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- [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 <http www.mongodb.org>
- [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
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