 Bindings for Python [macholib] description = Mach-O header analysis and editing [mahotas] description = Mahotas: Computer Vision Library [mako] description = A super-fast templating language that borrows the best ideas from the existing templating languages. [mapclassify] description = Classification Schemes for Choropleth Maps. [markdown] description = Python implementation of Markdown. [markdown2] description = A fast and complete Python implementation of Markdown [markupsafe] description = Safely add untrusted strings to HTML/XML markup. [marshmallow] description = A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib] description = Python plotting package [mayavi] description = 3D scientific data visualization library and application [mccabe] description = McCabe checker, plugin for flake8 [mercantile] description = Web mercator XYZ tile utilities [mercurial] description = Fast scalable distributed SCM (revision control, version control) system [metakernel] description = Metakernel for Jupyter [mingwpy] description = the python friendly windows compiler toolchain [mistune] description = The fastest markdown parser in pure Python [mizani] description = Scales for Python [mlxtend] description = Machine Learning Library Extensions [mkl-service] description = Python bindings to some MKL service functions [mlflow] description = MLflow: An ML Workflow Tool [mock] description = Rolling backport of unittest.mock for all Pythons [modergnl] description = Modern OpenGL binding for python [modin] description = Modin: Make your pandas code run faster by changing one line of code. [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 = Matplotlib helpers to make density scatter plots [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 = Multiple dispatch [multiprocess] description = better multiprocessing and multithreading in python [murmurhash] description = Cython bindings for MurmurHash [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 [nbclient] description = A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert] description = Converting Jupyter Notebooks [nbconvert-reportlab] description = Convert notebooks to PDF using Reportlab [nbdev] description = Writing a library entirely in notebooks [nbdime] description = Diff and merge 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 [nest-asyncio] description = Patch asyncio to allow nested event loops [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 = Natural Language Toolkit [nose] description = nose extends unittest to make testing easier [notebook] description = A web-based notebook environment for interactive computing [nteract-on-jupyter] description = Extension for the jupyter notebook server and nteract [numba] description = compiling Python code using LLVM [numcodecs] description = A Python package providing 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 numerical expression evaluator for NumPy [numpy] description = NumPy is the fundamental package for array computing with Python. [numpydoc] description = Sphinx extension to support docstrings in Numpy format [nvidia-ml-py3] description = Python Bindings for the NVIDIA Management Library [oauthlib] description = A generic, spec-compliant, thorough implementation of the OAuth request-signing logic [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 utilities [olefile] description = Python package to parse, read and write Microsoft OLE2 files (Structured Storage or Compound Document, Microsoft Office) [opencv-python] description = Wrapper package for OpenCV python bindings. [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 2010 xlsx/xlsm files [opt-einsum] description = Optimizing numpys einsum function [orange] description = Orange, a component-based data mining framework. [osqp] description = OSQP: 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 app and dashboarding solution for Python. [papermill] description = Parametrize and run Jupyter and nteract Notebooks [param] description = Declarative Python programming using Parameters. [parambokeh] description = ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [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 [passlib] description = comprehensive password hashing framework supporting over 30 schemes [pathspec] description = Utility library for gitignore style pattern matching of file paths. [pathtools] description = File system general utilities [path-py] description = A module wrapper for os.path [patsy] description = A Python package for describing statistical models and for building design matrices. [pbr] description = Python Build Reasonableness [pdfrw] description = PDF file reader/writer library [pdvega] description = Pandas plotting interface to Vega and Vega-Lite [peewee] description = a little orm [pefile] description = Python PE parsing module [pep8] description = Python style guide checker [perf] description = Python module to generate and modify perf [performance] description = Python benchmark suite [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 [pillow] description = Python Imaging Library (Fork) [pint] description = Physical quantities module [pip] description = The PyPA recommended tool for installing Python packages. [plotly] description = An open-source, interactive graphing library for Python [plotnine] description = A grammar of graphics for python [plotpy] description = Plotpy is a library which results from merge of guidata and guiqwt. [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. [portalocker] description = Wraps the portalocker recipe for easy usage [portpicker] description = A library to choose unique available network ports. [poyo] description = A lightweight YAML Parser for Python. 🐓 [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 [priority] description = A pure-Python implementation of the HTTP/2 priority tree [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 to long running operations. [prometheus-client] description = Python client for the Prometheus monitoring system. [promise] description = Promises/A+ implementation for Python [properties] description = properties: an organizational aid and wrapper for validation and tab completion of class properties [prompt-toolkit] description = Library for building powerful interactive command lines in Python [prospector] description = Prospector: python static analysis tool [protobuf] description = Protocol Buffers [pscript] description = Python to JavaScript compiler. [psutil] description = Cross-platform lib for process and system monitoring in Python. [psycopg2] description = psycopg2 - Python-PostgreSQL Database Adapter [ptpython] description = Python REPL build on top of prompt_toolkit [ptvsd] description = Remote debugging server for Python support in Visual Studio and Visual Studio Code [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 [pyaml] description = PyYAML-based module to produce pretty and readable YAML-serialized data [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 interface for cairo [pycodestyle] description = Python style guide checker [pycosat] description = bindings to picosat (a SAT solver) [pycparser] description = C parser in Python [pydantic] description = Data validation and settings management using python 3.6 type hinting [pydeck] description = Widget for deck.gl maps [pydicom] description = Pure python package for DICOM medical file reading and writing [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 options, make charting easier [pyecharts-javascripthon] description = Embeded Python functions in pyecharts [pyecharts-jupyter-installer] description = Install pyecharts extensions into jupyter [pyeda] description = Python Electronic Design Automation [pyepsg] description = Easy access to the EPSG database via http epsg.io/ [pyface] description = traits-capable windowing framework [pyflakes] description = passive checker of Python programs [pyflux] description = PyFlux: A time-series analysis library for Python [pygame] description = Python Game Development [pygbm] description = Experimental, numba-based Gradient Boosting Machines [pygit2] description = Python bindings for libgit2. [pyglet] description = Cross-platform windowing and multimedia library [pygments] description = Pygments is a syntax highlighting package written in Python. [pygraphviz] description = Python interface to Graphviz [pyhdf] description = pyhdf: Python interface to the NCSA HDF4 library. [pyhive] description = Python interface to Hive [pyinstaller] description = PyInstaller bundles a Python application and all its dependencies into a single package. [pylama] description = pylama -- Code audit tool for python [pylearn2] description = A Machine Learning library based on Theano [pylint] description = python code static checker [pylons] description = Pylons Web Framework [pymatsolver] description = pymatsolver: Matrix Solvers for Python [pymc] description = Markov Chain Monte Carlo sampling toolkit. [pymc3] description = Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano [pymeta3] description = Pattern-matching language based on OMeta for Python 3 and 2 [pymkl] description = Python wrapper of Intel MKL routines [pymongo] description = Python driver for MongoDB [pympler] description = A development tool to measure, monitor and analyze the memory behavior of Python objects. [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 = Standard OpenGL bindings for Python [pyopenssl] description = Python wrapper module around the OpenSSL library [pypandoc] description = Thin wrapper for pandoc. [pypdf2] description = PDF toolkit [pyparsing] description = Python parsing module [pyperf] description = Python module to run and analyze benchmarks [pyproj] description = Python interface to PROJ (cartographic projections and coordinate transformations library) [pypiwin32] description = Python for Windows Extensions [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 [pyqt5] description = Python bindings for the Qt cross platform application toolkit [pyqt5-sip] description = The sip module support for PyQt5 [pyqtdoc] description = PyQtdoc installs Qt documentation for PyQt [pyqtdesignerplugins] description = PyQtdesignerplugins installs Qt Designer plugins for PyQt4 [pyqtwebengine] description = Python bindings for the Qt WebEngine framework [pyqwt] description = 2D plotting library (set of Python bindings for the Qwt library featuring fast plotting) [pyramid] description = The Pyramid Web Framework, a Pylons project [pyreadline] description = A python implmementation of GNU readline. [pyroma] description = Test your project's packaging friendliness [pyrro-ppl] description = A Python library for probabilistic modeling and inference [pyrsistent] description = Persistent/Functional/Immutable data structures [pysal] description = A library of spatial analysis functions. [pyserial] description = Python Serial Port Extension [pyshp] description = Pure Python read/write support for ESRI Shapefile format [pyside] description = Python bindings for the Qt cross-platform application and UI framework [pyside2] description = Python bindings for the Qt cross-platform application and UI framework [pyspark] description = Apache Spark Python API [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 = Extensions to the standard Python 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 = A module provides basic functions for parsing mime-type names and matching them against a list of media-ranges. [python-qwt] description = Qt plotting widgets for Python [python-jsonrpc-server] description = JSON RPC 2.0 server library [python-language-server] description = Python Language Server for the Language Server Protocol [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 [pytorch-transformers] description = Repository of pre-trained NLP Transformer models: BERT & RoBERTa, GPT & GPT-2, Transformer-XL, XLNet and XLM [pytz] description = World timezone definitions, modern and historical [pytzdata] description = The Olson timezone database for Python. [pyutilib] description = PyUtilib: A collection of Python utilities [pyvisa] description = Python VISA bindings for GPIB, RS232, TCPIP and USB instruments [pyviz] description = How to solve visualization problems with Python tools. [pyviz-comms] description = Bidirectional communication for the PyViz ecosystem. [pywavelets] description = PyWavelets, wavelet transform module [pywin32] description = Python for Window Extensions [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 = A package that simplifies USB/HID communications on windows [pyyaml] description = YAML parser and emitter for Python [pyzmq] description = Python bindings for 0MQ [pyzo] description = the Python IDE for scientific computing [py-spy] description = A Sampling Profiler for Python [qdarkstyle] description = The most complete dark stylesheet for Python and Qt applications [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 [quantecon] description = QuantEcon is a package to support all forms of quantitative economic modelling. [quart] description = A Python ASGI web microframework with the same API as Flask [quiver-engine] description = Interactive per-layer visualization for convents in keras [radon] description = Code Metrics in Python [rasterio] description = Fast and direct raster I/O for use with Numpy and SciPy [ray] description = A system for parallel and distributed Python that unifies the ML ecosystem. [readme-renderer] description = readme_renderer is a library for rendering "readme" descriptions for Warehouse [recommonmark] description = A docutils-compatibility bridge to CommonMark, enabling you to write CommonMark inside of Docutils & Sphinx projects. [redis] description = Python client for Redis key-value store [regex] description = Alternative regular expression module, to replace re. [reportlab] description = The Reportlab Toolkit [requests] description = Python HTTP for Humans. [requests-file] description = File transport adapter for Requests [requests-ftp] description = FTP Transport Adapter for Requests. [requests-threads] description = A Requests session that returns awaitable Twisted Deferreds instead of response objects. [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. [retrying] description = Retrying [rfc3986] description = Validating URI References per RFC 3986 [rise] description = 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 = Convert reStructured Text to PDF via 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 [ruamel-yaml-clib] description = C version of reader, parser and emitter for ruamel.yaml derived from libyaml [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 = schemapi: generate Python APIs from JSONSchema specifications [scidoc] description = Scidoc installs scientific Python libraries documentation [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 of 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 routines 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 Jupyter kernel for Scilab. [scipy] description = SciPy: Scientific Library for Python [scrapy] description = A high-level Python Screen Scraping framework [scs] description = scs: splitting conic solver [seaborn] description = seaborn: 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 = Easily download, build, install, upgrade, and uninstall Python packages [setuptools-git] description = Setuptools revision control system plugin for Git [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 [shap] description = A unified approach to explain the output of any machine learning model. [shapely] description = Geometric objects, predicates, and operations [shiboken2] description = Python / C++ bindings helper module [simpervisor] description = Simple async process supervisor [simplegeneric] description = Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson] description = Simple, fast, extensible JSON encoder/decoder for Python [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 = A Python bindings generator for C/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 machine learning 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 mirror package for smmap [snakeviz] description = A web-based viewer for Python profiler output [sniffio] description = Sniff out which async library your code is running under [snowballstemmer] description = This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs] description = Snuggs are s-expressions for Numpy [sortedcollections] description = Python Sorted Collections [sortedcontainers] description = Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice] description = Play and Record Sound with Python [soupsieve] description = A modern CSS selector implementation for Beautiful Soup. [spacy] description = Industrial-strength Natural Language Processing (NLP) in Python [sparse] description = Sparse n-dimensional arrays [sphinx] description = Tool for generating documentation which uses reStructuredText as its markup language [sphinxcontrib-applehelp] description = sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib-devhelp] description = sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib-htmlhelp] description = sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib-jsmath] description = A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib-qthelp] description = sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib-websupport] description = Sphinx API for Web Apps [sphinxcontrib-serializinghtml] description = sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [sphinx-rtd-theme] description = Read the Docs theme for Sphinx [spyder] description = The Scientific Python Development Environment [spyder-kernels] description = Jupyter kernels for Spyder's console [spyder-notebook] description = Jupyter notebook integration with Spyder [spyder-reports] description = Spyder-IDE plugin for Markdown reports using Pweave. [spyder-terminal] description = Spyder Plugin for displaying a virtual terminal (OS independent) inside the main Spyder window [spyder-line-profiler] description = Plugin for the Spyder IDE that integrates the Python line profiler. [spyder-memory-profiler] description = Plugin for the Spyder IDE that integrates the Python memory profiler [spyder-autopep8] description = A plugin to run the autopep8 python linter from within the spyder editor [sqlalchemy] description = Database Abstraction Library [sqlite-bro] description = a graphic SQLite Client in 1 Python file [sqlite-web] description = Web-based SQLite database browser. [sqlparse] description = Non-validating SQL parser [starlette] description = The little ASGI library that shines. [statsmodels] description = Statistical computations and models for Python [stormhttp] description = Lightning-fast asynchronous web framework for Python 3.5+ [streamlite] description = Frontend library for machine learning engineers [streamz] description = Streams [supersmoother] description = Python implementation of Friedman's Supersmoother [swifter] description = A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy] description = Computer algebra system (CAS) in Python [tables] description = Hierarchical datasets for Python [tabulate] description = Pretty-print tabular data [tblib] description = Traceback serialization library. [tb-nightly] description = TensorBoard lets you watch Tensors Flow [tenacity] description = Retry code until it succeeds [tensorboard] description = TensorBoard lets you watch Tensors Flow [tensorflow] description = TensorFlow is an open source machine learning framework for everyone. [tensorflow-cpu] description = TensorFlow is an open source machine learning framework for everyone. [tensorflow-estimator] description = TensorFlow Estimator. [tensorflow-plugin-wit] description = What-If Tool TensorBoard plugin. [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 xterm.js using Tornado websockets [terminaltables] description = Generate simple tables in terminals from a nested list of strings. [testfixtures] description = A collection of helpers and mock objects for unit tests and 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) [tf-estimator-nightly] description = TensorFlow Estimator. [thinc] description = Practical Machine Learning for NLP [theano] description = Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs. [thrift] description = Python bindings for the Apache Thrift RPC system [thriftpy] description = Pure python implementation of Apache Thrift. [thrift-sasl] description = Thrift SASL Python module that implements SASL transports for Thrift (`TSaslClientTransport`). [toml] description = Python Library for Tom's Obvious, Minimal Language [toolz] description = List processing tools and functional utilities [torch] description = Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchfile] description = Torch7 binary serialized file parser [torchvision] description = image and video datasets and models for torch deep learning [tornado] description = Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tpot] description = Tree-based Pipeline Optimization Tool [tqdm] description = Fast, Extensible Progress Meter [traitlets] description = Traitlets Python config system [traits] description = Explicitly typed attributes for Python [traitsui] description = traitsui: traits-capable user interfaces [traittypes] description = Scipy trait types [tranquilizer] description = Put your functions to REST [trio] description = A friendly Python library for async concurrency and I/O [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 publishing packages on PyPI [twisted] description = An asynchronous networking framework 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 [typing-extensions] description = Backported and Experimental Type Hints for Python 3.5+ [tzlocal] description = tzinfo object for the local timezone [uarray] description = Array interface object for Python with pluggable backends and a multiple-dispatchmechanism for defining down-stream functions [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. [uvloop] description = Fast implementation of asyncio event loop on top of libuv [validators] description = Python Data Validation for Humans™. [vectormath] description = vectormath: vector math utilities for Python [vega] description = A Jupyter widget for Vega 5 and Vega-Lite 4 [vega-datasets] description = A Python package for offline access to Vega datasets [vega3] description = Deprecated: please use vega [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 = A viewer for PyTables package [voila] description = Serving read-only live Jupyter notebooks [voila-vuetify] description = A vuetify template for Voila [vpython] description = VPython for Jupyter Notebook [vtk] description = VTK is an open-source toolkit for 3D computer graphics, image processing, and visualization [watchdog] description = Filesystem events monitoring [wcwidth] description = Measures number of Terminal column cells of wide-character codes [webencodings] description = Character encoding aliases for legacy web content [websockets] description = An implementation of the WebSocket Protocol (RFC 6455 & 7692) [werkzeug] description = The comprehensive WSGI web application library. [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 [whichcraft] description = This package provides cross-platform cross-python shutil.which functionality. [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 url = http://winpython.github.io/ [winrt] description = Access Windows Runtime APIs from Python [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 = Module for decorators, wrappers and monkey patching. [wsgiref] description = WSGI (PEP 333) Reference Library [wsproto] description = WebSockets state-machine based protocol implementation [w3lib] description = Library of web-related functions [xarray] description = N-D labeled arrays and datasets in Python [xlrd] description = Library for developers to extract data from Microsoft Excel (tm) spreadsheet files [xlsxwriter] description = A Python module for creating Excel XLSX files. [xlwings] description = Make Excel fly: Interact with Excel from Python and vice versa. [xlwt] description = Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform, with Python 2.6, 2.7, 3.3+ [xnd] description = General container that maps a wide range of Python values directly to memory. [xonsh] description = Python-powered, cross-platform, Unix-gazing shell [xray] description = N-D labeled arrays and datasets in Python [yapf] description = A formatter for Python code. [yarl] description = Yet another URL library [zarr] description = An implementation of chunked, compressed, N-dimensional arrays for Python. [zict] description = Mutable mapping tools [zipp] description = Backport of pathlib-compatible object wrapper for zip files [z3-solver] description = an efficient SMT solver library [umap-learn] description = Uniform Manifold Approximation and Projection [tensorboard-plugin-wit] description = What-If Tool TensorBoard plugin. [tbb] description = Intel(R) Threading Building Blocks [geemap] description = A Python package for interactive mapping using Google Earth Engine and ipyleaflet [earthengine-api] description = Earth Engine Python API [ipynb-py-convert] description = Convert .py files runnable in VSCode/Python or Atom/Hydrogen to jupyter .ipynb notebooks and vice versa [google-cloud-storage] description = Google Cloud Storage API client library [google-auth-httplib2] description = Google Authentication Library: httplib2 transport [httplib2shim] description = A wrapper over urllib3 that matches httplib2's interface [google-cloud-core] description = Google Cloud API client core library [google-resumable-media] description = Utilities for Google Media Downloads and Resumable Uploads [google-api-core] description = Google API client core library [googleapis-common-protos] description = Common protobufs used in Google APIs [pipenv] description = Python Development Workflow for Humans. [virtualenv-clone] description = script to clone virtualenvs. [virtualenv] description = Virtual Python Environment builder [distlib] description = Distribution utilities [flask-sqlalchemy] description = Adds SQLAlchemy support to your Flask application. [pipdeptree] description = Command line utility to show dependency tree of packages [flask-smorest] description = Flask/Marshmallow-based REST API framework [webargs] description = Declarative parsing and validation of HTTP request objects, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, Pyramid, webapp2, Falcon, and aiohttp. [pytest-trio] description = Pytest plugin for trio [poetry] description = Python dependency management and packaging made easy. [tomlkit] description = Style preserving TOML library [cachy] description = Cachy provides a simple yet effective caching library. [cachecontrol] description = httplib2 caching for requests [cleo] description = Cleo allows you to create beautiful and testable command-line interfaces. [shellingham] description = Tool to Detect Surrounding Shell [clikit] description = CliKit is a group of utilities to build beautiful and testable command line interfaces. [lockfile] description = Platform-independent file locking module [pylev] description = A pure Python Levenshtein implementation that's not freaking GPL'd. [pastel] description = Bring colors to your terminal. [mergedeep] description = A deep merge function for 🐍. [botorch] description = Bayesian Optimization in PyTorch [gpytorch] description = An implementation of Gaussian Processes in Pytorch [tifffile] description = Read and write TIFF(r) files [pooch] description = Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks. [imagecodecs] description = Image transformation, compression, and decompression codecs [threadpoolctl] description = threadpoolctl [nlopt] description = Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization [flaky] description = Plugin for nose or pytest that automatically reruns flaky tests. [pytest-qt] description = pytest support for PyQt and PySide applications [pytest-cov] description = Pytest plugin for measuring coverage. [pytest-ordering] description = pytest plugin to run your tests in a specific order [pytest-lazy-fixture] description = It helps to use fixtures in pytest.mark.parametrize [pytest-faulthandler] description = py.test plugin that activates the fault handler module for tests (dummy package) [pytest-mock] description = Thin-wrapper around the mock package for easier use with pytest [cachelib] description = A collection of cache libraries in the same API interface. [flask-session] description = Adds server-side session support to your Flask application [python-dotenv] description = Add .env support to your django/flask apps in development and deployments [httpie] description = HTTPie - a CLI, cURL-like tool for humans. [flask-mail] description = Flask extension for sending email