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GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics

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GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Note: the current releases of this toolbox are a beta release, to test working with Haskell's, Python's, and R's code repositories.

Build Status

Metrics provides implementations of various supervised machine learning evaluation metrics in the following languages:

Python easy_install ml_metrics
R install.packages("Metrics") from the R prompt
Haskell cabal install Metrics
MATLAB / Octave (clone the repo & run setup from the MATLAB command line)

For more detailed installation instructions, see the README for each implementation.

EVALUATION METRICS

TO IMPLEMENT

F1 score
Multiclass log loss
Lift
Average Precision for binary classification
precision / recall break-even point
cross-entropy
True Pos / False Pos / True Neg / False Neg rates
precision / recall / sensitivity / specificity
mutual information

HIGHER LEVEL TRANSFORMATIONS TO HANDLE

GroupBy / Reduce
Weight individual samples or groups

PROPERTIES METRICS CAN HAVE

(Nonexhaustive and to be added in the future)

Min or Max (optimize through minimization or maximization)
Binary Classification
- Scores predicted class labels
- Scores predicted ranking (most likely to least likely for being in one class)
- Scores predicted probabilities
Multiclass Classification
- Scores predicted class labels
- Scores predicted probabilities
Regression
Discrete Rater Comparison (confusion matrix)

Articles

to learn more about the python concepts.

Resources

which are currently available to browse on.

mail [email protected] to add your project or resources here 🔥.

1
dataclasses — Data Classes
https://docs.python.org/3/library/dataclasses.html
Source code: Lib/dataclasses.py This module provides a decorator and functions for automatically adding generated special methods such as__init__() and__repr__() to user-defined classes. It was ori...
2
curses — Terminal handling for character-cell displays
https://docs.python.org/3/library/curses.html
Source code: Lib/curses The curses module provides an interface to the curses library, the de-facto standard for portable advanced terminal handling. While curses is most widely used in the Unix en...
3
cssutils
https://pypi.org/project/cssutils/
A CSS Cascading Style Sheets library for Python
4
selenium
https://pypi.org/project/selenium/
Official Python bindings for Selenium WebDriver
5
Coroutine-based concurrency library for Python
https://github.com/gevent/gevent
Coroutine-based concurrency library for Python. Contribute to gevent/gevent development by creating an account on GitHub.
6
Django Channels HTTP/WebSocket server
https://github.com/django/daphne
Django Channels HTTP/WebSocket server. Contribute to django/daphne development by creating an account on GitHub.
7
Command Line Interface Formulation Framework. Mirror of code maintained at opendev.org.
https://github.com/openstack/cliff
Command Line Interface Formulation Framework. Mirror of code maintained at opendev.org. - openstack/cliff
8
Because sometimes you need to do it live
https://github.com/sloria/doitlive
Because sometimes you need to do it live. Contribute to sloria/doitlive development by creating an account on GitHub.
9
Python dictionaries with advanced dot notation access
https://github.com/cdgriffith/Box
Python dictionaries with advanced dot notation access - cdgriffith/Box
10
Simple cross-platform colored terminal text in Python
https://github.com/tartley/colorama
Simple cross-platform colored terminal text in Python - tartley/colorama
11
asyncio — Asynchronous I/O
https://docs.python.org/3/library/asyncio.html
Hello World!: asyncio is a library to write concurrent code using the async/await syntax. asyncio is used as a foundation for multiple Python asynchronous frameworks that provide high-performance n...
12
difflib — Helpers for computing deltas
https://docs.python.org/3/library/difflib.html
Source code: Lib/difflib.py This module provides classes and functions for comparing sequences. It can be used for example, for comparing files, and can produce information about file differences i...
13
Open Source Cloud Computing Infrastructure - OpenStack
https://www.openstack.org/
OpenStack is an open source cloud computing infrastructure software project and is one of the three most active open source projects in the world.
14
multiprocessing — Process-based parallelism
https://docs.python.org/3/library/multiprocessing.html
Source code: Lib/multiprocessing/ Availability: not Emscripten, not WASI. This module does not work or is not available on WebAssembly platforms wasm32-emscripten and wasm32-wasi. See WebAssembly p...
15
Hypercorn is an ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
https://github.com/pgjones/hypercorn
Hypercorn is an ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn. - pgjones/hypercorn
16
Automatic caching and invalidation for Django models through the ORM.
https://github.com/django-cache-machine/django-cache-machine
Automatic caching and invalidation for Django models through the ORM. - django-cache-machine/django-cache-machine
17
A jazzy skin for the Django Admin-Interface (official repository).
https://github.com/sehmaschine/django-grappelli
A jazzy skin for the Django Admin-Interface (official repository). - sehmaschine/django-grappelli
18
A Python wrapper for the tesseract-ocr API
https://github.com/sirfz/tesserocr
A Python wrapper for the tesseract-ocr API. Contribute to sirfz/tesserocr development by creating an account on GitHub.
19
Library and command-line utility for rendering projects templates.
https://github.com/copier-org/copier
Library and command-line utility for rendering projects templates. - copier-org/copier
20
Scrapy, a fast high-level web crawling & scraping framework for Python.
https://github.com/scrapy/scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python. - scrapy/scrapy
21
Python - Visual Studio Marketplace
https://marketplace.visualstudio.com/items?itemName=ms-python.python
Extension for Visual Studio Code - Python language support with extension access points for IntelliSense (Pylance), Debugging (Python Debugger), linting, formatting, refactoring, unit tests, and more.
22
coverage
https://pypi.org/project/coverage/
Code coverage measurement for Python
23
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
https://github.com/pennersr/django-allauth
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. - pennersr/django-allauth
24
doublex
https://pypi.org/project/doublex/
Python test doubles
25
configparser — Configuration file parser
https://docs.python.org/3/library/configparser.html
Source code: Lib/configparser.py This module provides the ConfigParser class which implements a basic configuration language which provides a structure similar to what’s found in Microsoft Windows ...
26
WSGI middleware for sessions and caching
https://github.com/bbangert/beaker
WSGI middleware for sessions and caching. Contribute to bbangert/beaker development by creating an account on GitHub.
27
A simple but flexible plugin system for Python.
https://github.com/mitsuhiko/pluginbase
A simple but flexible plugin system for Python. Contribute to mitsuhiko/pluginbase development by creating an account on GitHub.
28
eyeD3 is a Python module and command line program for processing ID3 tags. Information about mp3 files (i.e bit rate, sample frequency, play time, etc.) is also provided. The formats supported are ID3v1 (1.0/1.1) and ID3v2 (2.3/2.4).
https://github.com/nicfit/eyeD3
eyeD3 is a Python module and command line program for processing ID3 tags. Information about mp3 files (i.e bit rate, sample frequency, play time, etc.) is also provided. The formats supported are ...
29
dogpile.cache is a Python caching API which provides a generic interface to caching backends of any variety
https://github.com/sqlalchemy/dogpile.cache
dogpile.cache is a Python caching API which provides a generic interface to caching backends of any variety - sqlalchemy/dogpile.cache
30
Panda3D | Open Source Framework for 3D Rendering & Games
https://www.panda3d.org/
Panda3D is an open-source, cross-platform, completely free-to-use engine for realtime 3D games, visualizations, simulations, experiments — you name it! Its rich feature set readily tailors to your specific workflow and development needs.
31
mimetypes — Map filenames to MIME types
https://docs.python.org/3/library/mimetypes.html
Source code: Lib/mimetypes.py The mimetypes module converts between a filename or URL and the MIME type associated with the filename extension. Conversions are provided from filename to MIME type a...
32
music library manager and MusicBrainz tagger
https://github.com/beetbox/beets
music library manager and MusicBrainz tagger. Contribute to beetbox/beets development by creating an account on GitHub.
33
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
https://github.com/ansible/ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to clo...
34
Python CLI utility and library for manipulating SQLite databases
https://github.com/simonw/sqlite-utils
Python CLI utility and library for manipulating SQLite databases - simonw/sqlite-utils
35
Asset management for Python web development.
https://github.com/miracle2k/webassets
Asset management for Python web development. Contribute to miracle2k/webassets development by creating an account on GitHub.
36
JSON Web Token implementation in Python
https://github.com/jpadilla/pyjwt
JSON Web Token implementation in Python. Contribute to jpadilla/pyjwt development by creating an account on GitHub.
37
Python Classes Without Boilerplate
https://github.com/python-attrs/attrs
Python Classes Without Boilerplate. Contribute to python-attrs/attrs development by creating an account on GitHub.
38
Basic Utilities for PyTorch Natural Language Processing (NLP)
https://github.com/PetrochukM/PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP) - PetrochukM/PyTorch-NLP
39
A Python library that generates static type annotations by collecting runtime types
https://github.com/Instagram/MonkeyType
A Python library that generates static type annotations by collecting runtime types - Instagram/MonkeyType
40
Collection of awesome Python types, stubs, plugins, and tools to work with them.
https://github.com/typeddjango/awesome-python-typing
Collection of awesome Python types, stubs, plugins, and tools to work with them. - typeddjango/awesome-python-typing
41
Streamlit — A faster way to build and share data apps.
https://github.com/streamlit/streamlit
Streamlit — A faster way to build and share data apps. - streamlit/streamlit
42
Project Jupyter
https://jupyter.org
The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.
43
Python library that provides a method of accessing lists and dicts with a dotted path notation.
https://github.com/carlosescri/DottedDict
Python library that provides a method of accessing lists and dicts with a dotted path notation. - carlosescri/DottedDict
44
Postgres CLI with autocompletion and syntax highlighting
https://github.com/dbcli/pgcli
Postgres CLI with autocompletion and syntax highlighting - dbcli/pgcli
45
MySQL for Python
https://sourceforge.net/projects/mysql-python/
Download MySQL for Python for free. MySQL database connector for Python programming. MySQLdb is a Python DB API-2.0-compliant interface; see PEP-249 for details.
46
Real-time monitor and web admin for Celery distributed task queue
https://github.com/mher/flower
Real-time monitor and web admin for Celery distributed task queue - mher/flower
47
Concurrent networking library for Python
https://github.com/eventlet/eventlet
Concurrent networking library for Python. Contribute to eventlet/eventlet development by creating an account on GitHub.
48
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
https://github.com/grantjenks/python-sortedcontainers
Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set - grantjenks/python-sortedcontainers
49
🖥️ Session manager for tmux, build on libtmux.
https://github.com/tmux-python/tmuxp
🖥️ Session manager for tmux, build on libtmux. Contribute to tmux-python/tmuxp development by creating an account on GitHub.
50
Application Framework for Python
https://github.com/datafolklabs/cement
Application Framework for Python. Contribute to datafolklabs/cement development by creating an account on GitHub.
51
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python.
https://github.com/grantjenks/python-diskcache
Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python. - grantjenks/python-diskcache
52
Library for building powerful interactive command line applications in Python
https://github.com/prompt-toolkit/python-prompt-toolkit
Library for building powerful interactive command line applications in Python - prompt-toolkit/python-prompt-toolkit
53
It's not just a linter that annoys you!
https://github.com/pylint-dev/pylint
It's not just a linter that annoys you! Contribute to pylint-dev/pylint development by creating an account on GitHub.
54
logging — Logging facility for Python
https://docs.python.org/3/library/logging.html
Source code: Lib/logging/__init__.py Important: This page contains the API reference information. For tutorial information and discussion of more advanced topics, see Basic Tutorial, Advanced Tutor...
55
pathlib — Object-oriented filesystem paths
https://docs.python.org/3/library/pathlib.html
Source code: Lib/pathlib.py This module offers classes representing filesystem paths with semantics appropriate for different operating systems. Path classes are divided between pure paths, which p...
56
subprocess — Subprocess management
https://docs.python.org/3/library/subprocess.html
Source code: Lib/subprocess.py The subprocess module allows you to spawn new processes, connect to their input/output/error pipes, and obtain their return codes. This module intends to replace seve...
57
unittest — Unit testing framework
https://docs.python.org/3/library/unittest.html
Source code: Lib/unittest/__init__.py(If you are already familiar with the basic concepts of testing, you might want to skip to the list of assert methods.) The unittest unit testing framework was ...
58
Python 3+ compatible port of the configobj library
https://github.com/DiffSK/configobj
Python 3+ compatible port of the configobj library - DiffSK/configobj
59
CLI for SQLite Databases with auto-completion and syntax highlighting
https://github.com/dbcli/litecli
CLI for SQLite Databases with auto-completion and syntax highlighting - dbcli/litecli
60
A library for audio and music analysis, feature extraction.
https://github.com/libAudioFlux/audioFlux
A library for audio and music analysis, feature extraction. - libAudioFlux/audioFlux
61
Dead simple CLI tool to try Python packages - It's never been easier!
https://github.com/timofurrer/try
Dead simple CLI tool to try Python packages - It's never been easier! :package: - GitHub - timofurrer/try: Dead simple CLI tool to try Python packages - It's never been easier!
62
Pretty good call graphs for dynamic languages
https://github.com/scottrogowski/code2flow
Pretty good call graphs for dynamic languages. Contribute to scottrogowski/code2flow development by creating an account on GitHub.
63
A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
https://github.com/peterbrittain/asciimatics
A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations - peterbrittain/asciimatics
64
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
https://github.com/tyiannak/pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications - tyiannak/pyAudioAnalysis
65
Multilingual text (NLP) processing toolkit
https://github.com/aboSamoor/polyglot
Multilingual text (NLP) processing toolkit . Contribute to aboSamoor/polyglot development by creating an account on GitHub.
66
PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands.
https://github.com/facebook/PathPicker
PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything. After parsing the input, PathPicker presents you with a nice UI to select which...
67
Cross-platform Python Framework for NUI
https://kivy.org/
Open source Python framework for rapid development of applications that make use of innovative user interfaces, such as multi-touch apps.
68
Python library for audio and music analysis
https://github.com/librosa/librosa
Python library for audio and music analysis. Contribute to librosa/librosa development by creating an account on GitHub.
69
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
https://github.com/pudo/dataset
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions. - pudo/dataset
70
A Python wrapper around the libmemcached interface from TangentOrg.
https://github.com/lericson/pylibmc
A Python wrapper around the libmemcached interface from TangentOrg. - GitHub - lericson/pylibmc: A Python wrapper around the libmemcached interface from TangentOrg.
71
Developer-friendly asynchrony for Django
https://github.com/django/channels
Developer-friendly asynchrony for Django. Contribute to django/channels development by creating an account on GitHub.
72
Buildout is a deployment automation tool written in and extended with Python
https://github.com/buildout/buildout
Buildout is a deployment automation tool written in and extended with Python - buildout/buildout
73
WebSocket and WAMP in Python for Twisted and asyncio
https://github.com/crossbario/autobahn-python
WebSocket and WAMP in Python for Twisted and asyncio - crossbario/autobahn-python
74
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
https://github.com/dbcli/mycli
A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - dbcli/mycli
75
A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.
https://github.com/selwin/python-user-agents
A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings. - selwin/python-user-agents
76
Python library and shell utilities to monitor filesystem events.
https://github.com/gorakhargosh/watchdog
Python library and shell utilities to monitor filesystem events. - gorakhargosh/watchdog
77
A Django content management system focused on flexibility and user experience
https://github.com/wagtail/wagtail
A Django content management system focused on flexibility and user experience - wagtail/wagtail
78
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
https://github.com/oauthlib/oauthlib
A generic, spec-compliant, thorough implementation of the OAuth request-signing logic - oauthlib/oauthlib
79
radar
https://pypi.org/project/radar/
Generate random date(time).
80
Modularity, scalability & security for your business
http://www.tryton.org/
TRYTON is business software, ideal for companies of any size, easy to use, complete and 100% Open Source.
81
unittest.mock — mock object library
https://docs.python.org/3/library/unittest.mock.html
Source code: Lib/unittest/mock.py unittest.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 hav...
82
Official home for the pymssql source code.
https://github.com/pymssql/pymssql
Official home for the pymssql source code. Contribute to pymssql/pymssql development by creating an account on GitHub.
83
Ajenti Core and stock plugins
https://github.com/ajenti/ajenti
Ajenti Core and stock plugins. Contribute to ajenti/ajenti development by creating an account on GitHub.
84
instant coding answers via the command line
https://github.com/gleitz/howdoi
instant coding answers via the command line. Contribute to gleitz/howdoi development by creating an account on GitHub.
85
A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/
https://github.com/pypa/bandersnatch/
A PyPI mirror client according to PEP 381 http://www.python.org/dev/peps/pep-0381/ - pypa/bandersnatch
86
Indico - A feature-rich event management system, made @ CERN, the place where the Web was born.
https://github.com/indico/indico
Indico - A feature-rich event management system, made @ CERN, the place where the Web was born. - indico/indico
87
concurrent.futures — Launching parallel tasks
https://docs.python.org/3/library/concurrent.futures.html
Source code: Lib/concurrent/futures/thread.py and Lib/concurrent/futures/process.py The concurrent.futures module provides a high-level interface for asynchronously executing callables. The asynchr...
88
HermesCache
https://pypi.org/project/HermesCache/
Python caching library with tag-based invalidation and dogpile effect prevention
89
Unidecode
https://pypi.org/project/Unidecode/
ASCII transliterations of Unicode text
90
Web Scraping Framework
https://github.com/lorien/grab
Web Scraping Framework. Contribute to lorien/grab development by creating an account on GitHub.
91
Python object-oriented database
https://github.com/zopefoundation/ZODB
Python object-oriented database. Contribute to zopefoundation/ZODB development by creating an account on GitHub.
92
The Python programming language
https://github.com/python/cpython
The Python programming language. Contribute to python/cpython development by creating an account on GitHub.
93
Minimal examples of data structures and algorithms in Python
https://github.com/keon/algorithms
Minimal examples of data structures and algorithms in Python - keon/algorithms
94
GeoDjango | Django documentation
https://docs.djangoproject.com/en/dev/ref/contrib/gis/
The web framework for perfectionists with deadlines.
95
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
https://github.com/PyCQA/flake8
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code. - PyCQA/flake8
96
datetime — Basic date and time types
https://docs.python.org/3/library/datetime.html
Source code: Lib/datetime.py The datetime module supplies classes for manipulating dates and times. While date and time arithmetic is supported, the focus of the implementation is on efficient attr...
97
sqlite3 — DB-API 2.0 interface for SQLite databases
https://docs.python.org/3/library/sqlite3.html
Source code: Lib/sqlite3/ SQLite is a C library that provides a lightweight disk-based database that doesn’t require a separate server process and allows accessing the database using a nonstandard ...
98
Chef-like functionality for Fabric
https://github.com/sebastien/cuisine
Chef-like functionality for Fabric. Contribute to sebastien/cuisine development by creating an account on GitHub.
99
A Python module for creating Excel XLSX files.
https://github.com/jmcnamara/XlsxWriter
A Python module for creating Excel XLSX files. Contribute to jmcnamara/XlsxWriter development by creating an account on GitHub.
100
fastFM: A Library for Factorization Machines
https://github.com/ibayer/fastFM
fastFM: A Library for Factorization Machines. Contribute to ibayer/fastFM development by creating an account on GitHub.
101
🎚️ Open Source Audio Matching and Mastering
https://github.com/sergree/matchering
🎚️ Open Source Audio Matching and Mastering. Contribute to sergree/matchering development by creating an account on GitHub.
102
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
https://github.com/pyca/cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers. - pyca/cryptography
103
pytz
https://pypi.org/project/pytz/
World timezone definitions, modern and historical
104
A jquery-like library for python
https://github.com/gawel/pyquery
A jquery-like library for python. Contribute to gawel/pyquery development by creating an account on GitHub.
105
The leading native Python SSHv2 protocol library.
https://github.com/paramiko/paramiko
The leading native Python SSHv2 protocol library. Contribute to paramiko/paramiko development by creating an account on GitHub.
106
Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting.
https://github.com/laixintao/iredis
Interactive Redis: A Terminal Client for Redis with AutoCompletion and Syntax Highlighting. - laixintao/iredis
107
PyPy / pypy · GitLab
https://foss.heptapod.net/pypy/pypy
PyPy is a very fast and compliant implementation of the Python language.
108
Performant type-checking for python.
https://github.com/facebook/pyre-check
Performant type-checking for python. Contribute to facebook/pyre-check development by creating an account on GitHub.
109
A collection of design patterns/idioms in Python
https://github.com/faif/python-patterns
A collection of design patterns/idioms in Python. Contribute to faif/python-patterns development by creating an account on GitHub.
110
🎨 Generate and change color-schemes on the fly.
https://github.com/dylanaraps/pywal
🎨 Generate and change color-schemes on the fly. Contribute to dylanaraps/pywal development by creating an account on GitHub.
111
SCons - a software construction tool
https://github.com/SCons/scons
SCons - a software construction tool. Contribute to SCons/scons development by creating an account on GitHub.
112
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
https://github.com/beetbox/audioread
cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python - beetbox/audioread
113
Simple tagging for django
https://github.com/jazzband/django-taggit
Simple tagging for django. Contribute to jazzband/django-taggit development by creating an account on GitHub.
114
Pipeline is an asset packaging library for Django.
https://github.com/jazzband/django-pipeline
Pipeline is an asset packaging library for Django. - jazzband/django-pipeline
115
A Django app that creates automatic web UIs for Python scripts.
https://github.com/wooey/wooey
A Django app that creates automatic web UIs for Python scripts. - wooey/Wooey
116
The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.
https://github.com/lepture/authlib
The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included. - lepture/authlib
117
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
https://github.com/google/python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. - google/python-fire
118
kapre: Keras Audio Preprocessors
https://github.com/keunwoochoi/kapre
kapre: Keras Audio Preprocessors. Contribute to keunwoochoi/kapre development by creating an account on GitHub.
119
The official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here.
https://github.com/openembedded/bitbake
The official bitbake Git is at https://git.openembedded.org/bitbake/. Do not open issues or file pull requests here. - openembedded/bitbake
120
Apache Kafka
https://kafka.apache.org/documentation/streams/
Apache Kafka: A Distributed Streaming Platform.
121
the Python IDE for data science and web development
https://www.jetbrains.com/pycharm/
The Python IDE for data science and web development with intelligent code completion, on-the-fly error checking, quick-fixes, and much more.
122
㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python.
https://github.com/WhyNotHugo/python-barcode
㊙️ Create standard barcodes with Python. No external dependencies. 100% Organic Python. - WhyNotHugo/python-barcode
123
Standards-compliant library for parsing and serializing HTML documents and fragments in Python
https://github.com/html5lib/html5lib-python
Standards-compliant library for parsing and serializing HTML documents and fragments in Python - html5lib/html5lib-python
124
A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql
https://github.com/dhamaniasad/awesome-postgres
A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql - dhamaniasad/awesome-postgres
125
plotting in the terminal
https://github.com/glamp/bashplotlib
plotting in the terminal. Contribute to glamp/bashplotlib development by creating an account on GitHub.
126
Hydra is a framework for elegantly configuring complex applications
https://github.com/facebookresearch/hydra
Hydra is a framework for elegantly configuring complex applications - facebookresearch/hydra
127
All Algorithms implemented in Python
https://github.com/TheAlgorithms/Python
All Algorithms implemented in Python. Contribute to TheAlgorithms/Python development by creating an account on GitHub.
128
scalable audio processing framework and server written in Python
https://github.com/Parisson/TimeSide
scalable audio processing framework and server written in Python - Parisson/TimeSide
129
The uncompromising Python code formatter
https://github.com/psf/black
The uncompromising Python code formatter. Contribute to psf/black development by creating an account on GitHub.
130
Python composable command line interface toolkit
https://github.com/pallets/click/
Python composable command line interface toolkit. Contribute to pallets/click development by creating an account on GitHub.
131
Write scalable load tests in plain Python 🚗💨
https://github.com/locustio/locust
Write scalable load tests in plain Python 🚗💨. Contribute to locustio/locust development by creating an account on GitHub.
132
An ASGI web server, for Python. 🦄
https://github.com/encode/uvicorn
An ASGI web server, for Python. 🦄. Contribute to encode/uvicorn development by creating an account on GitHub.
133
Collection of library stubs for Python, with static types
https://github.com/python/typeshed
Collection of library stubs for Python, with static types - python/typeshed
134
Intercept HTTP requests at the Python socket level. Fakes the whole socket module
https://github.com/gabrielfalcao/HTTPretty
Intercept HTTP requests at the Python socket level. Fakes the whole socket module - gabrielfalcao/HTTPretty
135
Audio fingerprinting and recognition in Python
https://github.com/worldveil/dejavu
Audio fingerprinting and recognition in Python. Contribute to worldveil/dejavu development by creating an account on GitHub.
136
Rich is a Python library for rich text and beautiful formatting in the terminal.
https://github.com/Textualize/rich
Rich is a Python library for rich text and beautiful formatting in the terminal. - Textualize/rich
137
Bowler · Safe code refactoring for modern Python
https://pybowler.io/
Safe code refactoring for modern Python
138
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
https://github.com/hi-primus/optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark - hi-primus/optimus
139
Python binding to the Networking and Cryptography (NaCl) library
https://github.com/pyca/pynacl
Python binding to the Networking and Cryptography (NaCl) library - pyca/pynacl
140
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
https://github.com/micropython/micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems - micropython/micropython
141
Manipulate audio with a simple and easy high level interface
https://github.com/jiaaro/pydub
Manipulate audio with a simple and easy high level interface - jiaaro/pydub
142
Event-driven networking engine written in Python.
https://github.com/twisted/twisted
Event-driven networking engine written in Python. Contribute to twisted/twisted development by creating an account on GitHub.
143
Qt | Tools for Each Stage of Software Development Lifecycle
https://www.qt.io/
All the essential Qt tools for all stages of Software Development Lifecycle: planning, design, development, testing, and deployment.
144
spaCy · Industrial-strength Natural Language Processing in Python
https://spacy.io/
spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
145
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
https://github.com/rsalmei/alive-progress
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations! - rsalmei/alive-progress
146
team-simpy / simpy · GitLab
https://gitlab.com/team-simpy/simpy
GitLab.com
147
Lightweight, extensible data validation library for Python
https://github.com/pyeve/cerberus
Lightweight, extensible data validation library for Python - pyeve/cerberus
148
A simple library for implementing common design patterns.
https://github.com/tylerlaberge/PyPattyrn
A simple library for implementing common design patterns. - tylerlaberge/PyPattyrn
149
Strict separation of config from code.
https://github.com/HBNetwork/python-decouple
Strict separation of config from code. Contribute to HBNetwork/python-decouple development by creating an account on GitHub.
150
A Django-based CMS with a focus on extensibility and concise code
https://github.com/feincms/feincms
A Django-based CMS with a focus on extensibility and concise code - feincms/feincms
151
Tensors and Dynamic neural networks in Python with strong GPU acceleration
https://github.com/pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration - pytorch/pytorch
152
Software build automation tool for Python.
https://github.com/pybuilder/pybuilder
Software build automation tool for Python. Contribute to pybuilder/pybuilder development by creating an account on GitHub.
153
Geometric Computer Vision Library for Spatial AI
https://github.com/kornia/kornia/
Geometric Computer Vision Library for Spatial AI. Contribute to kornia/kornia development by creating an account on GitHub.
154
Find dead Python code
https://github.com/jendrikseipp/vulture
Find dead Python code. Contribute to jendrikseipp/vulture development by creating an account on GitHub.
155
Python module for handling audio metadata
https://github.com/quodlibet/mutagen
Python module for handling audio metadata. Contribute to quodlibet/mutagen development by creating an account on GitHub.
156
A static type analyzer for Python code
https://github.com/google/pytype
A static type analyzer for Python code. Contribute to google/pytype development by creating an account on GitHub.
157
Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.
https://github.com/pythonnet/pythonnet
Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET develo...
158
tmux source code
https://github.com/tmux/tmux
tmux source code. Contribute to tmux/tmux development by creating an account on GitHub.
159
Ultra fast asyncio event loop.
https://github.com/MagicStack/uvloop
Ultra fast asyncio event loop. Contribute to MagicStack/uvloop development by creating an account on GitHub.
160
Motor - the async Python driver for MongoDB and Tornado or asyncio
https://github.com/mongodb/motor
Motor - the async Python driver for MongoDB and Tornado or asyncio - mongodb/motor
161
Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront).
https://github.com/s3tools/s3cmd
Official s3cmd repo -- Command line tool for managing S3 compatible storage services (including Amazon S3 and CloudFront). - s3tools/s3cmd
162
Awesome Django authorization, without the database
https://github.com/dfunckt/django-rules
Awesome Django authorization, without the database - dfunckt/django-rules
163
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
https://github.com/JaidedAI/EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. - JaidedAI/EasyOCR
164
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
https://github.com/aws/aws-sdk-pandas
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (...
165
Optional static typing for Python
https://github.com/python/mypy
Optional static typing for Python. Contribute to python/mypy development by creating an account on GitHub.
166
A JOSE implementation in Python
https://github.com/mpdavis/python-jose/
A JOSE implementation in Python. Contribute to mpdavis/python-jose development by creating an account on GitHub.
167
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
https://github.com/errbotio/errbot/
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation. - errbotio/errbot
168
No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.
https://github.com/prabhupant/python-ds
No non-sense and no BS repo for how data structure code should be in Python - simple and elegant. - prabhupant/python-ds
169
OAuth2 goodies for the Djangonauts!
https://github.com/jazzband/django-oauth-toolkit
OAuth2 goodies for the Djangonauts! Contribute to jazzband/django-oauth-toolkit development by creating an account on GitHub.
170
Python Stream Processing
https://github.com/robinhood/faust
Python Stream Processing. Contribute to robinhood/faust development by creating an account on GitHub.
171
Apache Libcloud is a standard Python library that abstracts away differences among multiple cloud provider APIs
https://libcloud.apache.org/
Python library for interacting with many of the popular cloud service providers using a unified API.
172
结巴中文分词
https://github.com/fxsjy/jieba
结巴中文分词. Contribute to fxsjy/jieba development by creating an account on GitHub.
173
The bidirectional mapping library for Python.
https://github.com/jab/bidict
The bidirectional mapping library for Python. Contribute to jab/bidict development by creating an account on GitHub.
174
A curated list of awesome Python asyncio frameworks, libraries, software and resources
https://github.com/timofurrer/awesome-asyncio
A curated list of awesome Python asyncio frameworks, libraries, software and resources - timofurrer/awesome-asyncio
175
🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.
https://github.com/httpie/cli
🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. - httpie/cli
176
:octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board:
https://github.com/DmytroLitvinov/awesome-flake8-extensions
:octocat: A curated awesome list of flake8 extensions. Feel free to contribute! :mortar_board: - DmytroLitvinov/awesome-flake8-extensions
177
A curated list of awesome Flask resources and plugins
https://github.com/humiaozuzu/awesome-flask
A curated list of awesome Flask resources and plugins - humiaozuzu/awesome-flask
178
Magnificent app which corrects your previous console command.
https://github.com/nvbn/thefuck
Magnificent app which corrects your previous console command. - nvbn/thefuck
179
Python requests like API built on top of Twisted's HTTP client.
https://github.com/twisted/treq
Python requests like API built on top of Twisted's HTTP client. - twisted/treq
180
:art: Diagram as Code for prototyping cloud system architectures
https://github.com/mingrammer/diagrams
:art: Diagram as Code for prototyping cloud system architectures - mingrammer/diagrams
181
SQLAlchemy
https://www.sqlalchemy.org/
The Database Toolkit for Python
182
Accelerate your web app development | Build fast. Run fast.
https://github.com/sanic-org/sanic
Accelerate your web app development | Build fast. Run fast. - sanic-org/sanic
183
structlog
https://www.structlog.org/en/stable/
Simple. Powerful. Fast. Pick three. Release 24.4.0( What’s new?) structlog is the production-ready logging solution for Python: Simple: Everything is about functions that take and return dictionari...
184
Python for Windows (pywin32) Extensions
https://github.com/mhammond/pywin32
Python for Windows (pywin32) Extensions. Contribute to mhammond/pywin32 development by creating an account on GitHub.
185
MySQL client library for Python
https://github.com/PyMySQL/PyMySQL
MySQL client library for Python. Contribute to PyMySQL/PyMySQL development by creating an account on GitHub.
186
Your Gateway to Embedded Software Development Excellence :alien:
https://github.com/platformio/platformio-core
Your Gateway to Embedded Software Development Excellence :alien: - platformio/platformio-core
187
Build software better, together
https://github.com/tesseract-ocr.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
188
An open source multi-tool for exploring and publishing data
https://github.com/simonw/datasette
An open source multi-tool for exploring and publishing data - simonw/datasette
189
A curated list of awesome tools for Sphinx Python Documentation Generator
https://github.com/yoloseem/awesome-sphinxdoc
A curated list of awesome tools for Sphinx Python Documentation Generator - yoloseem/awesome-sphinxdoc
190
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
https://github.com/cookiecutter/cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects. - cookiecutter/cookiecutter
191
Trio – a friendly Python library for async concurrency and I/O
https://github.com/python-trio/trio
Trio – a friendly Python library for async concurrency and I/O - python-trio/trio
192
Paranoid text spacing in Python
https://github.com/vinta/pangu.py
Paranoid text spacing in Python. Contribute to vinta/pangu.py development by creating an account on GitHub.
193
Pythonic task management & command execution.
https://github.com/pyinvoke/invoke
Pythonic task management & command execution. Contribute to pyinvoke/invoke development by creating an account on GitHub.
194
Python Tools for Visual Studio
https://github.com/Microsoft/PTVS
Python Tools for Visual Studio. Contribute to microsoft/PTVS development by creating an account on GitHub.
195
Jet Admin – No-code Business App builder
https://github.com/jet-admin/jet-bridge
Jet Admin – No-code Business App builder. Contribute to jet-admin/jet-bridge development by creating an account on GitHub.
196
Home
https://opencv.org/
OpenCV provides a real-time optimized Computer Vision library, tools, and hardware. It also supports model execution for Machine Learning (ML) and Artificial Intelligence (AI).
197
HARFANG® 3D - Real Time Visualization Tools
http://www.harfang3d.com
Software framework for modern multimedia application development.
198
Python email address and Mime parsing library
https://github.com/mailgun/flanker
Python email address and Mime parsing library. Contribute to mailgun/flanker development by creating an account on GitHub.
199
shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included.
https://github.com/linkedin/shiv
shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all their dependencies included. - linkedin/shiv
200
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
https://github.com/ray-project/ray/
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. - ray-project/ray
201
MySQL database connector for Python (with Python 3 support)
https://github.com/PyMySQL/mysqlclient
MySQL database connector for Python (with Python 3 support) - PyMySQL/mysqlclient
202
Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams.
https://github.com/justquick/django-activity-stream
Generate generic activity streams from the actions on your site. Users can follow any actors' activities for personalized streams. - justquick/django-activity-stream
203
A collection of awesome sqlite tools, scripts, books, etc
https://github.com/planetopendata/awesome-sqlite
A collection of awesome sqlite tools, scripts, books, etc - planetopendata/awesome-sqlite
204
Make your functions return something meaningful, typed, and safe!
https://github.com/dry-python/returns
Make your functions return something meaningful, typed, and safe! - dry-python/returns
205
Ultra fast JSON decoder and encoder written in C with Python bindings
https://github.com/esnme/ultrajson
Ultra fast JSON decoder and encoder written in C with Python bindings - ultrajson/ultrajson
206
FastAPI framework, high performance, easy to learn, fast to code, ready for production
https://github.com/tiangolo/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi
207
A code-completion engine for Vim
https://github.com/Valloric/YouCompleteMe
A code-completion engine for Vim. Contribute to ycm-core/YouCompleteMe development by creating an account on GitHub.
208
Build software better, together
https://github.com/python-greenlet/greenlet.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
209
A serialization/deserialization/validation library for strings, mappings and lists.
https://github.com/Pylons/colander
A serialization/deserialization/validation library for strings, mappings and lists. - Pylons/colander
210
pickleDB is an open source key-value store using Python's json module.
https://github.com/patx/pickledb
pickleDB is an open source key-value store using Python's json module. - patx/pickledb
211
Python library for processing Chinese text
https://github.com/isnowfy/snownlp
Python library for processing Chinese text. Contribute to isnowfy/snownlp development by creating an account on GitHub.
212
Fast Python Collaborative Filtering for Implicit Feedback Datasets
https://github.com/benfred/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets - benfred/implicit
213
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
https://github.com/clips/pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. - clips/pattern
214
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
https://github.com/lancopku/pkuseg-python
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation - lancopku/pkuseg-python
215
fsociety Hacking Tools Pack – A Penetration Testing Framework
https://github.com/Manisso/fsociety
fsociety Hacking Tools Pack – A Penetration Testing Framework - Manisso/fsociety
216
The Sphinx documentation generator
https://github.com/sphinx-doc/sphinx/
The Sphinx documentation generator. Contribute to sphinx-doc/sphinx development by creating an account on GitHub.
217
Simple, Pythonic remote execution and deployment.
https://github.com/fabric/fabric
Simple, Pythonic remote execution and deployment. Contribute to fabric/fabric development by creating an account on GitHub.
218
Simple framework for creating REST APIs
https://github.com/flask-restful/flask-restful
Simple framework for creating REST APIs. Contribute to flask-restful/flask-restful development by creating an account on GitHub.
219
Deep Learning for humans
https://github.com/keras-team/keras
Deep Learning for humans. Contribute to keras-team/keras development by creating an account on GitHub.
220
Redis Python client
https://github.com/redis/redis-py
Redis Python client. Contribute to redis/redis-py development by creating an account on GitHub.
221
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
https://github.com/spotify/luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. ...
222
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
https://github.com/jindaxiang/akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 - akfamily/akshare
223
A Python wrapper for Google Tesseract
https://github.com/madmaze/pytesseract
A Python wrapper for Google Tesseract. Contribute to madmaze/pytesseract development by creating an account on GitHub.
224
A pythonic interface to Amazon's DynamoDB
https://github.com/pynamodb/PynamoDB
A pythonic interface to Amazon's DynamoDB. Contribute to pynamodb/PynamoDB development by creating an account on GitHub.
225
A slick ORM cache with automatic granular event-driven invalidation.
https://github.com/Suor/django-cacheops
A slick ORM cache with automatic granular event-driven invalidation. - Suor/django-cacheops
226
Home
https://airflow.apache.org/
Platform created by the community to programmatically author, schedule and monitor workflows.
227
Using the jedi autocompletion library for VIM.
https://github.com/davidhalter/jedi-vim
Using the jedi autocompletion library for VIM. Contribute to davidhalter/jedi-vim development by creating an account on GitHub.
228
Data validation using Python type hints
https://github.com/pydantic/pydantic
Data validation using Python type hints. Contribute to pydantic/pydantic development by creating an account on GitHub.
229
A Python implementation of LightFM, a hybrid recommendation algorithm.
https://github.com/lyst/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm. - lyst/lightfm
230
bpython - A fancy curses interface to the Python interactive interpreter
https://github.com/bpython/bpython
bpython - A fancy curses interface to the Python interactive interpreter - bpython/bpython
231
Python Data Structures for Humans™.
https://github.com/schematics/schematics
Python Data Structures for Humans™. Contribute to schematics/schematics development by creating an account on GitHub.
232
Safely pass trusted data to untrusted environments and back.
https://github.com/pallets/itsdangerous
Safely pass trusted data to untrusted environments and back. - pallets/itsdangerous
233
PYthon svg GrAph plotting Library
https://github.com/Kozea/pygal
PYthon svg GrAph plotting Library. Contribute to Kozea/pygal development by creating an account on GitHub.
234
The most widely used Python to C compiler
https://github.com/cython/cython
The most widely used Python to C compiler. Contribute to cython/cython development by creating an account on GitHub.
235
Parallel computing with task scheduling
https://github.com/dask/dask
Parallel computing with task scheduling. Contribute to dask/dask development by creating an account on GitHub.
236
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
https://github.com/RaylockLLC/DearPyGui/
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies - hoffstadt/DearPyGui
237
(No longer maintained) A faster and highly-compatible implementation of the Python programming language.
https://github.com/pyston/pyston/
(No longer maintained) A faster and highly-compatible implementation of the Python programming language. - pyston/pyston
238
matplotlib: plotting with Python
https://github.com/matplotlib/matplotlib
matplotlib: plotting with Python. Contribute to matplotlib/matplotlib development by creating an account on GitHub.
239
pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications.
https://github.com/pyglet/pyglet
pyglet is a cross-platform windowing and multimedia library for Python, for developing games and other visually rich applications. - pyglet/pyglet
240
Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box.
https://github.com/python-mode/python-mode
Vim python-mode. PyLint, Rope, Pydoc, breakpoints from box. - python-mode/python-mode
241
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
https://github.com/stanfordnlp/stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages - stanfordnlp/stanza
242
Automatic SQL injection and database takeover tool
https://github.com/sqlmapproject/sqlmap
Automatic SQL injection and database takeover tool - sqlmapproject/sqlmap
243
PyMongo - the Official MongoDB Python driver
https://github.com/mongodb/mongo-python-driver
PyMongo - the Official MongoDB Python driver. Contribute to mongodb/mongo-python-driver development by creating an account on GitHub.
244
🏹 Better dates & times for Python
https://github.com/arrow-py/arrow
🏹 Better dates & times for Python. Contribute to arrow-py/arrow development by creating an account on GitHub.
245
A python wrapper for libmagic
https://github.com/ahupp/python-magic
A python wrapper for libmagic. Contribute to ahupp/python-magic development by creating an account on GitHub.
246
🍦 Never use print() to debug again.
https://github.com/gruns/icecream
🍦 Never use print() to debug again. Contribute to gruns/icecream development by creating an account on GitHub.
247
A Python native, OS native GUI toolkit.
https://github.com/pybee/toga
A Python native, OS native GUI toolkit. Contribute to beeware/toga development by creating an account on GitHub.
248
Every web site provides APIs.
https://github.com/gaojiuli/toapi
Every web site provides APIs. Contribute to elliotgao2/toapi development by creating an account on GitHub.
249
Python packaging and dependency management made easy
https://github.com/sdispater/poetry
Python packaging and dependency management made easy - python-poetry/poetry
250
Sixpack is a language-agnostic a/b-testing framework
https://github.com/seatgeek/sixpack
Sixpack is a language-agnostic a/b-testing framework - sixpack/sixpack
251
Object-oriented file system path manipulation
https://github.com/jaraco/path.py
Object-oriented file system path manipulation. Contribute to jaraco/path development by creating an account on GitHub.
252
Python PyPi staging server and packaging, testing, release tool
https://github.com/devpi/devpi
Python PyPi staging server and packaging, testing, release tool - devpi/devpi
253
An implementation of the JSON Schema specification for Python
https://github.com/python-jsonschema/jsonschema
An implementation of the JSON Schema specification for Python - python-jsonschema/jsonschema
254
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
https://github.com/spotify/annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk - spotify/annoy
255
Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime.
https://github.com/IronLanguages/ironpython3
Implementation of Python 3.x for .NET Framework that is built on top of the Dynamic Language Runtime. - IronLanguages/ironpython3
256
zerorpc for python
https://github.com/0rpc/zerorpc-python
zerorpc for python. Contribute to 0rpc/zerorpc-python development by creating an account on GitHub.
257
Freeze (package) Python programs into stand-alone executables
https://github.com/pyinstaller/pyinstaller
Freeze (package) Python programs into stand-alone executables - pyinstaller/pyinstaller
258
Inspects Python source files and provides information about type and location of classes, methods etc
https://github.com/PyCQA/prospector
Inspects Python source files and provides information about type and location of classes, methods etc - landscapeio/prospector
259
A Python implementation of John Gruber’s Markdown with Extension support.
https://github.com/waylan/Python-Markdown
A Python implementation of John Gruber’s Markdown with Extension support. - Python-Markdown/markdown
260
Scapy: the Python-based interactive packet manipulation program & library.
https://github.com/secdev/scapy
Scapy: the Python-based interactive packet manipulation program & library. - secdev/scapy
261
NumPy aware dynamic Python compiler using LLVM
https://github.com/numba/numba
NumPy aware dynamic Python compiler using LLVM. Contribute to numba/numba development by creating an account on GitHub.
262
Full-screen console debugger for Python
https://github.com/inducer/pudb
Full-screen console debugger for Python. Contribute to inducer/pudb development by creating an account on GitHub.
263
The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
https://github.com/trustedsec/social-engineer-toolkit
The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here. - trustedsec/social-engineer-toolkit
264
Build software better, together
https://github.com/jonathanslenders/python-prompt-toolkit.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
265
Create standalone Windows programs from Python code
https://github.com/py2exe/py2exe
Create standalone Windows programs from Python code - py2exe/py2exe
266
Magenta: Music and Art Generation with Machine Intelligence
https://github.com/magenta/magenta
Magenta: Music and Art Generation with Machine Intelligence - magenta/magenta
267
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis
https://github.com/chapmanb/bcbio-nextgen
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis - bcbio/bcbio-nextgen
268
No longer maintained, please migrate to model_bakery
https://github.com/vandersonmota/model_mommy
No longer maintained, please migrate to model_bakery - berinhard/model_mommy
269
Topic Modelling for Humans
https://github.com/RaRe-Technologies/gensim
Topic Modelling for Humans. Contribute to piskvorky/gensim development by creating an account on GitHub.
270
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
https://github.com/ZoomerAnalytics/xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web. - GitHub - xlw...
271
Build software better, together
https://github.com/mre/awesome-static-analysis.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
272
A formatter for Python files
https://github.com/google/yapf
A formatter for Python files. Contribute to google/yapf development by creating an account on GitHub.
273
Simple, elegant, Pythonic functional programming.
https://github.com/evhub/coconut
Simple, elegant, Pythonic functional programming. Contribute to evhub/coconut development by creating an account on GitHub.
274
The POX network software platform
https://github.com/noxrepo/pox
The POX network software platform. Contribute to noxrepo/pox development by creating an account on GitHub.
275
Write desktop and web apps in pure Python
https://github.com/zoofIO/flexx
Write desktop and web apps in pure Python. Contribute to flexxui/flexx development by creating an account on GitHub.
276
py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins from Python scripts.
https://github.com/ronaldoussoren/py2app
py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins from Python scripts. - ronaldoussoren/py2app
277
Rich Python data types for Redis
https://github.com/stephenmcd/hot-redis
Rich Python data types for Redis. Contribute to stephenmcd/hot-redis development by creating an account on GitHub.
278
A lightweight, object-oriented finite state machine implementation in Python with many extensions
https://github.com/pytransitions/transitions
A lightweight, object-oriented finite state machine implementation in Python with many extensions - pytransitions/transitions
279
A Python Mail Server
https://github.com/moggers87/salmon
A Python Mail Server. Contribute to moggers87/salmon development by creating an account on GitHub.
280
Python client for Apache Kafka
https://github.com/dpkp/kafka-python
Python client for Apache Kafka. Contribute to dpkp/kafka-python development by creating an account on GitHub.
281
A powerful workflow engine implemented in pure Python
https://github.com/knipknap/SpiffWorkflow
A powerful workflow engine implemented in pure Python - sartography/SpiffWorkflow
282
Supercharge your API testing, catch bugs, and ensure compliance
https://github.com/kiwicom/schemathesis
Supercharge your API testing, catch bugs, and ensure compliance - schemathesis/schemathesis
283
The Web framework for perfectionists with deadlines.
https://github.com/django/django
The Web framework for perfectionists with deadlines. - django/django
284
:zap: A Fast, Extensible Progress Bar for Python and CLI
https://github.com/tqdm/tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI - tqdm/tqdm
285
Python job scheduling for humans.
https://github.com/dbader/schedule
Python job scheduling for humans. Contribute to dbader/schedule development by creating an account on GitHub.
286
Visual profiler for Python
https://github.com/nvdv/vprof
Visual profiler for Python. Contribute to nvdv/vprof development by creating an account on GitHub.
287
An async ORM. 🗃
https://github.com/encode/orm
An async ORM. 🗃. Contribute to encode/orm development by creating an account on GitHub.
288
Mail hosting made simple
https://github.com/modoboa/modoboa
Mail hosting made simple. Contribute to modoboa/modoboa development by creating an account on GitHub.
289
A system-level, binary package and environment manager running on all major operating systems and platforms.
https://github.com/conda/conda/
A system-level, binary package and environment manager running on all major operating systems and platforms. - conda/conda
290
Python library for reading audio file metadata
https://github.com/devsnd/tinytag
Python library for reading audio file metadata. Contribute to tinytag/tinytag development by creating an account on GitHub.
291
Automatically generate a RESTful API service for your legacy database. No code required!
https://github.com/jeffknupp/sandman2
Automatically generate a RESTful API service for your legacy database. No code required! - jeffknupp/sandman2
292
A Python scikit for building and analyzing recommender systems
https://github.com/NicolasHug/Surprise
A Python scikit for building and analyzing recommender systems - NicolasHug/Surprise
293
ICU - International Components for Unicode
http://site.icu-project.org/.
News 2024-04-17: ICU 75 is now available. It updates to CLDR 45 (beta blog) locale data with new locales and various additions and corrections. C++ code now requires C++17 and is being made more robust. The CLDR MessageFormat 2.0 specification is now in technology preview, together with a
294
A computer algebra system written in pure Python
https://github.com/sympy/sympy
A computer algebra system written in pure Python. Contribute to sympy/sympy development by creating an account on GitHub.
295
WordPress models and views for Django.
https://github.com/istrategylabs/django-wordpress
WordPress models and views for Django. Contribute to jcarbaugh/django-wordpress development by creating an account on GitHub.
296
Simple and extensible administrative interface framework for Flask
https://github.com/flask-admin/flask-admin
Simple and extensible administrative interface framework for Flask - pallets-eco/flask-admin
297
Virtual Python Environment builder
https://github.com/pypa/virtualenv
Virtual Python Environment builder. Contribute to pypa/virtualenv development by creating an account on GitHub.
298
The Python micro framework for building web applications.
https://github.com/pallets/flask
The Python micro framework for building web applications. - pallets/flask
299
API Documentation for Python Projects
https://github.com/mitmproxy/pdoc
API Documentation for Python Projects. Contribute to mitmproxy/pdoc development by creating an account on GitHub.
300
Python IMAP for Human beings
https://github.com/martinrusev/imbox
Python IMAP for Human beings. Contribute to martinrusev/imbox development by creating an account on GitHub.
301
Supervisor process control system for Unix (supervisord)
https://github.com/Supervisor/supervisor
Supervisor process control system for Unix (supervisord) - Supervisor/supervisor
302
ClickHouse Python Driver with native interface support
https://github.com/mymarilyn/clickhouse-driver
ClickHouse Python Driver with native interface support - mymarilyn/clickhouse-driver
303
Pony Object Relational Mapper
https://github.com/ponyorm/pony/
Pony Object Relational Mapper. Contribute to ponyorm/pony development by creating an account on GitHub.
304
x86-64 assembler embedded in Python
https://github.com/Maratyszcza/PeachPy
x86-64 assembler embedded in Python. Contribute to Maratyszcza/PeachPy development by creating an account on GitHub.
305
Incubator for useful bioinformatics code, primarily in Python and R
https://github.com/chapmanb/bcbb
Incubator for useful bioinformatics code, primarily in Python and R - chapmanb/bcbb
306
A curated list of awesome tools for SQLAlchemy
https://github.com/dahlia/awesome-sqlalchemy
A curated list of awesome tools for SQLAlchemy. Contribute to dahlia/awesome-sqlalchemy development by creating an account on GitHub.
307
TinyDB is a lightweight document oriented database optimized for your happiness :)
https://github.com/msiemens/tinydb
TinyDB is a lightweight document oriented database optimized for your happiness :) - msiemens/tinydb
308
Apache Spark - A unified analytics engine for large-scale data processing
https://github.com/apache/spark
Apache Spark - A unified analytics engine for large-scale data processing - apache/spark
309
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
https://github.com/tornadoweb/tornado
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. - tornadoweb/tornado
310
Library for building WebSocket servers and clients in Python
https://github.com/aaugustin/websockets
Library for building WebSocket servers and clients in Python - python-websockets/websockets
311
Cython implementation of Toolz: High performance functional utilities
https://github.com/pytoolz/cytoolz/
Cython implementation of Toolz: High performance functional utilities - pytoolz/cytoolz
312
A developer-friendly Python library to interact with Apache HBase
https://github.com/python-happybase/happybase
A developer-friendly Python library to interact with Apache HBase - python-happybase/happybase
313
Per object permissions for Django
https://github.com/django-guardian/django-guardian
Per object permissions for Django. Contribute to django-guardian/django-guardian development by creating an account on GitHub.
314
Parsing ELF and DWARF in Python
https://github.com/eliben/pyelftools
Parsing ELF and DWARF in Python. Contribute to eliben/pyelftools development by creating an account on GitHub.
315
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
https://github.com/dashingsoft/pyarmor
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. - dashingsoft/pyarmor
316
Python QR Code image generator
https://github.com/lincolnloop/python-qrcode
Python QR Code image generator. Contribute to lincolnloop/python-qrcode development by creating an account on GitHub.
317
A pure Python Database Abstraction Layer
https://github.com/web2py/pydal/
A pure Python Database Abstraction Layer. Contribute to web2py/pydal development by creating an account on GitHub.
318
Use a docx as a jinja2 template
https://github.com/elapouya/python-docx-template
Use a docx as a jinja2 template. Contribute to elapouya/python-docx-template development by creating an account on GitHub.
319
A Library for Field-aware Factorization Machines
https://github.com/guestwalk/libffm
A Library for Field-aware Factorization Machines. Contribute to ycjuan/libffm development by creating an account on GitHub.
320
A better Python REPL
https://github.com/jonathanslenders/ptpython
A better Python REPL. Contribute to prompt-toolkit/ptpython development by creating an account on GitHub.
321
A fancy and practical functional tools
https://github.com/Suor/funcy
A fancy and practical functional tools. Contribute to Suor/funcy development by creating an account on GitHub.
322
Subprocesses for Humans 2.0.
https://github.com/amitt001/delegator.py
Subprocesses for Humans 2.0. Contribute to amitt001/delegator.py development by creating an account on GitHub.
323
Emacs Python Development Environment
https://github.com/jorgenschaefer/elpy
Emacs Python Development Environment. Contribute to jorgenschaefer/elpy development by creating an account on GitHub.
324
Build software better, together
https://github.com/tayllan/awesome-algorithms.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
325
Computer art based on quadtrees.
https://github.com/fogleman/Quads
Computer art based on quadtrees. Contribute to fogleman/Quads development by creating an account on GitHub.
326
A toolbar overlay for debugging Flask applications
https://github.com/pallets-eco/flask-debugtoolbar
A toolbar overlay for debugging Flask applications - pallets-eco/flask-debugtoolbar
327
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
https://github.com/benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) - benedekrozemberczki/karateclub
328
More routines for operating on iterables, beyond itertools
https://github.com/erikrose/more-itertools
More routines for operating on iterables, beyond itertools - more-itertools/more-itertools
329
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
https://github.com/PySimpleGUI/PySimpleGUI
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, ...
330
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
https://github.com/PrefectHQ/prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python. - PrefectHQ/prefect
331
RPyC (Remote Python Call) - A transparent and symmetric RPC library for python
https://github.com/tomerfiliba/rpyc
RPyC (Remote Python Call) - A transparent and symmetric RPC library for python - tomerfiliba-org/rpyc
332
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
https://github.com/mstamy2/PyPDF2
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files - py-pdf/pypdf
333
Models | Django documentation
https://docs.djangoproject.com/en/dev/topics/db/models/
The web framework for perfectionists with deadlines.
334
Build Web Services with Pyramid.
https://github.com/Cornices/cornice
Build Web Services with Pyramid. Contribute to Cornices/cornice development by creating an account on GitHub.
335
Deduplicating archiver with compression and authenticated encryption.
https://github.com/borgbackup/borg
Deduplicating archiver with compression and authenticated encryption. - borgbackup/borg
336
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
https://github.com/Theano/Theano
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github....
337
An implementation of Python in Common Lisp
https://github.com/metawilm/cl-python
An implementation of Python in Common Lisp. Contribute to metawilm/cl-python development by creating an account on GitHub.
338
lightweight python wrapper for vowpal wabbit
https://github.com/josephreisinger/vowpal_porpoise
lightweight python wrapper for vowpal wabbit. Contribute to josephreisinger/vowpal_porpoise development by creating an account on GitHub.
339
Integration of IPython pdb
https://github.com/gotcha/ipdb
Integration of IPython pdb. Contribute to gotcha/ipdb development by creating an account on GitHub.
340
Main repository for Vispy
https://github.com/vispy/vispy
Main repository for Vispy. Contribute to vispy/vispy development by creating an account on GitHub.
341
Python datetimes made easy
https://github.com/sdispater/pendulum
Python datetimes made easy. Contribute to sdispater/pendulum development by creating an account on GitHub.
342
Web APIs for Django. 🎸
https://github.com/encode/django-rest-framework
Web APIs for Django. 🎸. Contribute to encode/django-rest-framework development by creating an account on GitHub.
343
local pypi server (custom packages and auto-mirroring of pypi)
https://github.com/jazzband/localshop
local pypi server (custom packages and auto-mirroring of pypi) - mvantellingen/localshop
344
The Python Package Index
https://github.com/pypa/warehouse
The Python Package Index. Contribute to pypi/warehouse development by creating an account on GitHub.
345
A functional standard library for Python.
https://github.com/pytoolz/toolz
A functional standard library for Python. Contribute to pytoolz/toolz development by creating an account on GitHub.
346
A toolkit for developing and comparing reinforcement learning algorithms.
https://github.com/openai/gym
A toolkit for developing and comparing reinforcement learning algorithms. - openai/gym
347
Cartopy - a cartographic python library with matplotlib support
https://github.com/SciTools/cartopy
Cartopy - a cartographic python library with matplotlib support - SciTools/cartopy
348
a python refactoring library
https://github.com/python-rope/rope
a python refactoring library. Contribute to python-rope/rope development by creating an account on GitHub.
349
Python process launching
https://github.com/amoffat/sh
Python process launching. Contribute to amoffat/sh development by creating an account on GitHub.
350
Statistical data visualization in Python
https://github.com/mwaskom/seaborn
Statistical data visualization in Python. Contribute to mwaskom/seaborn development by creating an account on GitHub.
351
Fast data visualization and GUI tools for scientific / engineering applications
https://github.com/pyqtgraph/pyqtgraph
Fast data visualization and GUI tools for scientific / engineering applications - pyqtgraph/pyqtgraph
352
Create Open XML PowerPoint documents in Python
https://github.com/scanny/python-pptx
Create Open XML PowerPoint documents in Python. Contribute to scanny/python-pptx development by creating an account on GitHub.
353
Declarative User Interfaces for Python
https://github.com/nucleic/enaml
Declarative User Interfaces for Python. Contribute to nucleic/enaml development by creating an account on GitHub.
354
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
https://github.com/numenta/nupic
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex. - numenta/nupic-...
355
A Python utility / library to sort imports.
https://github.com/timothycrosley/isort
A Python utility / library to sort imports. Contribute to PyCQA/isort development by creating an account on GitHub.
356
Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.
https://github.com/Parsely/streamparse
Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL. - pystorm/streamparse
357
Declarative statistical visualization library for Python
https://github.com/altair-viz/altair
Declarative statistical visualization library for Python - vega/altair
358
Crontab jobs management in Python
https://github.com/fengsp/plan
Crontab jobs management in Python. Contribute to fengsp/plan development by creating an account on GitHub.
359
A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.
https://github.com/thauber/django-schedule
A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny. - thauber/django-schedule
360
A Python Object-Document-Mapper for working with MongoDB
https://github.com/MongoEngine/mongoengine
A Python Object-Document-Mapper for working with MongoDB - MongoEngine/mongoengine
361
Build software better, together
https://github.com/timofurrer/awesome-asyncio.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
362
New generation PostgreSQL database adapter for the Python programming language
https://github.com/psycopg/psycopg
New generation PostgreSQL database adapter for the Python programming language - GitHub - psycopg/psycopg: New generation PostgreSQL database adapter for the Python programming language
363
Build software better, together
https://github.com/realpython/list-of-python-api-wrappers.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
364
Python Imaging Library (Fork)
https://github.com/python-pillow/Pillow
Python Imaging Library (Fork). Contribute to python-pillow/Pillow development by creating an account on GitHub.
365
Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a cloud service for feed technology:
https://github.com/tschellenbach/Stream-Framework
Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a clo...
366
thumbor is an open-source photo thumbnail service by globo.com
https://github.com/thumbor/thumbor
thumbor is an open-source photo thumbnail service by globo.com - thumbor/thumbor
367
REST API framework designed for human beings
https://github.com/pyeve/eve
REST API framework designed for human beings. Contribute to pyeve/eve development by creating an account on GitHub.
368
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
https://github.com/dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow - dmlc/x...
369
Official upstream for the cloud-init: cloud instance initialization
https://github.com/canonical/cloud-init
Official upstream for the cloud-init: cloud instance initialization - canonical/cloud-init
370
create custom test databases that are populated with fake data
https://github.com/emirozer/fake2db
create custom test databases that are populated with fake data - emirozer/fake2db
371
Fixes mojibake and other glitches in Unicode text, after the fact.
https://github.com/LuminosoInsight/python-ftfy
Fixes mojibake and other glitches in Unicode text, after the fact. - rspeer/python-ftfy
372
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
https://github.com/JohnLangford/vowpal_wabbit/.
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea...
373
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
https://github.com/saltstack/salt
Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: - GitHub - saltstack/salt: Software to...
374
Plotting library for IPython/Jupyter notebooks
https://github.com/bloomberg/bqplot
Plotting library for IPython/Jupyter notebooks. Contribute to bqplot/bqplot development by creating an account on GitHub.
375
Python interface to Graphviz graph drawing package
https://github.com/pygraphviz/pygraphviz/
Python interface to Graphviz graph drawing package - pygraphviz/pygraphviz
376
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
https://github.com/mahmoud/boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton. - mahmoud/boltons
377
Selenium
http://www.seleniumhq.org/
Selenium automates browsers. That's it! What you do with that power is entirely up to you. Primarily it is for automating web applications for testing purposes, but is certainly not limited to just that. Boring web-based administration tasks can (and should) also be automated as well. Getting Started Selenium WebDriver Selenium WebDriver If you want to create robust, browser-based regression automation suites and tests, scale and distribute scripts across many environments, then you want to use Selenium WebDriver, a collection of language specific bindings to drive a browser - the way it is meant to be driven.
378
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
https://github.com/benhamner/Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics
379
DataStax Python Driver for Apache Cassandra
https://github.com/datastax/python-driver
DataStax Python Driver for Apache Cassandra. Contribute to datastax/python-driver development by creating an account on GitHub.
380
A configurable set of panels that display various debug information about the current request/response.
https://github.com/jazzband/django-debug-toolbar
A configurable set of panels that display various debug information about the current request/response. - jazzband/django-debug-toolbar
381
Creating delicious APIs for Django apps since 2010.
https://github.com/django-tastypie/django-tastypie
Creating delicious APIs for Django apps since 2010. - django-tastypie/django-tastypie
382
A Grammar of Graphics for Python
https://github.com/has2k1/plotnine
A Grammar of Graphics for Python. Contribute to has2k1/plotnine development by creating an account on GitHub.
383
The platform for building AI from enterprise data
https://github.com/mindsdb/mindsdb
The platform for building AI from enterprise data. Contribute to mindsdb/mindsdb development by creating an account on GitHub.
384
A curated list of awesome Jupyter projects, libraries and resources
https://github.com/markusschanta/awesome-jupyter
A curated list of awesome Jupyter projects, libraries and resources - markusschanta/awesome-jupyter
385
Useful extensions to the standard Python datetime features
https://github.com/dateutil/dateutil
Useful extensions to the standard Python datetime features - dateutil/dateutil
386
Debugging manhole for python applications.
https://github.com/ionelmc/python-manhole
Debugging manhole for python applications. Contribute to ionelmc/python-manhole development by creating an account on GitHub.
387
The comprehensive WSGI web application library.
https://github.com/pallets/werkzeug
The comprehensive WSGI web application library. Contribute to pallets/werkzeug development by creating an account on GitHub.
388
A little Python library for making simple Electron-like HTML/JS GUI apps
https://github.com/ChrisKnott/Eel
A little Python library for making simple Electron-like HTML/JS GUI apps - python-eel/Eel
389
Python flexible slugify function
https://github.com/dimka665/awesome-slugify
Python flexible slugify function. Contribute to voronind/awesome-slugify development by creating an account on GitHub.
390
Bayesian Modeling and Probabilistic Programming in Python
https://github.com/pymc-devs/pymc3
Bayesian Modeling and Probabilistic Programming in Python - pymc-devs/pymc
391
A set of tools to keep your pinned Python dependencies fresh.
https://github.com/jazzband/pip-tools
A set of tools to keep your pinned Python dependencies fresh. - jazzband/pip-tools
392
Browsable web APIs for Flask.
https://github.com/flask-api/flask-api
Browsable web APIs for Flask. Contribute to flask-api/flask-api development by creating an account on GitHub.
393
The official Python SDK for Sentry.io
https://github.com/getsentry/sentry-python
The official Python SDK for Sentry.io. Contribute to getsentry/sentry-python development by creating an account on GitHub.
394
Remote task execution tool
https://github.com/gunnery/gunnery
Remote task execution tool. Contribute to gunnery/gunnery development by creating an account on GitHub.
395
Statsmodels: statistical modeling and econometrics in Python
https://github.com/statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python - statsmodels/statsmodels
396
pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
https://github.com/pyinfra-dev/pyinfra
pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast ...
397
Interactive Data Visualization in the browser, from Python
https://github.com/bokeh/bokeh
Interactive Data Visualization in the browser, from Python - bokeh/bokeh
398
Send email in Python conveniently for gmail using yagmail
https://github.com/kootenpv/yagmail
Send email in Python conveniently for gmail using yagmail - kootenpv/yagmail
399
A fast Python in-process signal/event dispatching system.
https://github.com/jek/blinker
A fast Python in-process signal/event dispatching system. - pallets-eco/blinker
400
🐍 The official Python client library for Google's discovery based APIs.
https://github.com/google/google-api-python-client
🐍 The official Python client library for Google's discovery based APIs. - googleapis/google-api-python-client
401
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
https://github.com/orsinium/textdistance
📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage. - life4/textdistance

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who created python and why
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GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics
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GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

EVALUATION METRICS

TO IMPLEMENT

HIGHER LEVEL TRANSFORMATIONS TO HANDLE

PROPERTIES METRICS CAN HAVE

Articles
to learn more about the python concepts.

Resources
which are currently available to browse on.

FAQ's
to know more about the topic.

Queries
or most google FAQ's about Python.

More Sites
to check out once you're finished browsing here.

Python.py

GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / OctaveMachine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/MetricsVisit Site

GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

EVALUATION METRICS

TO IMPLEMENT

HIGHER LEVEL TRANSFORMATIONS TO HANDLE

PROPERTIES METRICS CAN HAVE

Articlesto learn more about the python concepts.

Resourceswhich are currently available to browse on.

FAQ'sto know more about the topic.

Queriesor most google FAQ's about Python.

More Sitesto check out once you're finished browsing here.

GitHub - benhamner/Metrics: Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave - benhamner/Metrics
Visit Site

Articles
to learn more about the python concepts.

Resources
which are currently available to browse on.

FAQ's
to know more about the topic.

Queries
or most google FAQ's about Python.

More Sites
to check out once you're finished browsing here.