packageName stringlengths 2 24 | version stringlengths 3 11 | summary stringlengths 0 179 ⌀ | description stringlengths 0 2k | author stringlengths 0 381 ⌀ | authorEmail stringlengths 0 488 ⌀ | maintainer stringclasses 39
values | maintainerEmail stringclasses 73
values | license stringclasses 71
values | licenseExpression stringclasses 27
values | homepageUrl stringlengths 0 60 ⌀ | projectUrl stringlengths 28 50 | pypiUrl stringlengths 28 50 | requiresPython stringclasses 37
values | requiresDist listlengths 0 271 | dependencyCount int64 0 271 | classifiers listlengths 0 63 | keywords stringlengths 0 922 ⌀ | releaseCount int64 1 3.76k | firstReleaseDate stringlengths 20 27 ⌀ | latestReleaseDate stringlengths 20 27 ⌀ | downloadCount null | yanked bool 1
class | yankedReason null | retrievedAt stringlengths 32 32 | _run_id stringclasses 50
values | _dataset_id stringclasses 50
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
qiskit | 2.5.1 | An open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives. | # Qiskit
[](https://opensource.org/licenses/Apache-2.0) <!--- long-description-skip-begin -->
[](https://github.com/Qiskit/qiskit/releases)
[![Extended Support Rele... | null | Qiskit Development Team <qiskit@us.ibm.com> | null | null | null | Apache-2.0 | null | https://pypi.org/project/qiskit/ | https://pypi.org/project/qiskit/ | >=3.10 | [
"numpy<3,>=2.0",
"scipy>=1.14",
"rustworkx>=0.15.0",
"dill>=0.3",
"stevedore>=3.0.0",
"typing-extensions",
"qiskit-qasm3-import>=0.1.0; extra == \"qasm3-import\"",
"matplotlib>=3.3; extra == \"visualization\"",
"pydot; extra == \"visualization\"",
"Pillow>=4.2.1; extra == \"visualization\"",
"py... | 18 | [
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
... | qiskit, quantum circuit, quantum computing, quantum programming language, quantum, sdk | 207 | 2017-08-24T18:48:25.045080Z | 2026-07-23T19:21:42.009326Z | null | false | null | 2026-08-03T21:34:57.774149+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
qgrid | 1.3.1 | An Interactive Grid for Sorting and Filtering DataFrames in Jupyter Notebook | An Interactive Grid for Sorting and Filtering DataFrames in Jupyter Notebook | Quantopian Inc. | opensource@quantopian.com | Apache-2.0 | null | https://github.com/quantopian/qgrid | https://pypi.org/project/qgrid/ | https://pypi.org/project/qgrid/ | [] | 0 | [
"Development Status :: 4 - Beta",
"Framework :: IPython",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Programming Language :: Python :: 2",
"Programming Language :: Python :: 2.7",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.3",
"Progr... | ipython,jupyter,widgets | 68 | 2014-10-11T20:39:20.348250Z | 2020-04-07T16:43:54.895025Z | null | false | null | 2026-08-03T21:34:57.926007+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb | |||
qdrant-client | 1.18.0 | Client library for the Qdrant vector search engine |
<p align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-dark.svg">
<source media="(prefers-color-scheme: light)" srcset="https://github.com/qdrant/qdrant/raw/master/docs/logo-light.svg">
<img height="100" alt="Qdrant" ... | Andrey Vasnetsov | andrey@qdrant.tech | null | null | Apache-2.0 | null | null | https://pypi.org/project/qdrant-client/ | https://pypi.org/project/qdrant-client/ | >=3.10 | [
"fastembed<0.9,>=0.8; extra == \"fastembed\"",
"fastembed-gpu<0.9,>=0.8; extra == \"fastembed-gpu\"",
"grpcio>=1.41.0",
"httpx[http2]>=0.20.0",
"numpy>=1.21; python_version == \"3.11\"",
"numpy<2.3.0,>=1.21; python_version == \"3.10\"",
"numpy>=1.26; python_version == \"3.12\"",
"numpy>=2.1.0; python_... | 13 | [
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | vector, search, neural, matching, client | 124 | 2021-02-09T16:38:29.849158Z | 2026-05-11T14:12:38.702771Z | null | false | null | 2026-08-03T21:34:57.964473+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
QtAwesome | 1.4.2 | FontAwesome icons in PyQt and PySide applications | # QtAwesome
[](./LICENSE)
[](https://pypi.org/project/qtawesome/)
[](https://www.anaconda.com/download/)
[![download count](https... | Sylvain Corlay and the Spyder Development Team | spyder.python@gmail.com | Spyder Development Team and QtAwesome Contributors | spyder.python@gmail.com | MIT | null | https://github.com/spyder-ide/qtawesome | https://pypi.org/project/QtAwesome/ | https://pypi.org/project/QtAwesome/ | >=3.7 | [
"qtpy"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming La... | PyQt, PySide, Icons, Font Awesome, Fonts | 49 | 2015-03-16T21:07:44.752992Z | 2026-04-10T18:49:46.037733Z | null | false | null | 2026-08-03T21:34:58.017121+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
QuantLib | 1.43 | Python bindings for the QuantLib library |
QuantLib (https://www.quantlib.org/) is a free/open-source C++ library
for financial quantitative analysts and developers, aimed at providing
a comprehensive software framework for quantitative finance.
QuantLib is Non-Copylefted Free Software and OSI Certified Open Source Software.
Free-threading wheels are also pr... | QuantLib Team | quantlib-users@lists.sourceforge.net | null | null | BSD-3-Clause | null | https://www.quantlib.org | https://pypi.org/project/QuantLib/ | https://pypi.org/project/QuantLib/ | null | [] | 0 | [
"Development Status :: 6 - Mature",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: End Users/Desktop",
"Intended Audience :: Financial and Insurance Industry",
"Intended Audience :: Science/Research",
"Operating System :: OS Indepen... | null | 31 | 2019-08-30T19:45:43.698295Z | 2026-07-14T08:41:36.355038Z | null | false | null | 2026-08-03T21:34:58.066099+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
qiskit-aer | 0.17.2 | Aer - High performance simulators for Qiskit | # Aer - high performance quantum circuit simulation for Qiskit
[](https://opensource.org/licenses/Apache-2.0)
[](https://github.com/... | AER Development Team | qiskit@us.ibm.com | null | null | Apache 2.0 | null | https://github.com/Qiskit/qiskit-aer | https://pypi.org/project/qiskit-aer/ | https://pypi.org/project/qiskit-aer/ | >=3.7 | [
"qiskit>=1.1.0",
"numpy>=1.16.3",
"scipy>=1.0",
"psutil>=5",
"python-dateutil>=2.8.0"
] | 5 | [
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: C++",
"P... | qiskit, simulator, quantum computing, backend | 58 | 2018-12-19T13:55:29.924738Z | 2026-02-04T21:30:59.913808Z | null | false | null | 2026-08-03T21:34:58.139920+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
QuickMath | 1.5.0 | 快速的数学公式手写插入工具（使用了 Mathpix API） | #  Quick Math
## 📝 介绍
顾名思义，Quick Math 是用于快速输入数学公式的一个工具。
在主界面是一个画板，你可以在上边用鼠标、触摸屏、手写笔写出数学公式，然后点击识别按钮或者按下回车键，你写的公式图片就会被上传到 Mathpix 识别，然后会自动复制返回的 Latex 公式。
它是开源的，你可以免费使用它。下载安装请到 [Github releases](https://github.com/HaujetZhao/QuickMath/releases) 或者 [Gitee releases](https://gitee.com/haujet... | Haujet Zhao | 1292756898@qq.com | Haujet Zhao | 1292756898@qq.com | MPL-2.0 License | null | https://github.com/HaujetZhao/QuickMath | https://pypi.org/project/QuickMath/ | https://pypi.org/project/QuickMath/ | >=3.5, <4 | [] | 0 | [
"Development Status :: 4 - Beta",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.5",
"Programming Language :: Python ::... | 10 | 2020-09-04T00:28:49.474003Z | 2020-10-05T12:05:17.760887Z | null | false | null | 2026-08-03T21:34:58.170515+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb | |
qtsass | 0.4.0 | Compile SCSS files to valid Qt stylesheets. | # QtSASS: Compile SCSS files to Qt stylesheets
[](./LICENSE.txt)
[](#backers)
[![Join the chat at https://gitter.im/spyder-ide/public](https://badges.git... | Yann Lanthony | The Spyder Project Contributors | qtsass@spyder-ide.org | MIT | null | https://github.com/spyder-ide/qtsass | https://pypi.org/project/qtsass/ | https://pypi.org/project/qtsass/ | >=3.7 | [
"libsass (>=0.22.0)"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3... | qt sass qtsass scss css qss stylesheets | 6 | 2019-04-27T00:59:34.638780Z | 2023-03-27T22:48:14.063470Z | null | false | null | 2026-08-03T21:34:58.209802+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb | |
PyQt5 | 5.15.11 | Python bindings for the Qt cross platform application toolkit | # PyQt5 - Comprehensive Python Bindings for Qt v5
Qt is set of cross-platform C++ libraries that implement high-level APIs for
accessing many aspects of modern desktop and mobile systems. These include
location and positioning services, multimedia, NFC and Bluetooth connectivity,
a Chromium based web browser, as well... | null | Riverbank Computing Limited <info@riverbankcomputing.com> | null | null | GPL v3 | null | null | https://pypi.org/project/PyQt5/ | https://pypi.org/project/PyQt5/ | >=3.8 | [
"PyQt5-sip<13,>=12.15",
"PyQt5-Qt5<5.16.0,>=5.15.2"
] | 2 | [] | null | 35 | 2016-04-28T11:07:41.076261Z | 2024-07-19T08:39:57.756170Z | null | false | null | 2026-08-03T21:34:58.240244+00:00 | QeqWfcaWwR5ZFWV8D | e8QvezgMZCNhotXcb |
numpy | 2.5.1 | Fundamental package for array computing in Python | <h1 align="center">
<img src="https://raw.githubusercontent.com/numpy/numpy/main/branding/logo/primary/numpylogo.svg" width="300">
</h1><br>
[](
https://numfocus.org)
[![PyPI Downloads](https://... | Travis E. Oliphant et al. | null | null | NumPy Developers <numpy-discussion@python.org> | null | BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0 | null | https://pypi.org/project/numpy/ | https://pypi.org/project/numpy/ | >=3.12 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: C",
"Programming Langu... | null | 149 | 2006-12-02T02:07:43Z | 2026-07-04T17:08:00.933002Z | null | false | null | 2026-08-03T21:34:44.830949+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
nltk | 3.10.1 | Natural Language Toolkit | The Natural Language Toolkit (NLTK) is a Python package for
natural language processing. NLTK requires Python 3.10, 3.11, 3.12, 3.13, or 3.14.
| NLTK Team | nltk.team@gmail.com | NLTK Team | nltk.team@gmail.com | Apache License, Version 2.0 | null | https://www.nltk.org/ | https://pypi.org/project/nltk/ | https://pypi.org/project/nltk/ | >=3.10 | [
"defusedxml",
"click",
"joblib",
"regex>=2021.8.3",
"tqdm",
"numpy; extra == \"machine-learning\"",
"python-crfsuite; extra == \"machine-learning\"",
"scikit-learn; extra == \"machine-learning\"",
"scipy; extra == \"machine-learning\"",
"matplotlib; extra == \"plot\"",
"pyparsing; extra == \"tgr... | 21 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Progr... | NLP, CL, natural language processing, computational linguistics, parsing, tagging, tokenizing, syntax, linguistics, language, natural language, text analytics | 67 | 2009-07-15T09:32:16.349425Z | 2026-08-01T06:25:20.748838Z | null | false | null | 2026-08-03T21:34:44.861932+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
networkx | 3.6.1 | Python package for creating and manipulating graphs and networks | NetworkX
========
.. image::
https://github.com/networkx/networkx/actions/workflows/test.yml/badge.svg?branch=main
:target: https://github.com/networkx/networkx/actions/workflows/test.yml
.. image::
https://img.shields.io/pypi/v/networkx.svg?
:target: https://pypi.python.org/pypi/networkx
.. image::... | null | Aric Hagberg <hagberg@lanl.gov> | null | NetworkX Developers <networkx-discuss@googlegroups.com> | null | BSD-3-Clause | null | https://pypi.org/project/networkx/ | https://pypi.org/project/networkx/ | !=3.14.1,>=3.11 | [
"asv; extra == \"benchmarking\"",
"virtualenv; extra == \"benchmarking\"",
"numpy>=1.25; extra == \"default\"",
"scipy>=1.11.2; extra == \"default\"",
"matplotlib>=3.8; extra == \"default\"",
"pandas>=2.0; extra == \"default\"",
"pre-commit>=4.1; extra == \"developer\"",
"mypy>=1.15; extra == \"develo... | 37 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming ... | Networks, Graph Theory, Mathematics, network, graph, discrete mathematics, math | 96 | 2007-04-13T01:49:38Z | 2025-12-08T17:02:39.908840Z | null | false | null | 2026-08-03T21:34:44.893333+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
nest-asyncio | 1.6.0 | Patch asyncio to allow nested event loops | |Build| |Status| |PyPiVersion| |License| |Downloads|
Introduction
------------
By design asyncio `does not allow <https://github.com/python/cpython/issues/66435>`_
its event loop to be nested. This presents a practical problem:
When in an environment where the event loop is
already running it's impossible to run task... | Ewald R. de Wit | ewald.de.wit@gmail.com | BSD | null | https://github.com/erdewit/nest_asyncio | https://pypi.org/project/nest-asyncio/ | https://pypi.org/project/nest-asyncio/ | >=3.5 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Framework :: AsyncIO",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :... | asyncio,nested,eventloop | 36 | 2018-09-07T09:32:30.021886Z | 2024-01-21T14:25:19.227547Z | null | false | null | 2026-08-03T21:34:44.928543+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 | ||
numba | 0.66.0 | compiling Python code using LLVM | *****
Numba
*****
.. image:: https://img.shields.io/badge/discuss-on%20discourse-blue
:target: https://numba.discourse.group/
:alt: Discourse
.. image:: https://zenodo.org/badge/doi/10.5281/zenodo.4343230.svg
:target: https://doi.org/10.5281/zenodo.4343230
:alt: Zenodo
.. image:: https://img.shields.io/p... | null | null | null | null | BSD | null | https://numba.pydata.org | https://pypi.org/project/numba/ | https://pypi.org/project/numba/ | >=3.10 | [
"llvmlite<0.49,>=0.48.0dev0",
"numpy<2.5,>=1.22"
] | 2 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.1... | null | 135 | 2012-08-15T17:20:59.963798Z | 2026-07-24T06:19:01.910395Z | null | false | null | 2026-08-03T21:34:44.988000+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
natsort | 8.4.0 | Simple yet flexible natural sorting in Python. | natsort
=======
.. image:: https://img.shields.io/pypi/v/natsort.svg
:target: https://pypi.org/project/natsort/
.. image:: https://img.shields.io/pypi/pyversions/natsort.svg
:target: https://pypi.org/project/natsort/
.. image:: https://img.shields.io/pypi/l/natsort.svg
:target: https://github.com/SethMMo... | Seth M. Morton | drtuba78@gmail.com | MIT | null | https://github.com/SethMMorton/natsort | https://pypi.org/project/natsort/ | https://pypi.org/project/natsort/ | >=3.7 | [
"fastnumbers (>=2.0.0) ; extra == 'fast'",
"PyICU (>=1.0.0) ; extra == 'icu'"
] | 2 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Financial and Insurance Industry",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: OSI Approved :: MIT... | 59 | 2012-11-17T05:49:32.504531Z | 2023-06-20T04:17:19.925781Z | null | false | null | 2026-08-03T21:34:45.025975+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 | |||
netaddr | 1.3.0 | A network address manipulation library for Python | netaddr
=======
.. image:: https://codecov.io/gh/netaddr/netaddr/branch/master/graph/badge.svg
:target: https://codecov.io/gh/netaddr/netaddr
.. image:: https://github.com/netaddr/netaddr/workflows/CI/badge.svg
:target: https://github.com/netaddr/netaddr/actions?query=workflow%3ACI+branch%3Amaster
.. image:: htt... | null | "David P. D. Moss" <josiah_carberry@brown.edu>, Stefan Nordhausen <stefan.nordhausen@immobilienscout24.de> | null | Jakub Stasiak <jakub@stasiak.at> | BSD License | null | null | https://pypi.org/project/netaddr/ | https://pypi.org/project/netaddr/ | >=3.7 | [
"ipython; extra == \"nicer-shell\""
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"Intended Audience :: Tele... | Networking, Systems Administration, IANA, IEEE, CIDR, IP, IPv4, IPv6, CIDR, EUI, MAC, MAC-48, EUI-48, EUI-64 | 40 | 2008-07-15T22:16:27Z | 2024-05-28T21:30:37.743736Z | null | false | null | 2026-08-03T21:34:45.054684+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
nanobind | 2.13.0 | nanobind: tiny and efficient C++/Python bindings | 
_nanobind_ is a small binding library that exposes C++ types in Python and
vice versa. It is reminiscent of
[Boost.Python](https://www.boost.org/doc/libs/1_64_0/libs/python/doc/html)
and [pybind11](http://github.com/pybind/p... | null | Wenzel Jakob <wenzel.jakob@epfl.ch> | null | null | null | null | null | https://pypi.org/project/nanobind/ | https://pypi.org/project/nanobind/ | null | [] | 0 | [
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Programming Language :: C++",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Software Develop... | null | 48 | 2022-02-20T23:02:17.690006Z | 2026-06-18T06:03:49.491091Z | null | false | null | 2026-08-03T21:34:45.082497+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
nose | 1.3.7 | nose extends unittest to make testing easier | nose extends the test loading and running features of unittest, making
it easier to write, find and run tests.
By default, nose will run tests in files or directories under the current
working directory whose names include "test" or "Test" at a word boundary
(like "test_this" or "functional_test" or "T... | Jason Pellerin | jpellerin+nose@gmail.com | null | null | GNU LGPL | null | http://readthedocs.org/docs/nose/ | https://pypi.org/project/nose/ | https://pypi.org/project/nose/ | null | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3"... | test unittest doctest automatic discovery | 14 | 2010-12-14T23:20:25.766733Z | 2015-06-02T09:12:40.570975Z | null | false | null | 2026-08-03T21:34:45.106229+00:00 | C9usDZ6cQeak36CiM | nZyv2V95rq5XTFBE4 |
openpyxl | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files | .. image:: https://coveralls.io/repos/bitbucket/openpyxl/openpyxl/badge.svg?branch=default
:target: https://coveralls.io/bitbucket/openpyxl/openpyxl?branch=default
:alt: coverage status
Introduction
------------
openpyxl is a Python library to read/write Excel 2010 xlsx/xlsm/xltx/xltm files.
It was born from... | See AUTHORS | charlie.clark@clark-consulting.eu | null | null | MIT | null | https://openpyxl.readthedocs.io | https://pypi.org/project/openpyxl/ | https://pypi.org/project/openpyxl/ | >=3.8 | [
"et-xmlfile"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: Python",
"Programming Language :: Python :: 3.10",
"Programming Language ::... | null | 96 | 2010-08-11T18:19:43.554462Z | 2024-06-28T14:03:44.161710Z | null | false | null | 2026-08-03T21:34:49.287294+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
opencv-python | 5.0.0.93 | Wrapper package for OpenCV python bindings. | [](http://pepy.tech/project/opencv-python)
### Keep OpenCV Free
OpenCV is raising funds to keep the library free for everyone, and we need the support of the entire community to do it. [Donate to OpenCV on Github](https://github.com/sponsors/opencv) to sho... | null | null | OpenCV Team | null | Apache 2.0 | null | https://github.com/opencv/opencv-python | https://pypi.org/project/opencv-python/ | https://pypi.org/project/opencv-python/ | >=3.6 | [
"numpy<2.0; python_version < \"3.9\"",
"numpy>=2; python_version >= \"3.9\""
] | 2 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
"Operating System ... | null | 63 | 2018-05-15T16:38:27.723317Z | 2026-07-29T03:52:01.842333Z | null | false | null | 2026-08-03T21:34:49.336702+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
opt-einsum | 3.4.0 | Path optimization of einsum functions. | # Optimized Einsum
[](https://github.com/dgasmith/opt_einsum/actions/workflows/Tests.yml)
[](https://codecov.io/gh/dgasmith/opt_einsum)
[![Anaconda-Se... | null | Daniel Smith <dgasmith@icloud.com> | null | null | null | null | null | https://pypi.org/project/opt-einsum/ | https://pypi.org/project/opt-einsum/ | >=3.8 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Lang... | null | 15 | 2016-07-30T22:12:39.825344Z | 2024-09-26T14:33:24.483253Z | null | false | null | 2026-08-03T21:34:49.365220+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
oauthlib | 3.3.1 | A generic, spec-compliant, thorough implementation of the OAuth request-signing logic | OAuthLib - Python Framework for OAuth1 & OAuth2
===============================================
*A generic, spec-compliant, thorough implementation of the OAuth request-signing
logic for Python 3.8+*
.. image:: https://github.com/oauthlib/oauthlib/actions/workflows/python-build.yml/badge.svg
:target: https://github... | The OAuthlib Community | null | Jonathan Huot | jonathan.huot@gmail.com | BSD-3-Clause | null | https://github.com/oauthlib/oauthlib | https://pypi.org/project/oauthlib/ | https://pypi.org/project/oauthlib/ | >=3.8 | [
"cryptography>=3.0.0; extra == \"rsa\"",
"cryptography>=3.0.0; extra == \"signedtoken\"",
"pyjwt<3,>=2.0.0; extra == \"signedtoken\"",
"blinker>=1.4.0; extra == \"signals\""
] | 4 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Intended Audience :: Developers",
"Operating System :: MacOS",
"Operating System :: POSIX",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming La... | null | 52 | 2012-04-11T16:14:11.275829Z | 2025-06-19T22:48:08.269738Z | null | false | null | 2026-08-03T21:34:49.412416+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
orjson | 3.11.9 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy | # orjson
orjson is a fast, correct JSON library for Python. It
[benchmarks](https://github.com/ijl/orjson?tab=readme-ov-file#performance) as the fastest Python
library for JSON and is more correct than the standard json library or other
third-party libraries. It serializes
[dataclass](https://github.com/ijl/orjson?tab... | null | null | null | null | null | MPL-2.0 AND (Apache-2.0 OR MIT) | null | https://pypi.org/project/orjson/ | https://pypi.org/project/orjson/ | >=3.10 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)",
"Operating System :: MacOS",
"Operating System :: Microsoft... | null | 149 | 2018-11-23T18:46:26.808044Z | 2026-05-06T15:11:08.309605Z | null | false | null | 2026-08-03T21:34:49.497956+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
omegaconf | 2.3.1 | A flexible configuration library | # OmegaConf
| | Description |
| --- | --- |
| Project | [](https://badge.fury.io/py/omegaconf)[](https://pepy.tech/project/omegaconf?versions=1.4.*&versions=2.0.*&versions=2.1.*)![PyPI - Python Version](https://... | Omry Yadan | omry@yadan.net | null | null | null | null | https://github.com/omry/omegaconf | https://pypi.org/project/omegaconf/ | https://pypi.org/project/omegaconf/ | >=3.6 | [
"antlr4-python3-runtime==4.9.*",
"PyYAML>=5.1.0",
"dataclasses; python_version == \"3.6\""
] | 3 | [
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming La... | yaml configuration config | 155 | 2018-09-03T16:19:51.088370Z | 2026-07-29T04:57:03.399502Z | null | false | null | 2026-08-03T21:34:49.533513+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
optuna | 4.9.0 | A hyperparameter optimization framework | <div align="center"><img src="https://raw.githubusercontent.com/optuna/optuna/master/docs/image/optuna-logo.png" width="800"/></div>
# Optuna: A hyperparameter optimization framework
[](https://www.... | Takuya Akiba | null | null | null | null | null | null | https://pypi.org/project/optuna/ | https://pypi.org/project/optuna/ | >=3.9 | [
"alembic>=1.5.0",
"colorlog",
"numpy",
"packaging>=20.0",
"sqlalchemy>=1.4.2",
"tqdm",
"PyYAML",
"ase; extra == \"document\"",
"cmaes>=0.12.0; extra == \"document\"",
"fvcore; extra == \"document\"",
"kaleido!=0.2.1.post1,<0.4; extra == \"document\"",
"lightgbm; extra == \"document\"",
"matp... | 37 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programm... | null | 78 | 2018-10-19T03:24:34.897257Z | 2026-08-03T05:31:13.564569Z | null | false | null | 2026-08-03T21:34:49.561799+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
opentelemetry-api | 1.44.0 | OpenTelemetry Python API | OpenTelemetry Python API
============================================================================
|pypi|
.. |pypi| image:: https://badge.fury.io/py/opentelemetry-api.svg
:target: https://pypi.org/project/opentelemetry-api/
Installation
------------
::
pip install opentelemetry-api
References
----------... | null | OpenTelemetry Authors <cncf-opentelemetry-contributors@lists.cncf.io> | null | null | null | Apache-2.0 | null | https://pypi.org/project/opentelemetry-api/ | https://pypi.org/project/opentelemetry-api/ | >=3.10 | [
"typing-extensions>=4.5.0"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Framework :: OpenTelemetry",
"Intended Audience :: Developers",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :... | null | 84 | 2019-10-01T00:35:15.044121Z | 2026-07-16T15:25:32.678223Z | null | false | null | 2026-08-03T21:34:49.604686+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
oslo.config | 10.6.0 | Oslo Configuration API | ==========================
Oslo Configuration Library
==========================
.. image:: https://governance.openstack.org/tc/badges/oslo.config.svg
.. Change things from this point on
.. image:: https://img.shields.io/pypi/v/oslo.config.svg
:target: https://pypi.org/project/oslo.config/
:alt: Latest Versi... | null | OpenStack <openstack-discuss@lists.openstack.org> | null | null | null | Apache-2.0 | null | https://pypi.org/project/oslo.config/ | https://pypi.org/project/oslo.config/ | >=3.11 | [
"netaddr>=0.7.18",
"stevedore>=5.6.0",
"oslo.i18n>=3.15.3",
"rfc3986>=1.2.0",
"PyYAML>=5.1",
"requests>=2.18.0",
"rst2txt>=1.1.0; extra == \"rst-generator\"",
"sphinx>=1.8.0; extra == \"rst-generator\""
] | 8 | [
"Development Status :: 5 - Production/Stable",
"Environment :: OpenStack",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python ::... | null | 157 | 2013-03-12T15:44:27.041859Z | 2026-07-20T13:05:11.098350Z | null | false | null | 2026-08-03T21:34:49.639835+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
obspy | 1.5.0 | ObsPy - a Python framework for seismological observatories. | ObsPy is an open-source project dedicated to provide a Python framework for
processing seismological data. It provides parsers for common file formats,
clients to access data centers and seismological signal processing routines
which allow the manipulation of seismological time series (see Beyreuther et
al. 2010, Megie... | The ObsPy Development Team | devs@obspy.org | null | null | GNU Lesser General Public License, Version 3 (LGPLv3) | null | https://www.obspy.org | https://pypi.org/project/obspy/ | https://pypi.org/project/obspy/ | >=3.8 | [
"numpy>=1.21",
"scipy>=1.7",
"matplotlib>=3.3",
"lxml",
"setuptools",
"sqlalchemy>=1.4",
"decorator",
"requests",
"packaging; extra == \"tests\"",
"pyproj; extra == \"tests\"",
"pytest; extra == \"tests\"",
"pytest-json-report; extra == \"tests\"",
"geographiclib; extra == \"geo\"",
"carto... | 22 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Prog... | ALSEP, ArcLink, array, array analysis, ASC, beachball, beamforming, cross correlation, CYBERSHAKE, database, dataless, Dataless SEED, DMX, earthquakes, EarthScope, Earthworm, EIDA, envelope, ESRI, events, FDSN, features, filter, focal mechanism, FOCMEC, GCF, GSE1, GSE2, hob, Tau-P, IASPEI, imaging, IMS, instrument corr... | 25 | 2012-12-09T19:57:16.793247Z | 2026-03-13T18:36:03.102488Z | null | false | null | 2026-08-03T21:34:49.667941+00:00 | EuN4fZUKL8RTV4osx | fpK7kYmH7mbj5V1SY |
typing-extensions | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+ | # Typing Extensions
[](https://gitter.im/python/typing)
[Documentation](https://typing-extensions.readthedocs.io/en/latest/#) –
[PyPI](https://pypi.org/project/typing-extensions/)
## Overview
The `typing_extensions` module serves ... | null | "Guido van Rossum, Jukka Lehtosalo, Łukasz Langa, Michael Lee" <levkivskyi@gmail.com> | null | null | null | PSF-2.0 | null | https://pypi.org/project/typing-extensions/ | https://pypi.org/project/typing-extensions/ | >=3.9 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Pyt... | annotations, backport, checker, checking, function, hinting, hints, type, typechecking, typehinting, typehints, typing | 52 | 2017-09-17T12:25:17.911412Z | 2026-07-02T08:40:05.920538Z | null | false | null | 2026-08-03T21:35:15.965919+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
tensorflow | 2.21.0 | TensorFlow is an open source machine learning framework for everyone. | [](https://badge.fury.io/py/tensorflow)
[](https://badge.fury.io/py/tensorflow)
TensorFlow is an open source software library for high performance numerical
computation. Its flexible architectu... | Google Inc. | packages@tensorflow.org | null | null | Apache 2.0 | null | https://www.tensorflow.org/ | https://pypi.org/project/tensorflow/ | https://pypi.org/project/tensorflow/ | >=3.10 | [
"absl-py>=1.0.0",
"astunparse>=1.6.0",
"flatbuffers>=25.9.23",
"gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1",
"google_pasta>=0.1.1",
"libclang>=13.0.0",
"opt_einsum>=2.3.2",
"packaging",
"protobuf<8.0.0,>=6.31.1",
"requests<3,>=2.21.0",
"setuptools",
"six>=1.12.0",
"termcolor>=1.1.0",
"typing_exte... | 34 | [
"Development Status :: 5 - Production/Stable",
"Environment :: GPU :: NVIDIA CUDA :: 12",
"Environment :: GPU :: NVIDIA CUDA :: 12 :: 12.2",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",... | tensorflow tensor machine learning | 138 | 2016-12-19T19:10:10.698397Z | 2026-03-06T17:25:33.144041Z | null | false | null | 2026-08-03T21:35:16.044099+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
torch | 2.13.0 | Tensors and Dynamic neural networks in Python with strong GPU acceleration | 
--------------------------------------------------------------------------------
PyTorch is a Python package that provides two high-level features:
- Tensor computation (like NumPy) with strong GPU acceleration
... | null | PyTorch Team <packages@pytorch.org> | null | null | null | Apache-2.0 AND Apache-2.0 WITH LLVM-exception AND BSD-2-Clause AND BSD-3-Clause AND BSL-1.0 AND MIT | null | https://pypi.org/project/torch/ | https://pypi.org/project/torch/ | >=3.10 | [
"filelock",
"typing-extensions>=4.10.0",
"setuptools>=77.0.3",
"sympy>=1.13.3",
"networkx>=2.5.1",
"jinja2",
"fsspec>=0.8.5",
"cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == \"Linux\"",
"cuda-bindings<14,>=13.0.3; platform_sys... | 17 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Programming Language :: C++",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: ... | pytorch, machine learning | 49 | 2018-12-07T18:56:01.203127Z | 2026-07-08T16:05:49.855735Z | null | false | null | 2026-08-03T21:35:16.085719+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
typer | 0.27.1 | Typer, build great CLIs. Easy to code. Based on Python type hints. | <p align="center">
<a href="https://typer.tiangolo.com"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg#only-light" alt="Typer"></a>
</p>
<p align="center">
<em>Typer, build great CLIs. Easy to code. Based on Python type hints.</em>
</p>
<p align="center">
<a href="https://github.com/... | null | Sebastián Ramírez <tiangolo@gmail.com> | null | null | null | MIT | null | https://pypi.org/project/typer/ | https://pypi.org/project/typer/ | >=3.10 | [
"shellingham>=1.3.0",
"rich>=13.8.0",
"annotated-doc>=0.0.2",
"colorama; platform_system == \"Windows\""
] | 4 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Intended Audience :: System Administrators",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Pyth... | null | 89 | 2019-12-20T15:37:05.802053Z | 2026-08-03T14:41:04.391012Z | null | false | null | 2026-08-03T21:35:16.118785+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
tqdm | 4.70.0 | Fast, Extensible Progress Meter | |Logo|
tqdm
====
|Py-Versions| |Versions| |Conda-Forge-Status| |Docker| |Snapcraft|
|Build-Status| |Coverage-Status| |Branch-Coverage-Status| |Codacy-Grade| |Libraries-Rank| |PyPI-Downloads|
|LICENCE| |OpenHub-Status| |colab-demo| |binder-demo| |awesome-python|
``tqdm`` derives from the Arabic word *taqaddum* (تقد... | null | null | null | tqdm developers <devs@tqdm.ml> | MPL-2.0 AND MIT | null | null | https://pypi.org/project/tqdm/ | https://pypi.org/project/tqdm/ | >=3.8 | [
"colorama; platform_system == \"Windows\"",
"requests; extra == \"discord\"",
"envwrap; extra == \"discord\"",
"slack-sdk; extra == \"slack\"",
"envwrap; extra == \"slack\"",
"requests; extra == \"telegram\"",
"envwrap; extra == \"telegram\"",
"ipywidgets>=6; extra == \"notebook\""
] | 8 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Environment :: MacOS X",
"Environment :: Other Environment",
"Environment :: Win32 (MS Windows)",
"Environment :: X11 Applications",
"Framework :: IPython",
"Framework :: Jupyter",
"Intended Audience :: Developers",
"Intende... | progressbar, progressmeter, progress, bar, meter, rate, eta, console, terminal, time | 150 | 2013-10-26T20:06:45.223855Z | 2026-07-27T11:33:15.271360Z | null | false | null | 2026-08-03T21:35:16.164509+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
tornado | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | Tornado Web Server
==================
.. image:: https://badges.gitter.im/Join%20Chat.svg
:alt: Join the chat at https://gitter.im/tornadoweb/tornado
:target: https://gitter.im/tornadoweb/tornado?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge
`Tornado <http://www.tornadoweb.org>`_ is ... | Facebook | python-tornado@googlegroups.com | null | null | Apache-2.0 | null | http://www.tornadoweb.org/ | https://pypi.org/project/tornado/ | https://pypi.org/project/tornado/ | >=3.9 | [] | 0 | [
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.9",
... | null | 83 | 2010-05-18T11:03:55.382441Z | 2026-06-08T17:34:51.232654Z | null | false | null | 2026-08-03T21:35:16.217585+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
Twisted | 26.4.0 | An asynchronous networking framework written in Python | Twisted
#######
|gitter|_
|rtd|_
|pypi|_
|ci|_
For information on changes in this release, see the `NEWS <https://github.com/twisted/twisted/blob/trunk/NEWS.rst>`_ file.
Sponsors
--------
Twisted is an MIT-licensed open source project with its ongoing development made possible entirely by the support of community ... | null | Twisted Matrix Community <twisted@python.org> | null | null | MIT License | null | null | https://pypi.org/project/Twisted/ | https://pypi.org/project/Twisted/ | >=3.9.12 | [
"attrs>=22.2.0",
"automat>=24.8.0",
"constantly>=15.1",
"hyperlink>=17.1.1",
"incremental>=24.7.0",
"typing-extensions>=4.2.0",
"zope-interface>=5",
"appdirs>=1.4.0; extra == \"all-non-platform\"",
"bcrypt>=3.2.1; extra == \"all-non-platform\"",
"cryptography>=38; extra == \"all-non-platform\"",
... | 150 | [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.9"
] | null | 111 | 2005-10-11T15:44:53Z | 2026-05-11T11:24:51.861679Z | null | false | null | 2026-08-03T21:35:16.258216+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
traitlets | 5.16.1 | Traitlets Python configuration system | # Traitlets
[](https://github.com/ipython/traitlets/actions/workflows/tests.yml)
[](https://traitlets.readthedocs.io/en/latest/?badge=latest)
[](https://github.com/hukkin/tomli/actions?query=workflow%3ATests+branch%3Amaster+event%3Apush)
[](https://codecov.io/gh/hukkin/tomli)
[![Py... | null | Taneli Hukkinen <hukkin@users.noreply.github.com> | null | null | null | MIT | null | https://pypi.org/project/tomli/ | https://pypi.org/project/tomli/ | >=3.8 | [] | 0 | [
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Software Deve... | toml | 30 | 2021-05-27T22:30:12.767785Z | 2026-03-25T21:48:31.638761Z | null | false | null | 2026-08-03T21:35:16.323392+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
tabulate | 0.10.0 | Pretty-print tabular data | python-tabulate
===============
Pretty-print tabular data in Python, a library and a command-line
utility.
The main use cases of the library are:
- printing small tables without hassle: just one function call,
formatting is guided by the data itself
- authoring tabular data for lightweight plain-te... | null | Sergey Astanin <s.astanin@gmail.com> | null | null | null | MIT | null | https://pypi.org/project/tabulate/ | https://pypi.org/project/tabulate/ | >=3.10 | [
"wcwidth; extra == \"widechars\""
] | 1 | [
"Development Status :: 4 - Beta",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :... | null | 28 | 2013-03-08T18:06:40.167283Z | 2026-03-04T18:55:34.402969Z | null | false | null | 2026-08-03T21:35:16.361525+00:00 | KSB0Jb4qw6nKDs3iY | 6JPYgKr1PfByrX0Gm |
requests | 2.34.2 | Python HTTP for Humans. | # Requests
[](https://pypi.org/project/requests/)
[](https://pypi.org/project/requests)
[](https://pepy.tech/project/re... | null | Kenneth Reitz <me@kennethreitz.org> | null | Ian Stapleton Cordasco <graffatcolmingov@gmail.com>, Nate Prewitt <nate.prewitt@gmail.com> | Apache-2.0 | null | null | https://pypi.org/project/requests/ | https://pypi.org/project/requests/ | >=3.10 | [
"charset_normalizer<4,>=2",
"idna<4,>=2.5",
"urllib3<3,>=1.26",
"certifi>=2023.5.7",
"PySocks!=1.5.7,>=1.5.6; extra == \"socks\"",
"chardet<8,>=3.0.2; extra == \"use-chardet-on-py3\""
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Pyth... | null | 163 | 2011-02-14T08:49:42.641660Z | 2026-05-14T19:25:27.735762Z | null | false | null | 2026-08-03T21:35:05.251934+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
rich | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal | [](https://pypi.org/project/rich/) [](https://badge.fury.io/py/rich)
[](https://pepy.tech/project/rich)
[![codecov](https://img.shields.io/codecov/c... | Will McGugan | willmcgugan@gmail.com | null | null | MIT | null | null | https://pypi.org/project/rich/ | https://pypi.org/project/rich/ | >=3.9.0 | [
"ipywidgets<9,>=7.5.1; extra == \"jupyter\"",
"markdown-it-py>=2.2.0",
"pygments<3.0.0,>=2.13.0"
] | 3 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Framework :: IPython",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming La... | null | 207 | 2019-11-10T15:57:05.567678Z | 2026-04-12T08:24:02.830783Z | null | false | null | 2026-08-03T21:35:05.296611+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
redis | 8.1.0 | Python client for Redis database and key-value store | # redis-py
The Python interface to the Redis key-value store.
[](https://github.com/redis/redis-py/actions/workflows/integration.yaml)
[](h... | null | "Redis Inc." <oss@redis.com> | null | null | null | MIT | null | https://pypi.org/project/redis/ | https://pypi.org/project/redis/ | >=3.10 | [
"async-timeout>=4.0.3; python_full_version < \"3.11.3\"",
"pybreaker>=1.4.0; extra == \"circuit-breaker\"",
"hiredis>=3.2.0; extra == \"hiredis\"",
"pyjwt>=2.13.0; extra == \"jwt\"",
"cryptography>=36.0.1; extra == \"ocsp\"",
"pyopenssl>=20.0.1; extra == \"ocsp\"",
"requests>=2.31.0; extra == \"ocsp\"",... | 11 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: O... | Redis, database, key-value-store | 169 | 2012-10-08T06:40:56.248269Z | 2026-07-30T08:51:00.269040Z | null | false | null | 2026-08-03T21:35:05.361438+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
ruff | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust. | <!-- Begin section: Overview -->
# Ruff
[](https://github.com/astral-sh/ruff)
[](https://pypi.python.org/pypi/ruff)
[![image](https://img.shields.io/py... | null | "Astral Software Inc." <hey@astral.sh> | null | null | null | MIT | https://docs.astral.sh/ruff | https://pypi.org/project/ruff/ | https://pypi.org/project/ruff/ | >=3.7 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :... | automation, flake8, pycodestyle, pyflakes, pylint, clippy | 417 | 2022-08-27T22:26:24.473977Z | 2026-07-30T19:37:01.379812Z | null | false | null | 2026-08-03T21:35:05.474604+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
ray | 2.56.1 | Ray provides a simple, universal API for building distributed applications. | .. image:: https://github.com/ray-project/ray/raw/master/doc/source/images/ray_header_logo.png
.. image:: https://readthedocs.org/projects/ray/badge/?version=master
:target: http://docs.ray.io/en/master/?badge=master
.. image:: https://img.shields.io/badge/Ray-Join%20Slack-blue
:target: https://www.ray.io/joi... | Ray Team | ray-dev@googlegroups.com | null | null | Apache 2.0 | null | https://github.com/ray-project/ray | https://pypi.org/project/ray/ | https://pypi.org/project/ray/ | >=3.10 | [
"click>=7.0",
"filelock",
"jsonschema",
"msgpack<2.0.0,>=1.0.0",
"packaging>=24.2",
"protobuf>=3.20.3",
"pyyaml",
"requests",
"cupy-cuda12x; sys_platform != \"darwin\" and extra == \"cgraph\"",
"grpcio!=1.56.0; sys_platform == \"darwin\" and extra == \"client\"",
"grpcio; extra == \"client\"",
... | 271 | [
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | ray distributed parallel machine-learning hyperparameter-tuningreinforcement-learning deep-learning serving python | 130 | 2017-06-03T03:05:01.138017Z | 2026-07-17T21:29:26.649216Z | null | false | null | 2026-08-03T21:35:05.540504+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
robotframework | 7.4.2 | Generic automation framework for acceptance testing and robotic process automation (RPA) | Robot Framework
===============
.. contents::
:local:
Introduction
------------
`Robot Framework <http://robotframework.org>`_ |r| is a generic open source
automation framework for acceptance testing, acceptance test driven
development (ATDD), and robotic process automation (RPA). It has simple plain
text syntax ... | Pekka Klärck | peke@eliga.fi | null | null | Apache License 2.0 | null | https://robotframework.org | https://pypi.org/project/robotframework/ | https://pypi.org/project/robotframework/ | >=3.8 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Robot Framework",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Pr... | robotframework automation testautomation rpa testing acceptancetesting atdd bdd | 153 | 2013-11-26T14:51:30.593732Z | 2026-07-17T16:22:04.847865Z | null | false | null | 2026-08-03T21:35:05.595752+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
rospkg | 1.6.1 | ROS package library | Library for retrieving information about ROS packages and stacks.
| Ken Conley | kwc@willowgarage.com | ROS Infrastructure Team | null | BSD | null | http://wiki.ros.org/rospkg | https://pypi.org/project/rospkg/ | https://pypi.org/project/rospkg/ | >=3.6 | [
"catkin-pkg",
"PyYAML",
"distro>=1.4.0; python_version >= \"3.8\"",
"pytest; extra == \"test\""
] | 4 | [
"License :: OSI Approved :: BSD License",
"Programming Language :: Python"
] | ROS | 84 | 2011-08-18T03:01:09.192483Z | 2025-12-19T21:47:05.126937Z | null | false | null | 2026-08-03T21:35:05.653022+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
rsa | 4.9.1 | Pure-Python RSA implementation | # Python-RSA has been archived
Hi folks,
I'm Sybren, one of the original authors and the maintainer of this project.
Unfortunately I don't have the time and brain space left to properly maintain
Python-RSA. As you can see from the lack of activity on the open issues, and the
lack of commits, that has been the case fo... | Sybren A. Stüvel | sybren@stuvel.eu | null | null | Apache-2.0 | null | null | https://pypi.org/project/rsa/ | https://pypi.org/project/rsa/ | <4,>=3.6 | [
"pyasn1>=0.1.3"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming ... | null | 37 | 2008-04-23T11:27:28Z | 2025-04-16T09:51:18.218643Z | null | false | null | 2026-08-03T21:35:05.694945+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
retrying | 1.4.2 | Retrying | # Retrying
Retrying is an Apache 2.0 licensed general-purpose retrying library, written in
Python, to simplify the task of adding retry behavior to just about anything.
The simplest use case is retrying a flaky function whenever an Exception occurs
until a value is returned.
```python
import random
from retrying imp... | Alex Kuang, Anthony McClosky, Cyrus Durgin, Daniel Nephin, Dougal Matthews, Greg Roodt, Haïkel Guémar, Hugo Klepsch, J Derek Wilson, James Page, Jason Dunkelberger, Job Evers, Jonathan Herriott, Josh Marshall, Joshua Harlow, Justin Turner Arthur, Maxym Shalenyi, Monty Taylor, Pierre-Yves Chibon, Ray Holder, Rees Dooley... | null | null | null | null | Apache-2.0 | null | https://pypi.org/project/retrying/ | https://pypi.org/project/retrying/ | >=3.6 | [] | 0 | [
"Intended Audience :: Developers",
"Natural Language :: English",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python ... | decorator, decorators, retry, retrying, exception, exponential, backoff | 18 | 2013-01-22T08:06:06.526595Z | 2025-08-03T03:35:25.189544Z | null | false | null | 2026-08-03T21:35:05.719715+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
responses | 0.26.2 | A utility library for mocking out the `requests` Python library. | Responses
=========
.. image:: https://img.shields.io/pypi/v/responses.svg
:target: https://pypi.python.org/pypi/responses/
.. image:: https://img.shields.io/pypi/pyversions/responses.svg
:target: https://pypi.org/project/responses/
.. image:: https://img.shields.io/pypi/dm/responses
:target: https://pypi... | David Cramer | null | null | null | Apache-2.0 | null | https://github.com/getsentry/responses | https://pypi.org/project/responses/ | https://pypi.org/project/responses/ | >=3.8 | [
"requests<3.0,>=2.30.0",
"urllib3<3.0,>=1.25.10",
"pyyaml",
"pytest>=7.0.0; extra == \"tests\"",
"coverage>=6.0.0; extra == \"tests\"",
"pytest-cov; extra == \"tests\"",
"pytest-asyncio; extra == \"tests\"",
"pytest-httpserver; extra == \"tests\"",
"flake8; extra == \"tests\"",
"types-PyYAML; extr... | 14 | [
"Intended Audience :: Developers",
"Intended Audience :: System Administrators",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: P... | null | 64 | 2013-11-25T19:51:39.301273Z | 2026-07-03T16:44:50.325699Z | null | false | null | 2026-08-03T21:35:05.751457+00:00 | 5VrpW0GKT40soENKX | un27eVMNatOTMSX1k |
pandas | 3.0.5 | Powerful data structures for data analysis, time series, and statistics | <picture align="center">
<source media="(prefers-color-scheme: dark)" srcset="https://pandas.pydata.org/static/img/pandas_white.svg">
<img alt="Pandas Logo" src="https://pandas.pydata.org/static/img/pandas.svg">
</picture>
-----------------
# pandas: A Powerful Python Data Analysis Toolkit
| | |
| --- | --- |
| ... | null | The Pandas Development Team <pandas-dev@python.org> | null | null | BSD 3-Clause License
Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team
All rights reserved.
Copyright (c) 2011-2026, Open source contributors.
Redistribution and use in source and binary forms, with or... | null | null | https://pypi.org/project/pandas/ | https://pypi.org/project/pandas/ | >=3.11 | [
"numpy>=1.26.0; python_version < \"3.14\"",
"numpy>=2.3.3; python_version >= \"3.14\"",
"python-dateutil>=2.8.2",
"tzdata; sys_platform == \"win32\"",
"tzdata; sys_platform == \"emscripten\"",
"hypothesis>=6.116.0; extra == \"test\"",
"pytest<9.1,>=8.3.4; extra == \"test\"",
"pytest-xdist>=3.6.1; extr... | 84 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Cython",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
... | null | 117 | 2009-12-25T23:58:31.560462Z | 2026-07-22T22:19:28.819607Z | null | false | null | 2026-08-03T21:34:53.767516+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
pydantic | 2.13.4 | Data validation using Python type hints | # Pydantic Validation
[](https://github.com/pydantic/pydantic/actions?query=event%3Apush+branch%3Amain+workflow%3ACI)
[... | null | Samuel Colvin <s@muelcolvin.com>, Eric Jolibois <em.jolibois@gmail.com>, Hasan Ramezani <hasan.r67@gmail.com>, Adrian Garcia Badaracco <1755071+adriangb@users.noreply.github.com>, Terrence Dorsey <terry@pydantic.dev>, David Montague <david@pydantic.dev>, Serge Matveenko <lig@countzero.co>, Marcelo Trylesinski <marcelot... | null | null | null | MIT | null | https://pypi.org/project/pydantic/ | https://pypi.org/project/pydantic/ | >=3.9 | [
"annotated-types>=0.6.0",
"pydantic-core==2.46.4",
"typing-extensions>=4.14.1",
"typing-inspection>=0.4.2",
"email-validator>=2.0.0; extra == \"email\"",
"tzdata; (python_version >= \"3.9\" and platform_system == \"Windows\") and extra == \"timezone\""
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Hypothesis",
"Framework :: Pydantic",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Program... | null | 203 | 2017-05-03T20:58:44.335432Z | 2026-05-22T13:23:43.109343Z | null | false | null | 2026-08-03T21:34:53.826444+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
pytest | 9.1.1 | pytest: simple powerful testing with Python | .. image:: https://github.com/pytest-dev/pytest/raw/main/doc/en/img/pytest_logo_curves.svg
:target: https://docs.pytest.org/en/stable/
:align: center
:height: 200
:alt: pytest
------
.. image:: https://img.shields.io/pypi/v/pytest.svg
:target: https://pypi.org/project/pytest/
.. image:: https://img.... | Brianna Laugher, Bruno Oliveira, Floris Bruynooghe, Freya Bruhin, Holger Krekel, Others (See AUTHORS), Ronny Pfannschmidt | null | null | null | null | MIT | null | https://pypi.org/project/pytest/ | https://pypi.org/project/pytest/ | >=3.10 | [
"colorama>=0.4; sys_platform == \"win32\"",
"exceptiongroup>=1; python_version < \"3.11\"",
"iniconfig>=1.0.1",
"packaging>=22",
"pluggy<2,>=1.5",
"pygments>=2.7.2",
"tomli>=1; python_version < \"3.11\"",
"argcomplete; extra == \"dev\"",
"attrs>=19.2; extra == \"dev\"",
"hypothesis>=3.56; extra ==... | 14 | [
"Development Status :: 6 - Mature",
"Intended Audience :: Developers",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programmi... | test, unittest | 192 | 2010-11-25T21:00:27.474482Z | 2026-06-19T10:58:32.857420Z | null | false | null | 2026-08-03T21:34:53.862259+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
psutil | 7.2.2 | Cross-platform lib for process and system monitoring. | | |downloads| |stars| |forks| |contributors| |packages|
| |version| |license| |stackoverflow| |twitter| |tidelift|
| |github-actions-wheels| |github-actions-bsd|
.. |downloads| image:: https://img.shields.io/pypi/dm/psutil.svg
:target: https://clickpy.clickhouse.com/dashboard/psutil
:alt: Downloads
.. |sta... | Giampaolo Rodola | g.rodola@gmail.com | null | null | BSD-3-Clause | null | https://github.com/giampaolo/psutil | https://pypi.org/project/psutil/ | https://pypi.org/project/psutil/ | >=3.6 | [
"psleak; extra == \"dev\"",
"pytest; extra == \"dev\"",
"pytest-instafail; extra == \"dev\"",
"pytest-xdist; extra == \"dev\"",
"setuptools; extra == \"dev\"",
"pywin32; (os_name == \"nt\" and implementation_name != \"pypy\") and extra == \"dev\"",
"wheel; (os_name == \"nt\" and implementation_name != \... | 38 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Intended Audience :: System Administrators",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft",
"Operating System :: Microso... | ps, top, kill, free, lsof, netstat, nice, tty, ionice, uptime, taskmgr, process, df, iotop, iostat, ifconfig, taskset, who, pidof, pmap, smem, pstree, monitoring, ulimit, prlimit, smem, performance, metrics, agent, observability | 104 | 2013-09-28T09:48:01.746815Z | 2026-01-28T18:15:36.514806Z | null | false | null | 2026-08-03T21:34:53.904665+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
pillow | 12.3.0 | Python Imaging Library (fork) | <p align="center">
<img width="248" height="250" src="https://raw.githubusercontent.com/python-pillow/pillow-logo/main/pillow-logo-248x250.png" alt="Pillow logo">
</p>
# Pillow
## Python Imaging Library (Fork)
Pillow is the friendly PIL fork by [Jeffrey 'Alex' Clark and
contributors](https://github.com/python-pi... | null | Jeffrey 'Alex' Clark <aclark@aclark.net> | null | null | null | MIT-CMU | null | https://pypi.org/project/pillow/ | https://pypi.org/project/pillow/ | >=3.10 | [
"furo; extra == \"docs\"",
"olefile; extra == \"docs\"",
"sphinx>=8.2; extra == \"docs\"",
"sphinx-autobuild; extra == \"docs\"",
"sphinx-copybutton; extra == \"docs\"",
"sphinx-inline-tabs; extra == \"docs\"",
"sphinxext-opengraph; extra == \"docs\"",
"olefile; extra == \"fpx\"",
"olefile; extra ==... | 25 | [
"Development Status :: 6 - Mature",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programm... | Imaging | 107 | 2010-07-31T06:23:55.860541Z | 2026-07-01T11:56:38.965595Z | null | false | null | 2026-08-03T21:34:53.984197+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
protobuf | 7.35.1 | null | protobuf@googlegroups.com | protobuf@googlegroups.com | null | null | 3-Clause BSD License | null | https://developers.google.com/protocol-buffers/ | https://pypi.org/project/protobuf/ | https://pypi.org/project/protobuf/ | >=3.10 | [] | 0 | [
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
] | null | 219 | 2008-07-10T22:36:09Z | 2026-08-03T21:05:49.182191Z | null | false | null | 2026-08-03T21:34:54.098827+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 | |
PyYAML | 6.0.3 | YAML parser and emitter for Python | YAML is a data serialization format designed for human readability
and interaction with scripting languages. PyYAML is a YAML parser
and emitter for Python.
PyYAML features a complete YAML 1.1 parser, Unicode support, pickle
support, capable extension API, and sensible error messages. PyYAML
supports standard YAML t... | Kirill Simonov | xi@resolvent.net | null | null | MIT | null | https://pyyaml.org/ | https://pypi.org/project/PyYAML/ | https://pypi.org/project/PyYAML/ | >=3.8 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Cython",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :... | null | 40 | 2011-07-01T22:59:26.759009Z | 2025-09-29T20:27:46.049234Z | null | false | null | 2026-08-03T21:34:54.250438+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
PyJWT | 2.13.0 | JSON Web Token implementation in Python | PyJWT
=====
.. image:: https://github.com/jpadilla/pyjwt/workflows/CI/badge.svg
:target: https://github.com/jpadilla/pyjwt/actions?query=workflow%3ACI
.. image:: https://img.shields.io/pypi/v/pyjwt.svg
:target: https://pypi.python.org/pypi/pyjwt
.. image:: https://codecov.io/gh/jpadilla/pyjwt/branch/master/gra... | null | Jose Padilla <hello@jpadilla.com> | null | null | null | MIT | null | https://pypi.org/project/PyJWT/ | https://pypi.org/project/PyJWT/ | >=3.9 | [
"typing_extensions>=4.0; python_version < \"3.11\"",
"cryptography>=3.4.0; extra == \"crypto\""
] | 2 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Natural Language :: English",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Py... | json, jwt, security, signing, token, web | 55 | 2011-02-24T21:50:33.411755Z | 2026-05-21T19:54:36.618443Z | null | false | null | 2026-08-03T21:34:54.295952+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
packaging | 26.2 | Core utilities for Python packages | packaging
=========
.. start-intro
Reusable core utilities for various Python Packaging
`interoperability specifications <https://packaging.python.org/specifications/>`_.
This library provides utilities that implement the interoperability
specifications which have clearly one correct behaviour (eg: :pep:`440`)
or be... | null | Donald Stufft <donald@stufft.io> | null | null | null | Apache-2.0 OR BSD-2-Clause | null | https://pypi.org/project/packaging/ | https://pypi.org/project/packaging/ | >=3.8 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Lan... | null | 53 | 2014-09-05T00:26:05.098753Z | 2026-04-24T20:15:23.917886Z | null | false | null | 2026-08-03T21:34:54.335435+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
paramiko | 5.0.0 | SSH2 protocol library | |version| |python| |license| |ci| |coverage|
.. |version| image:: https://img.shields.io/pypi/v/paramiko
:target: https://pypi.org/project/paramiko/
:alt: PyPI - Package Version
.. |python| image:: https://img.shields.io/pypi/pyversions/paramiko
:target: https://pypi.org/project/paramiko/
:alt: PyPI - ... | null | Jeff Forcier <jeff@bitprophet.org> | null | null | null | LGPL-2.1 | null | https://pypi.org/project/paramiko/ | https://pypi.org/project/paramiko/ | >=3.9 | [
"bcrypt>=3.2",
"cryptography>=3.3",
"invoke>=2.0",
"pynacl>=1.5"
] | 4 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Languag... | null | 151 | 2010-10-27T03:00:39.496743Z | 2026-05-09T18:28:52.256263Z | null | false | null | 2026-08-03T21:34:54.394651+00:00 | 9g5vThatNPdFAycrP | jcIxnv87l3QFk2O19 |
matplotlib | 3.11.1 | Python plotting package | [](https://pypi.org/project/matplotlib/)
[](https://anaconda.org/conda-forge/matplotlib)
[](https://pypi.org/project/matplotlib)
[![NUMFocus](https://im... | John D. Hunter, Michael Droettboom | Unknown <matplotlib-users@python.org> | null | null | License agreement for matplotlib versions 1.3.0 and later
=========================================================
1. This LICENSE AGREEMENT is between the Matplotlib Development Team
("MDT"), and the Individual or Organization ("Licensee") accessing and
otherwise using ma... | null | null | https://pypi.org/project/matplotlib/ | https://pypi.org/project/matplotlib/ | >=3.11 | [
"contourpy>=1.0.1",
"cycler>=0.10",
"fonttools>=4.28.2",
"kiwisolver>=1.3.1",
"numpy>=1.25",
"packaging>=20.0",
"pillow>=9",
"pyparsing>=3",
"python-dateutil>=2.7"
] | 9 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Matplotlib",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Python Software Foundation License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming La... | null | 142 | 2006-01-09T14:02:01Z | 2026-07-18T03:39:46.630205Z | null | false | null | 2026-08-03T21:34:38.548851+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
mypy | 2.3.0 | Optional static typing for Python | Mypy -- Optional Static Typing for Python
=========================================
Add type annotations to your Python programs, and use mypy to type
check them. Mypy is essentially a Python linter on steroids, and it
can catch many programming errors by analyzing your program, without
actually having to run i... | null | Jukka Lehtosalo <jukka.lehtosalo@iki.fi> | null | null | null | MIT | null | https://pypi.org/project/mypy/ | https://pypi.org/project/mypy/ | >=3.10 | [
"typing_extensions>=4.6.0; python_version < \"3.15\"",
"typing_extensions>=4.14.0; python_version >= \"3.15\"",
"mypy_extensions>=1.0.0",
"pathspec>=1.0.0",
"tomli>=1.1.0; python_version < \"3.11\"",
"librt>=0.13.0; platform_python_implementation != \"PyPy\"",
"ast-serialize<1.0.0,>=0.6.0",
"psutil>=4... | 12 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Pyth... | null | 140 | 2009-09-09T17:34:48.968869Z | 2026-07-13T11:34:53.387133Z | null | false | null | 2026-08-03T21:34:38.607395+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
marshmallow | 4.3.0 | A lightweight library for converting complex datatypes to and from native Python datatypes. | ********************************************
marshmallow: simplified object serialization
********************************************
|pypi| |build-status| |pre-commit| |docs|
.. |pypi| image:: https://badgen.net/pypi/v/marshmallow
:target: https://pypi.org/project/marshmallow/
:alt: Latest version
.. |buil... | null | Steven Loria <oss@stevenloria.com> | null | Steven Loria <oss@stevenloria.com>, Jérôme Lafréchoux <jerome@jolimont.fr>, Jared Deckard <jared@shademaps.com> | null | MIT | null | https://pypi.org/project/marshmallow/ | https://pypi.org/project/marshmallow/ | >=3.10 | [
"backports-datetime-fromisoformat; python_version < \"3.11\"",
"typing-extensions; python_version < \"3.11\""
] | 2 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming ... | null | 200 | 2013-11-11T04:26:56.274159Z | 2026-04-03T21:46:32.720455Z | null | false | null | 2026-08-03T21:34:38.641924+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
multidict | 6.7.1 | multidict implementation | =========
multidict
=========
.. image:: https://github.com/aio-libs/multidict/actions/workflows/ci-cd.yml/badge.svg
:target: https://github.com/aio-libs/multidict/actions
:alt: GitHub status for master branch
.. image:: https://codecov.io/gh/aio-libs/multidict/branch/master/graph/badge.svg?flag=pytest
:targ... | Andrew Svetlov | andrew.svetlov@gmail.com | null | null | Apache License 2.0 | null | https://github.com/aio-libs/multidict | https://pypi.org/project/multidict/ | https://pypi.org/project/multidict/ | >=3.9 | [
"typing-extensions>=4.1.0; python_version < \"3.11\""
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language... | null | 150 | 2016-02-19T10:29:42.103906Z | 2026-01-26T02:46:45.979236Z | null | false | null | 2026-08-03T21:34:38.722379+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
msgpack | 1.2.1 | MessagePack serializer | # MessagePack for Python
[](https://github.com/msgpack/msgpack-python/actions/workflows/wheel.yml)
[](https://msgpack-python.read... | null | Inada Naoki <songofacandy@gmail.com> | null | null | null | Apache-2.0 | null | https://pypi.org/project/msgpack/ | https://pypi.org/project/msgpack/ | >=3.10 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: File Formats"
] | msgpack, messagepack, serializer, serialization, binary | 33 | 2018-01-06T18:07:36.775942Z | 2026-06-18T16:13:52.594901Z | null | false | null | 2026-08-03T21:34:38.875835+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
motor | 3.7.1 | Non-blocking MongoDB driver for Tornado or asyncio | # Motor
[](https://pypi.org/project/motor)
[](https://pypi.org/project/motor)
[](https://pepy.tech/project/motor)
[![Documentation Status](... | null | "A. Jesse Jiryu Davis" <jesse@mongodb.com> | null | null | Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and condi... | null | null | https://pypi.org/project/motor/ | https://pypi.org/project/motor/ | >=3.9 | [
"pymongo<5.0,>=4.9",
"pymongo[aws]<5,>=4.5; extra == \"aws\"",
"aiohttp; extra == \"docs\"",
"furo==2024.8.6; extra == \"docs\"",
"readthedocs-sphinx-search~=0.3; extra == \"docs\"",
"sphinx-rtd-theme<3,>=2; extra == \"docs\"",
"sphinx<8,>=5.3; extra == \"docs\"",
"tornado; extra == \"docs\"",
"pymo... | 20 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Natural Language :: English",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: Unix",
"Programming Language :... | asyncio, bson, gridfs, mongo, mongodb, motor, pymongo, tornado | 57 | 2013-02-01T12:56:14.248643Z | 2025-05-14T18:56:33.653510Z | null | false | null | 2026-08-03T21:34:38.905709+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
multipledispatch | 1.0.0 | Multiple dispatch | Multiple Dispatch
=================
|Build Status| |Coverage Status| |Version Status|
A relatively sane approach to multiple dispatch in Python.
This implementation of multiple dispatch is efficient, mostly complete,
performs static analysis to avoid conflicts, and provides optional namespace
support. It looks good... | Matthew Rocklin | mrocklin@gmail.com | BSD | null | http://github.com/mrocklin/multipledispatch/ | https://pypi.org/project/multipledispatch/ | https://pypi.org/project/multipledispatch/ | [] | 0 | [] | dispatch | 16 | 2014-02-19T02:10:59.057681Z | 2023-06-27T16:45:11.074927Z | null | false | null | 2026-08-03T21:34:38.932931+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ | |||
memory-profiler | 0.61.0 | A module for monitoring memory usage of a python program | .. image:: https://travis-ci.org/pythonprofilers/memory_profiler.svg?branch=master
:target: https://travis-ci.org/pythonprofilers/memory_profiler
=================
Memory Profiler
=================
**Note:** This package is no longer actively maintained. I won't be actively responding to issues. If you'd like t... | Fabian Pedregosa | f@bianp.net | BSD | null | https://github.com/pythonprofilers/memory_profiler | https://pypi.org/project/memory-profiler/ | https://pypi.org/project/memory-profiler/ | >=3.5 | [
"psutil"
] | 1 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Topi... | 58 | 2011-12-09T16:25:03.097845Z | 2022-11-15T17:57:28.994274Z | null | false | null | 2026-08-03T21:34:38.963880+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ | |||
Markdown | 3.10.3 | Python implementation of John Gruber's Markdown. | [Python-Markdown][]
===================
[![Build Status][build-button]][build]
[![Coverage Status][codecov-button]][codecov]
[![Latest Version][mdversion-button]][md-pypi]
[![Python Versions][pyversion-button]][md-pypi]
[![BSD License][bsdlicense-button]][bsdlicense]
[![Code of Conduct][codeofconduct-button]][Code of ... | Manfred Stienstra, Yuri Takhteyev | Waylan limberg <python.markdown@gmail.com> | Isaac Muse | Waylan Limberg <python.markdown@gmail.com> | null | BSD-3-Clause | null | https://pypi.org/project/Markdown/ | https://pypi.org/project/Markdown/ | >=3.10 | [
"coverage; extra == \"testing\"",
"pyyaml; extra == \"testing\"",
"mkdocs>=1.6; extra == \"docs\"",
"mkdocs-nature>=0.6; extra == \"docs\"",
"mdx_gh_links>=0.2; extra == \"docs\"",
"mkdocstrings[python]>=0.28.3; extra == \"docs\"",
"mkdocs-gen-files; extra == \"docs\"",
"mkdocs-section-index; extra ==... | 9 | [
"Development Status :: 5 - Production/Stable",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming ... | markdown, markdown-parser, python-markdown, markdown-to-html | 61 | 2008-02-18T02:14:25Z | 2026-07-30T19:05:29.005179Z | null | false | null | 2026-08-03T21:34:38.989369+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
mock | 5.2.0 | Rolling backport of unittest.mock for all Pythons | mock is a library for testing in Python. It allows you to replace parts of
your system under test with mock objects and make assertions about how they
have been used.
mock is now part of the Python standard library, available as `unittest.mock
<https://docs.python.org/dev/library/unittest.mock.html>`_ in Python 3.3
on... | Testing Cabal | testing-in-python@lists.idyll.org | null | null | null | null | http://mock.readthedocs.org/en/latest/ | https://pypi.org/project/mock/ | https://pypi.org/project/mock/ | >=3.6 | [
"sphinx; extra == \"docs\"",
"pytest; extra == \"test\"",
"pytest-cov; extra == \"test\"",
"twine; extra == \"build\"",
"wheel; extra == \"build\"",
"blurb; extra == \"build\""
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.1... | null | 40 | 2008-10-12T16:22:30Z | 2025-03-03T12:31:42.911672Z | null | false | null | 2026-08-03T21:34:39.019677+00:00 | EffzcrVftMzHezfgx | rlIzvAcYhgAaJYEcJ |
scipy | 1.18.0 | Fundamental algorithms for scientific computing in Python | .. image:: https://raw.githubusercontent.com/scipy/scipy/main/doc/source/_static/logo.svg
:target: https://scipy.org
:width: 110
:height: 110
:align: left
.. image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
:target: https://numfocus.org
.. image:: ... | null | null | null | SciPy Developers <scipy-dev@python.org> | Copyright (c) 2001-2002 Enthought, Inc. 2003, SciPy Developers.
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions
are met:
1. Redistributions of sourc... | null | null | https://pypi.org/project/scipy/ | https://pypi.org/project/scipy/ | >=3.12 | [
"numpy<2.8,>=2.0.0",
"pytest>=8.0.0; extra == \"test\"",
"pytest-cov; extra == \"test\"",
"pytest-timeout; extra == \"test\"",
"pytest-xdist; extra == \"test\"",
"asv; extra == \"test\"",
"mpmath; extra == \"test\"",
"gmpy2; extra == \"test\"",
"threadpoolctl; extra == \"test\"",
"scikit-umfpack; ... | 40 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: POSIX :: Linux... | null | 107 | 2010-07-27T18:45:05.190402Z | 2026-06-19T15:01:43.456512Z | null | false | null | 2026-08-03T21:35:12.232394+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
scikit-learn | 1.9.0 | A set of python modules for machine learning and data mining | .. -*- mode: rst -*-
|GitHubActions| |Codecov| |CircleCI| |Nightly wheels| |Ruff| |PythonVersion| |PyPI| |DOI| |Benchmark|
.. |GitHubActions| image:: https://github.com/scikit-learn/scikit-learn/actions/workflows/unit-tests.yml/badge.svg?
:target: https://github.com/scikit-learn/scikit-learn/actions/workflows/uni... | null | null | null | scikit-learn developers <scikit-learn@python.org> | null | BSD-3-Clause | null | https://pypi.org/project/scikit-learn/ | https://pypi.org/project/scikit-learn/ | >=3.11 | [
"numpy>=1.24.1",
"scipy>=1.10.0",
"joblib>=1.4.0",
"narwhals>=2.0.1",
"threadpoolctl>=3.5.0",
"numpy>=1.24.1; extra == \"build\"",
"scipy>=1.10.0; extra == \"build\"",
"cython>=3.1.2; extra == \"build\"",
"meson-python>=0.17.1; extra == \"build\"",
"numpy>=1.24.1; extra == \"install\"",
"scipy>=... | 58 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: C",
"Programming Langu... | null | 75 | 2011-09-22T00:03:10.112867Z | 2026-06-02T11:54:32.706174Z | null | false | null | 2026-08-03T21:35:12.302998+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
SQLAlchemy | 2.0.51 | Database Abstraction Library | SQLAlchemy
==========
|PyPI| |Python| |Downloads|
.. |PyPI| image:: https://img.shields.io/pypi/v/sqlalchemy
:target: https://pypi.org/project/sqlalchemy
:alt: PyPI
.. |Python| image:: https://img.shields.io/pypi/pyversions/sqlalchemy
:target: https://pypi.org/project/sqlalchemy
:alt: PyPI - Python V... | Mike Bayer | mike_mp@zzzcomputing.com | null | null | MIT | null | https://www.sqlalchemy.org | https://pypi.org/project/SQLAlchemy/ | https://pypi.org/project/SQLAlchemy/ | >=3.7 | [
"importlib-metadata; python_version < \"3.8\"",
"greenlet>=1; platform_machine == \"aarch64\" or (platform_machine == \"ppc64le\" or (platform_machine == \"x86_64\" or (platform_machine == \"amd64\" or (platform_machine == \"AMD64\" or (platform_machine == \"win32\" or platform_machine == \"WIN32\")))))",
"typi... | 32 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: ... | null | 325 | 2006-02-14T03:11:34Z | 2026-06-28T02:09:37.037060Z | null | false | null | 2026-08-03T21:35:12.402749+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
sympy | 1.14.0 | Computer algebra system (CAS) in Python | # SymPy
[](https://pypi.python.org/pypi/sympy)
[](https://gitter.im/sympy/sympy?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
[![Zenodo Badge](... | SymPy development team | sympy@googlegroups.com | null | null | BSD | null | https://sympy.org | https://pypi.org/project/sympy/ | https://pypi.org/project/sympy/ | >=3.9 | [
"mpmath<1.4,>=1.1.0",
"pytest>=7.1.0; extra == \"dev\"",
"hypothesis>=6.70.0; extra == \"dev\""
] | 3 | [
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Langu... | Math CAS | 67 | 2008-04-26T21:47:51Z | 2025-04-27T18:05:01.611132Z | null | false | null | 2026-08-03T21:35:12.444177+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
seaborn | 0.13.2 | Statistical data visualization | <img src="https://raw.githubusercontent.com/mwaskom/seaborn/master/doc/_static/logo-wide-lightbg.svg"><br>
--------------------------------------
seaborn: statistical data visualization
=======================================
[](https://pypi.org/project/seabo... | null | Michael Waskom <mwaskom@gmail.com> | null | null | null | null | null | https://pypi.org/project/seaborn/ | https://pypi.org/project/seaborn/ | >=3.8 | [
"numpy>=1.20,!=1.24.0",
"pandas>=1.2",
"matplotlib>=3.4,!=3.6.1",
"pytest ; extra == \"dev\"",
"pytest-cov ; extra == \"dev\"",
"pytest-xdist ; extra == \"dev\"",
"flake8 ; extra == \"dev\"",
"mypy ; extra == \"dev\"",
"pandas-stubs ; extra == \"dev\"",
"pre-commit ; extra == \"dev\"",
"flit ; e... | 22 | [
"Framework :: Matplotlib",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Pyt... | null | 36 | 2013-10-28T22:27:52.869563Z | 2024-01-25T13:21:52.551420Z | null | false | null | 2026-08-03T21:35:12.483206+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
starlette | 1.3.1 | The little ASGI library that shines. | <p align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/Kludex/starlette/main/docs/img/starlette_dark.svg" width="420px">
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/Kludex/starlette/main/docs/img/starlette... | null | Tom Christie <tom@tomchristie.com> | null | Marcelo Trylesinski <marcelotryle@gmail.com> | null | BSD-3-Clause | null | https://pypi.org/project/starlette/ | https://pypi.org/project/starlette/ | >=3.10 | [
"anyio<5,>=3.6.2",
"typing-extensions>=4.10.0; python_version < \"3.13\"",
"httpx2>=2.0.0; extra == \"full\"",
"httpx<0.29.0,>=0.27.0; extra == \"full\"",
"itsdangerous; extra == \"full\"",
"jinja2; extra == \"full\"",
"python-multipart>=0.0.18; extra == \"full\"",
"pyyaml; extra == \"full\""
] | 8 | [
"Development Status :: 3 - Alpha",
"Environment :: Web Environment",
"Framework :: AnyIO",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming ... | null | 197 | 2018-06-25T13:13:07.859399Z | 2026-06-12T09:23:11.602344Z | null | false | null | 2026-08-03T21:35:12.546277+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
statsmodels | 0.14.6 | Statistical computations and models for Python | .. image:: docs/source/images/statsmodels-logo-v2-horizontal.svg
:alt: Statsmodels logo
|PyPI Version| |Conda Version| |License| |Azure CI Build Status|
|Codecov Coverage| |Coveralls Coverage| |PyPI downloads| |Conda downloads|
About statsmodels
=================
statsmodels is a Python package that provides a com... | null | null | statsmodels Developers | pystatsmodels@googlegroups.com | BSD License | null | https://www.statsmodels.org/ | https://pypi.org/project/statsmodels/ | https://pypi.org/project/statsmodels/ | >=3.9 | [
"numpy<3,>=1.22.3",
"scipy!=1.9.2,>=1.8",
"pandas!=2.1.0,>=1.4",
"patsy>=0.5.6",
"packaging>=21.3",
"cython>=3.0.10; extra == \"build\"",
"cython>=3.0.10; extra == \"develop\"",
"cython<4,>=3.0.10; extra == \"develop\"",
"setuptools_scm[toml]~=8.0; extra == \"develop\"",
"matplotlib>=3; extra == \... | 28 | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: End Users/Desktop",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programmin... | null | 41 | 2012-06-19T14:08:59.918143Z | 2025-12-05T23:15:24.013627Z | null | false | null | 2026-08-03T21:35:12.597553+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
Scrapy | 2.17.0 | A high-level Web Crawling and Web Scraping framework | |logo|
.. |logo| image:: https://raw.githubusercontent.com/scrapy/scrapy/master/docs/_static/logo.svg
:target: https://scrapy.org
:alt: Scrapy
:width: 480px
|version| |python_version| |ubuntu| |macos| |windows| |coverage| |conda| |deepwiki|
.. |version| image:: https://img.shields.io/pypi/v/Scrapy.svg
:t... | null | Scrapy developers <pablo@pablohoffman.com> | null | Pablo Hoffman <pablo@pablohoffman.com> | null | BSD-3-Clause | null | https://pypi.org/project/Scrapy/ | https://pypi.org/project/Scrapy/ | >=3.10 | [
"cryptography>=37.0.0",
"cssselect>=0.9.1",
"defusedxml>=0.7.1",
"itemadapter>=0.1.0",
"itemloaders>=1.0.1",
"lxml>=4.6.4",
"packaging",
"parsel>=1.5.0",
"protego>=0.1.15",
"pydispatcher>=2.0.5; platform_python_implementation == \"CPython\"",
"pyopenssl>=22.0.0",
"pypydispatcher>=2.1.0; platfo... | 18 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Framework :: Scrapy",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Lan... | null | 113 | 2009-12-12T23:18:04.903922Z | 2026-07-07T10:27:43.298078Z | null | false | null | 2026-08-03T21:35:12.634938+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
selenium | 4.46.0 | Official Python bindings for Selenium WebDriver | ======================
Selenium Client Driver
======================
Introduction
============
Python language bindings for Selenium WebDriver.
The `selenium` package is used to automate web browser interaction from Python.
+-------------------+--------------------------------------------------------+
| **Home**: ... | null | null | null | null | Apache-2.0 | null | https://www.selenium.dev | https://pypi.org/project/selenium/ | https://pypi.org/project/selenium/ | >=3.10 | [
"certifi>=2026.2.25",
"trio<1.0,>=0.31.0",
"trio-websocket<1.0,>=0.12.2",
"typing_extensions<5.0,>=4.15.0",
"urllib3[socks]<3.0,>=2.6.3",
"websocket-client<2.0,>=1.8.0"
] | 6 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: Python",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python... | null | 231 | 2008-04-25T16:22:32Z | 2026-07-11T00:38:41.110559Z | null | false | null | 2026-08-03T21:35:12.731512+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
shap | 0.52.0 | A unified approach to explain the output of any machine learning model. |
<p align="center">
<img src="https://raw.githubusercontent.com/shap/shap/master/docs/artwork/shap_header.svg" width="800" />
</p>
---
[](https://pypi.org/project/shap/)
[](https://anaconda.org/conda-forge/shap)
![L... | null | Scott Lundberg <slund1@cs.washington.edu> | null | null | MIT License | null | null | https://pypi.org/project/shap/ | https://pypi.org/project/shap/ | >=3.12 | [
"numpy>=2",
"scipy",
"scikit-learn",
"pandas",
"tqdm>=4.27.0",
"packaging>20.9",
"slicer==0.0.8",
"numba<0.63; sys_platform == \"darwin\" and platform_machine == \"x86_64\"",
"numba; sys_platform != \"darwin\" or platform_machine != \"x86_64\"",
"llvmlite<0.46; sys_platform == \"darwin\" and platf... | 61 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Information Technology",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Un... | null | 111 | 2016-12-01T18:38:09.078917Z | 2026-05-28T14:17:49.011248Z | null | false | null | 2026-08-03T21:35:12.775751+00:00 | fi0hecCeYRaeVAFLQ | 7XUlEw2jjw7Bsy5k2 |
lxml | 6.1.1 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. | lxml is a Pythonic, mature binding for the libxml2 and libxslt libraries.
It provides safe and convenient access to these libraries using the
ElementTree API.
It extends the ElementTree API significantly to offer support for XPath,
RelaxNG, XML Schema, XSLT, C14N and much more.
To contact the project, go to the `proj... | lxml dev team | lxml@lxml.de | lxml dev team | lxml@lxml.de | BSD-3-Clause | null | https://lxml.de/ | https://pypi.org/project/lxml/ | https://pypi.org/project/lxml/ | >=3.8 | [
"cssselect>=0.7; extra == \"cssselect\"",
"html5lib; extra == \"html5\"",
"BeautifulSoup4; extra == \"htmlsoup\"",
"lxml_html_clean; extra == \"html-clean\""
] | 4 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Information Technology",
"Operating System :: OS Independent",
"Programming Language :: C",
"Programming Language :: Cython",
"Programming Language :: Python :: 3",
"Programming Language :: Python :... | null | 127 | 2007-07-03T21:39:17Z | 2026-06-17T02:00:37.630568Z | null | false | null | 2026-08-03T21:34:25.879830+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
lightgbm | 4.7.0 | LightGBM Python-package | LightGBM Python-package
=======================
|License| |Python Versions| |PyPI Version| |PyPI Downloads| |conda Version| |conda Downloads| |API Docs|
Installation
------------
Preparation
'''''''''''
32-bit Python is not supported.
Please install 64-bit version.
If you have a strong need to install with 32-bit P... | null | null | null | Yu Shi <yushi@microsoft.com> | null | null | null | https://pypi.org/project/lightgbm/ | https://pypi.org/project/lightgbm/ | >=3.10 | [
"narwhals>=1.15",
"numpy>=1.21.3",
"scipy",
"narwhals[pyarrow]; extra == \"arrow\"",
"pyarrow>=16.0.0; extra == \"arrow\"",
"dask[array,dataframe,distributed]>=2.0.0; extra == \"dask\"",
"narwhals[pandas]; extra == \"dask\"",
"pandas>=1.3.4; extra == \"dask\"",
"narwhals[pandas]; extra == \"pandas\"... | 15 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"Natural Language :: English",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Programming Language :: Python :: 3",
"Programming... | null | 38 | 2017-06-20T04:52:45.556895Z | 2026-07-18T21:00:56.139003Z | null | false | null | 2026-08-03T21:34:25.910185+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
langchain | 1.3.14 | Building applications with LLMs through composability | # 🦜️🔗 LangChain
[](https://pypi.org/project/langchain/#history)
[](https://opensource.org/licenses/MIT)
[](https://pypistats.org/p... | null | null | null | null | MIT | null | null | https://pypi.org/project/langchain/ | https://pypi.org/project/langchain/ | <4.0.0,>=3.10.0 | [
"langchain-core<2.0.0,>=1.4.9",
"langgraph<1.3.0,>=1.2.5",
"pydantic<3.0.0,>=2.7.4",
"langchain-anthropic; extra == \"anthropic\"",
"langchain-aws; extra == \"aws\"",
"langchain-azure-ai; extra == \"azure-ai\"",
"langchain-baseten>=0.2.0; extra == \"baseten\"",
"langchain-community; extra == \"communi... | 21 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming ... | null | 508 | 2022-10-25T04:10:02.367794Z | 2026-07-16T13:28:18.290925Z | null | false | null | 2026-08-03T21:34:25.967755+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
loguru | 0.7.3 | Python logging made (stupidly) simple | <p align="center">
<a href="#readme">
<img alt="Loguru logo" src="https://raw.githubusercontent.com/Delgan/loguru/master/docs/_static/img/logo.png">
<!-- Logo credits: Sambeet from Pixaday -->
<!-- Logo fonts: Comfortaa + Raleway -->
</a>
</p>
<p align="center">
<a href="https://pypi... | null | Delgan <delgan.py@gmail.com> | null | null | null | null | null | https://pypi.org/project/loguru/ | https://pypi.org/project/loguru/ | <4.0,>=3.5 | [
"colorama>=0.3.4; sys_platform == \"win32\"",
"aiocontextvars>=0.2.0; python_version < \"3.7\"",
"win32-setctime>=1.0.0; sys_platform == \"win32\"",
"pre-commit==4.0.1; extra == \"dev\" and python_version >= \"3.9\"",
"tox==3.27.1; extra == \"dev\" and python_version < \"3.8\"",
"tox==4.23.2; extra == \"d... | 27 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3... | loguru, logging, logger, log | 21 | 2018-12-07T09:09:56.617657Z | 2024-12-06T11:20:56.608146Z | null | false | null | 2026-08-03T21:34:26.004478+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
llvmlite | 0.48.0 | lightweight wrapper around basic LLVM functionality | ========
llvmlite
========
.. image:: https://dev.azure.com/numba/numba/_apis/build/status/numba.llvmlite?branchName=main
:target: https://dev.azure.com/numba/numba/_build/latest?definitionId=2&branchName=main
:alt: Azure Pipelines
.. image:: https://coveralls.io/repos/github/numba/llvmlite/badge.svg
:target:... | null | null | null | null | null | BSD-2-Clause AND Apache-2.0 WITH LLVM-exception | http://llvmlite.readthedocs.io | https://pypi.org/project/llvmlite/ | https://pypi.org/project/llvmlite/ | >=3.10 | [] | 0 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.1... | null | 73 | 2014-12-17T21:36:45.479189Z | 2026-07-23T01:40:48.562161Z | null | false | null | 2026-08-03T21:34:26.045950+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
lazr.restfulclient | 4.0.0 | A programmable client library that takes advantage of the commonalities among lazr.restful web services. | A programmable client library that takes advantage of the commonalities among
lazr.restful web services to provide added functionality on top of wadllib.
For detailed documentation, please see:
https://lazr-restfulclient.readthedocs.io/
..
This file is part of lazr.restfulclient.
lazr.restfulclient is free s... | null | null | LAZR Developers | null | LGPL v3 | null | null | https://pypi.org/project/lazr.restfulclient/ | https://pypi.org/project/lazr.restfulclient/ | >=3.8 | [
"distro",
"httplib2>=0.7.7",
"oauthlib",
"wadllib>=1.1.4",
"Sphinx; extra == \"docs\"",
"fixtures>=1.3.0; extra == \"test\"",
"lazr.restful>=0.11.0; extra == \"test\"",
"testtools; extra == \"test\"",
"van.testing; extra == \"test\"",
"wsgi_intercept; extra == \"test\"",
"zope.testing>=4.6.0; ex... | 12 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Pyth... | null | 40 | 2012-04-17T02:56:16.199948Z | 2026-08-01T19:21:55.052566Z | null | false | null | 2026-08-03T21:34:26.070282+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
lockfile | 0.12.2 | Platform-independent file locking module | Note: This package is **deprecated**. It is highly preferred that instead of
using this code base that instead `fasteners`_ or `oslo.concurrency`_ is
used instead. For any questions or comments or further help needed
please email `openstack-dev`_ and prefix your email subject
with ``[oslo][pylockfile]`` (for a fast... | OpenStack | openstack-dev@lists.openstack.org | null | http://launchpad.net/pylockfile | https://pypi.org/project/lockfile/ | https://pypi.org/project/lockfile/ | [] | 0 | [
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows :: Windows NT/2000",
"Operating System :: POSIX",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python",
"Programming Language :: Python ... | 5 | 2013-08-23T00:52:11.116889Z | 2015-11-25T18:29:58.279992Z | null | false | null | 2026-08-03T21:34:26.101298+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 | |||||
logilab-common | 2.1.0 | collection of low-level Python packages and modules used by Logilab projects | Logilab's common library
========================
What's this ?
-------------
This package contains some modules used by different Logilab projects.
It is released under the GNU Lesser General Public License.
There is no documentation available yet but the source code should be clean and
well documented.
Designed ... | Logilab | contact@logilab.fr | null | null | LGPL | null | https://forge.extranet.logilab.fr/open-source/logilab-common | https://pypi.org/project/logilab-common/ | https://pypi.org/project/logilab-common/ | >=3.6 | [
"setuptools",
"mypy-extensions",
"typing_extensions",
"importlib_metadata<7,>=6; python_version < \"3.10\""
] | 4 | [
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Utilities"
] | null | 81 | 2009-03-02T16:08:58.901786Z | 2025-03-07T14:51:40.234430Z | null | false | null | 2026-08-03T21:34:26.129114+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
lark | 1.3.1 | a modern parsing library | Lark is a modern general-purpose parsing library for Python.
With Lark, you can parse any context-free grammar, efficiently, with very little code.
Main Features:
- Builds a parse-tree (AST) automagically, based on the structure of the grammar
- Earley parser
- Can parse all context-free grammars
- Full support for amb... | null | Erez Shinan <erezshin@gmail.com> | null | null | MIT | null | null | https://pypi.org/project/lark/ | https://pypi.org/project/lark/ | >=3.8 | [
"regex; extra == \"regex\"",
"js2py; extra == \"nearley\"",
"atomicwrites; extra == \"atomic-cache\"",
"interegular<0.4.0,>=0.3.1; extra == \"interegular\""
] | 4 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Topic :: Software Development :: Libraries :: Python Modules",
"Topic :: Text Processing :: General",
"Topic :: Text Processing :: Linguisti... | Earley, LALR, parser, parsing, ast | 20 | 2020-10-13T10:50:00.754326Z | 2025-10-27T18:25:56.653447Z | null | false | null | 2026-08-03T21:34:26.161468+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 |
lime | 0.2.0.1 | Local Interpretable Model-Agnostic Explanations for machine learning classifiers | Marco Tulio Ribeiro | marcotcr@gmail.com | BSD | null | http://github.com/marcotcr/lime | https://pypi.org/project/lime/ | https://pypi.org/project/lime/ | >=3.5 | [] | 0 | [] | 39 | 2016-03-24T23:46:14.970327Z | 2020-06-26T21:38:15.460541Z | null | false | null | 2026-08-03T21:34:26.194719+00:00 | Raf8DrFL6og8JV09b | H1v81GhB24H5VeU88 | ||||
Jinja2 | 3.1.6 | A very fast and expressive template engine. | # Jinja
Jinja is a fast, expressive, extensible templating engine. Special
placeholders in the template allow writing code similar to Python
syntax. Then the template is passed data to render the final document.
It includes:
- Template inheritance and inclusion.
- Define and import macros within templates.
- H... | null | null | null | Pallets <contact@palletsprojects.com> | null | null | null | https://pypi.org/project/Jinja2/ | https://pypi.org/project/Jinja2/ | >=3.7 | [
"MarkupSafe>=2.0",
"Babel>=2.7; extra == \"i18n\""
] | 2 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Topic :: Internet :: WWW/HTTP :: Dynamic Content",
"Topic :: Text Proce... | null | 52 | 2008-06-09T16:50:19Z | 2025-03-05T20:05:02.478302Z | null | false | null | 2026-08-03T21:34:10.199699+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jmespath | 1.1.0 | JSON Matching Expressions | JMESPath
========
.. image:: https://badges.gitter.im/Join Chat.svg
:target: https://gitter.im/jmespath/chat
JMESPath (pronounced "james path") allows you to declaratively specify how to
extract elements from a JSON document.
For example, given this document::
{"foo": {"bar": "baz"}}
The jmespath expressi... | James Saryerwinnie | js@jamesls.com | null | null | MIT | null | https://github.com/jmespath/jmespath.py | https://pypi.org/project/jmespath/ | https://pypi.org/project/jmespath/ | >=3.9 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python ... | null | 27 | 2013-02-27T16:25:11.416279Z | 2026-01-22T16:35:26.279695Z | null | false | null | 2026-08-03T21:34:10.235527+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
joblib | 1.5.3 | Lightweight pipelining with Python functions | |PyPi| |CIStatus| |ReadTheDocs| |Codecov|
.. |PyPi| image:: https://badge.fury.io/py/joblib.svg
:target: https://badge.fury.io/py/joblib
:alt: Joblib version
.. |CIStatus| image:: https://github.com/joblib/joblib/actions/workflows/test.yml/badge.svg
:target: https://github.com/joblib/joblib/actions/workflows... | null | Gael Varoquaux <gael.varoquaux@normalesup.org> | null | null | null | BSD-3-Clause | null | https://pypi.org/project/joblib/ | https://pypi.org/project/joblib/ | >=3.9 | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
... | null | 108 | 2008-10-26T14:11:28Z | 2025-12-15T08:41:46.427816Z | null | false | null | 2026-08-03T21:34:10.276535+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jsonschema | 4.26.0 | An implementation of JSON Schema validation for Python | ==========
jsonschema
==========
|PyPI| |Pythons| |CI| |ReadTheDocs| |Precommit| |Zenodo|
.. |PyPI| image:: https://img.shields.io/pypi/v/jsonschema.svg
:alt: PyPI version
:target: https://pypi.org/project/jsonschema/
.. |Pythons| image:: https://img.shields.io/pypi/pyversions/jsonschema.svg
:alt: Supported... | null | Julian Berman <Julian+jsonschema@GrayVines.com> | null | null | null | MIT | null | https://pypi.org/project/jsonschema/ | https://pypi.org/project/jsonschema/ | >=3.10 | [
"attrs>=22.2.0",
"jsonschema-specifications>=2023.03.6",
"referencing>=0.28.4",
"rpds-py>=0.25.0",
"fqdn; extra == \"format\"",
"idna; extra == \"format\"",
"isoduration; extra == \"format\"",
"jsonpointer>1.13; extra == \"format\"",
"rfc3339-validator; extra == \"format\"",
"rfc3987; extra == \"f... | 21 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language ... | data validation, json, json schema, jsonschema, validation | 109 | 2012-01-02T03:52:12.562044Z | 2026-01-07T13:41:07.246891Z | null | false | null | 2026-08-03T21:34:10.369427+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jupyter | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go. | # Jupyter metapackage
Find more information on [the Jupyter homepage](https://jupyter.org).
## A default installation of most common Jupyter packages
`pip install jupyter` installs the Jupyter Notebook, JupyterLab, and the IPython Kernel.
This is an empty metapackage for user convenience,
only expressing dependenci... | Jupyter Development Team | jupyter@googlegroups.org | null | null | BSD | null | https://jupyter.org | https://pypi.org/project/jupyter/ | https://pypi.org/project/jupyter/ | null | [
"notebook",
"jupyter-console",
"nbconvert",
"ipykernel",
"ipywidgets",
"jupyterlab"
] | 6 | [
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: OSI Approved :: BSD License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.6",
"Programming Language ::... | null | 4 | 2015-08-12T00:42:58.951595Z | 2024-08-30T07:15:48.299795Z | null | false | null | 2026-08-03T21:34:10.395269+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jupyterlab | 4.6.2 | JupyterLab computational environment | **[Installation](#installation)** |
**[Documentation](https://jupyterlab.readthedocs.io)** |
**[Contributing](#contributing)** |
**[License](#license)** |
**[Team](#team)** |
**[Getting help](#getting-help)** |
# [JupyterLab](https://jupyterlab.readthedocs.io)
[... | null | Jupyter Development Team <jupyter@googlegroups.com> | null | null | Copyright (c) 2015-2025 Project Jupyter Contributors
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
1. Redistributions of source code must retain the abo... | null | null | https://pypi.org/project/jupyterlab/ | https://pypi.org/project/jupyterlab/ | >=3.10 | [
"async-lru>=1.0.0",
"httpx<1,>=0.25.0",
"ipykernel!=6.30.0,>=6.5.0",
"jinja2>=3.0.3",
"jupyter-builder>=1.0.2",
"jupyter-core",
"jupyter-lsp>=2.0.0",
"jupyter-server<3,>=2.19.0",
"jupyterlab-server<3,>=2.28.0",
"notebook-shim>=0.2",
"packaging>=23.2",
"tomli>=1.2.2; python_version < \"3.11\"",... | 50 | [
"Development Status :: 5 - Production/Stable",
"Framework :: Jupyter",
"Framework :: Jupyter :: JupyterLab",
"Framework :: Jupyter :: JupyterLab :: 4",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: OSI Approved :: ... | ipython, jupyter | 603 | 2016-06-04T02:51:22.215910Z | 2026-07-21T13:14:02.738691Z | null | false | null | 2026-08-03T21:34:10.444233+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jupyter-client | 8.9.1 | Jupyter protocol implementation and client libraries | # Jupyter Client
[](https://github.com/jupyter/jupyter_client/actions)
[](http://jupyter-client.readthedocs.io/en/latest/?badge=latest)
`jupyte... | null | Jupyter Development Team <jupyter@googlegroups.com> | null | null | BSD 3-Clause License
- Copyright (c) 2001-2015, IPython Development Team
- Copyright (c) 2015-, Jupyter Development Team
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that th... | null | null | https://pypi.org/project/jupyter-client/ | https://pypi.org/project/jupyter-client/ | >=3.10 | [
"jupyter-core>=5.1",
"python-dateutil>=2.8.2",
"pyzmq>=25.0",
"tornado>=6.4.1",
"traitlets>=5.3",
"typing-extensions>=4.13.0",
"ipykernel; extra == \"docs\"",
"myst-parser; extra == \"docs\"",
"pydata-sphinx-theme; extra == \"docs\"",
"sphinx-autodoc-typehints; extra == \"docs\"",
"sphinx>=4; ex... | 25 | [
"Framework :: Jupyter",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Progr... | Interactive, Interpreter, Shell, Web | 99 | 2015-07-12T18:44:36.916728Z | 2026-06-09T13:15:01.033579Z | null | false | null | 2026-08-03T21:34:10.478680+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jsonpath-ng | 1.8.0 | A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming. | Python JSONPath Next-Generation |Build Status| |PyPI|
=====================================================
A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic
and binary comparison operators, as defined in the original `JSONPath proposal`_.
This packages merges both... | Tomas Aparicio | tomas@aparicio.me | null | null | Apache 2.0 | null | https://github.com/h2non/jsonpath-ng | https://pypi.org/project/jsonpath-ng/ | https://pypi.org/project/jsonpath-ng/ | null | [] | 0 | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"... | null | 11 | 2017-03-12T15:27:08.513066Z | 2026-02-28T00:53:19.637261Z | null | false | null | 2026-08-03T21:34:10.503923+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jwcrypto | 1.5.8 | Implementation of JOSE Web standards | [](https://pypi.org/project/jwcrypto/)
[](https://github.com/latchset/jwcrypto/releases)
[]... | null | null | JWCrypto Project Contributors | JWCrypto Project Contributors <simo@redhat.com> | null | LGPL-3.0-or-later | https://github.com/latchset/jwcrypto | https://pypi.org/project/jwcrypto/ | https://pypi.org/project/jwcrypto/ | >=3.8 | [
"cryptography>=39.0.0",
"typing_extensions>=4.5.0"
] | 2 | [
"Intended Audience :: Developers",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Topic :: Security",
"Topic :: Software Development :: Libraries :: Python Modules"
] | null | 29 | 2015-06-16T16:11:29.510694Z | 2026-06-24T19:36:50.782528Z | null | false | null | 2026-08-03T21:34:10.532420+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
jupyter-core | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely. | Jupyter core package. A base package on which Jupyter projects rely. | null | Jupyter Development Team <jupyter@googlegroups.org> | null | null | null | BSD-3-Clause | null | https://pypi.org/project/jupyter-core/ | https://pypi.org/project/jupyter-core/ | >=3.10 | [
"platformdirs>=2.5",
"traitlets>=5.3",
"intersphinx-registry; extra == \"docs\"",
"myst-parser; extra == \"docs\"",
"pydata-sphinx-theme; extra == \"docs\"",
"sphinx-autodoc-typehints; extra == \"docs\"",
"sphinxcontrib-spelling; extra == \"docs\"",
"traitlets; extra == \"docs\"",
"ipykernel; extra ... | 13 | [
"Framework :: Jupyter",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"Programming Language :: Python",
"Programming Language :: Python :: 3"
] | null | 64 | 2015-07-02T16:52:55.475739Z | 2025-10-16T19:19:18.444575Z | null | false | null | 2026-08-03T21:34:10.566342+00:00 | 8Sy7Z3nTbZUk4YS37 | NMlseSIPEwq9AgQcD |
keras | 3.15.1 | Multi-backend Keras | # Keras 3: Deep Learning for Humans
Keras 3 is a multi-backend deep learning framework, with support for JAX, TensorFlow, PyTorch, and OpenVINO (for inference-only).
Effortlessly build and train models for computer vision, natural language processing, audio processing,
timeseries forecasting, recommender systems, etc.... | null | Keras team <keras-users@googlegroups.com> | null | null | Apache License 2.0 | null | null | https://pypi.org/project/keras/ | https://pypi.org/project/keras/ | >=3.11 | [
"absl-py",
"numpy",
"rich",
"namex",
"h5py",
"optree",
"ml-dtypes",
"packaging"
] | 8 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Operating System :: MacOS",
"Operating System :: Unix",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
... | null | 124 | 2015-10-11T01:21:00.754076Z | 2026-07-29T21:13:41.674133Z | null | false | null | 2026-08-03T21:34:16.475618+00:00 | ChKe47N3qedaUFoRy | EqT1poZuvDkituKKR |
kiwisolver | 1.5.0 | A fast implementation of the Cassowary constraint solver | null | The Nucleic Development Team <sccolbert@gmail.com> | null | "Matthieu C. Dartiailh" <m.dartiailh@gmail.com> | =========================
The Kiwi licensing terms
=========================
Kiwi is licensed under the terms of the Modified BSD License (also known as
New or Revised BSD), as follows:
Copyright (c) 2013-2026, Nucleic Development Team
All rights reserv... | null | null | https://pypi.org/project/kiwisolver/ | https://pypi.org/project/kiwisolver/ | >=3.10 | [] | 0 | [
"License :: OSI Approved :: BSD License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Langua... | null | 23 | 2014-01-10T00:28:21.219228Z | 2026-03-09T13:15:53.382287Z | null | false | null | 2026-08-03T21:34:16.538566+00:00 | ChKe47N3qedaUFoRy | EqT1poZuvDkituKKR |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.