πΒ A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 230 awesome open-source projects with a total of 750K stars grouped into 25 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
π§ββοΈΒ Discover other best-of lists or create your own.
π«Β Subscribe to our newsletter for updates and trending projects.
- Data Serialization 14 projects
- Data Structures 8 projects
- Data Validation 12 projects
- Algorithms & Design Patterns 3 projects
- Date & Time Utilities 9 projects
- File & Path Utilities 9 projects
- Compatiblity 7 projects
- Cryptography 7 projects
- Infrastructure & DevOps 15 projects
- Process Utilities 4 projects
- Asynchronous Programming 3 projects
- Configuration 6 projects
- CLI Development 17 projects
- Development Tools 1 projects
- Data Caching 3 projects
- GUI Development 9 projects
- Computer & Machine Vision 1 projects
- Machine Learning & Data Engineering 1 projects
- Text Data 5 projects
- Web Development 1 projects
- Database Clients 55 projects
- File Formats 3 projects
- Code Inspection 4 projects
- General Utilities 13 projects
- Python Implementations 6 projects
- Others 17 projects
- π₯π₯π₯Β Combined project-quality score
- βοΈΒ Star count from GitHub
- π£Β New project (less than 6 months old)
- π€Β Inactive project (6 months no activity)
- πΒ Dead project (12 months no activity)
- ππΒ Project is trending up or down
- βΒ Project was recently added
- βοΈΒ Warning (e.g. missing/risky license)
- π¨βπ»Β Contributors count from GitHub
- πΒ Fork count from GitHub
- πΒ Issue count from GitHub
- β±οΈΒ Last update timestamp on package manager
- π₯Β Download count from package manager
- π¦Β Number of dependent projects
protobuf (π₯40 Β· β 47K Β· π) - Protocol Buffers - Google's data interchange format. BSD-3
-
GitHub (π¨βπ» 790 Β· π 12K Β· π₯ 23M Β· π¦ 120K Β· π 4.5K - 26% open Β· β±οΈ 10.03.2021):
git clone https://github.com/protocolbuffers/protobuf
-
PyPi (π₯ 24M / month Β· π¦ 25K Β· β±οΈ 05.03.2021):
pip install protobuf
-
Conda (π₯ 4.4M Β· β±οΈ 05.03.2021):
conda install -c conda-forge protobuf
flatbuffers (π₯33 Β· β 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
-
GitHub (π¨βπ» 470 Β· π 2.4K Β· π₯ 28K Β· π¦ 800 Β· π 1.6K - 10% open Β· β±οΈ 09.03.2021):
git clone https://github.com/google/flatbuffers
-
PyPi (π₯ 1.4M / month Β· π¦ 170 Β· β±οΈ 12.03.2020):
pip install flatbuffers
-
Conda (π₯ 230K Β· β±οΈ 23.11.2020):
conda install -c conda-forge flatbuffers
ultrajson (π₯33 Β· β 3.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
simplejson (π₯33 Β· β 1.4K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
-
GitHub (π¨βπ» 36 Β· π 300 Β· π₯ 5.2K Β· π¦ 59K Β· π 170 - 8% open Β· β±οΈ 29.12.2020):
git clone https://github.com/simplejson/simplejson
-
PyPi (π₯ 6.8M / month Β· π¦ 39K Β· β±οΈ 16.07.2020):
pip install simplejson
-
Conda (π₯ 1M Β· β±οΈ 09.01.2021):
conda install -c conda-forge simplejson
marshmallow (π₯31 Β· β 5.4K) - A lightweight library for converting complex objects to and from.. MIT
-
GitHub (π¨βπ» 190 Β· π 550 Β· π¦ 25K Β· π 1K - 12% open Β· β±οΈ 09.03.2021):
git clone https://github.com/marshmallow-code/marshmallow
-
PyPi (π₯ 3M / month Β· π¦ 18K Β· β±οΈ 19.12.2020):
pip install marshmallow
-
Conda (π₯ 490K Β· β±οΈ 20.12.2020):
conda install -c conda-forge marshmallow
msgpack (π₯31 Β· β 1.4K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
-
GitHub (π¨βπ» 68 Β· π 190 Β· π₯ 830 Β· π¦ 37K Β· π 230 - 1% open Β· β±οΈ 27.02.2021):
git clone https://github.com/msgpack/msgpack-python
-
PyPi (π₯ 5.9M / month Β· π¦ 2.6K Β· β±οΈ 18.12.2020):
pip install msgpack
-
Conda (π₯ 3.5M Β· β±οΈ 08.01.2021):
conda install -c conda-forge msgpack-python
cloudpickle (π₯30 Β· β 900) - Extended pickling support for Python objects. BSD-3
-
GitHub (π¨βπ» 46 Β· π 100 Β· π₯ 16 Β· π¦ 33K Β· π 180 - 27% open Β· β±οΈ 02.03.2021):
git clone https://github.com/cloudpipe/cloudpickle
-
PyPi (π₯ 4.5M / month Β· π¦ 4.1K Β· β±οΈ 25.08.2020):
pip install cloudpickle
-
Conda (π₯ 4M Β· β±οΈ 26.08.2020):
conda install -c conda-forge cloudpickle
jsonpickle (π₯30 Β· β 900) - Python library for serializing any arbitrary object graph into JSON... BSD-3
orjson (π₯27 Β· β 1.8K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
python-rapidjson (π₯26 Β· β 420) - Python wrapper around rapidjson. MIT
-
GitHub (π¨βπ» 17 Β· π 34 Β· π¦ 1K Β· π 94 - 8% open Β· β±οΈ 13.12.2020):
git clone https://github.com/python-rapidjson/python-rapidjson
-
PyPi (π₯ 210K / month Β· π¦ 290 Β· β±οΈ 13.12.2020):
pip install python-rapidjson
-
Conda (π₯ 400K Β· β±οΈ 12.01.2021):
conda install -c conda-forge python-rapidjson
pysimdjson (π₯21 Β· β 430) - Python bindings for the simdjson project. MIT
pyrsistent (π₯32 Β· β 1.5K Β· π) - Persistent/Immutable/Functional data structures for Python. MIT
-
GitHub (π¨βπ» 49 Β· π 100 Β· π¦ 74K Β· π 140 - 22% open Β· β±οΈ 30.11.2020):
git clone https://github.com/tobgu/pyrsistent
-
PyPi (π₯ 13M / month Β· π¦ 3.4K Β· β±οΈ 13.09.2020):
pip install pyrsistent
-
Conda (π₯ 4.1M Β· β±οΈ 08.01.2021):
conda install -c conda-forge pyrsistent
addict (π₯29 Β· β 2K) - The Python Dict that's better than heroin. MIT
-
GitHub (π¨βπ» 31 Β· π 120 Β· π₯ 14 Β· π¦ 1.3K Β· π 70 - 11% open Β· β±οΈ 05.01.2021):
git clone https://github.com/mewwts/addict
-
PyPi (π₯ 1.6M / month Β· π¦ 370 Β· β±οΈ 21.11.2020):
pip install addict
-
Conda (π₯ 180K Β· β±οΈ 11.10.2020):
conda install -c conda-forge addict
python-sortedcontainers (π₯28 Β· β 2.1K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
munch (π₯27 Β· β 460) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
python-box (π₯25 Β· β 1.6K) - Python dictionaries with advanced dot notation access. MIT
-
GitHub (π¨βπ» 1 Β· π 68 Β· π₯ 28 Β· π¦ 1.2K Β· π 120 - 13% open Β· β±οΈ 13.02.2021):
git clone https://github.com/cdgriffith/Box
-
PyPi (π₯ 280K / month Β· π¦ 250 Β· β±οΈ 13.02.2021):
pip install python-box
-
Conda (π₯ 68K Β· β±οΈ 13.02.2021):
conda install -c conda-forge python-box
immutables (π₯25 Β· β 820) - A high-performance immutable mapping type for Python. Apache-2
-
GitHub (π¨βπ» 10 Β· π 35 Β· π¦ 1.5K Β· π 32 - 31% open Β· β±οΈ 10.02.2021):
git clone https://github.com/MagicStack/immutables
-
PyPi (π₯ 550K / month Β· π¦ 100 Β· β±οΈ 10.02.2021):
pip install immutables
-
Conda (π₯ 490K Β· β±οΈ 10.02.2021):
conda install -c conda-forge immutables
ordered-set (π₯24 Β· β 110 Β· π€) - A mutable set that remembers the order of its entries. One of.. MIT
-
GitHub (π¨βπ» 17 Β· π 31 Β· π¦ 2K Β· π 31 - 22% open Β· β±οΈ 17.06.2020):
git clone https://github.com/LuminosoInsight/ordered-set
-
PyPi (π₯ 1.1M / month Β· π¦ 310 Β· β±οΈ 17.06.2020):
pip install ordered-set
-
Conda (π₯ 65K Β· β±οΈ 18.06.2020):
conda install -c conda-forge ordered-set
pydantic (π₯32 Β· β 5.6K) - Data parsing and validation using Python type hints. MIT
-
GitHub (π¨βπ» 200 Β· π 500 Β· π¦ 14K Β· π 1.4K - 17% open Β· β±οΈ 03.03.2021):
git clone https://github.com/samuelcolvin/pydantic
-
PyPi (π₯ 2.2M / month Β· π¦ 390 Β· β±οΈ 03.03.2021):
pip install pydantic
-
Conda (π₯ 480K Β· β±οΈ 04.03.2021):
conda install -c conda-forge pydantic
jsonschema (π₯31 Β· β 3.1K) - An(other) implementation of JSON Schema for Python. MIT
-
GitHub (π¨βπ» 84 Β· π 440 Β· π¦ 140K Β· π 570 - 12% open Β· β±οΈ 03.03.2021):
git clone https://github.com/Julian/jsonschema
-
PyPi (π₯ 13M / month Β· π¦ 31K Β· β±οΈ 18.11.2019):
pip install jsonschema
-
Conda (π₯ 5.7M Β· β±οΈ 04.03.2021):
conda install -c conda-forge jsonschema
voluptuous (π₯31 Β· β 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
-
GitHub (π¨βπ» 86 Β· π 190 Β· π¦ 3.1K Β· π 230 - 16% open Β· β±οΈ 19.02.2021):
git clone https://github.com/alecthomas/voluptuous
-
PyPi (π₯ 550K / month Β· π¦ 2.2K Β· β±οΈ 06.12.2020):
pip install voluptuous
-
Conda (π₯ 92K Β· β±οΈ 30.12.2020):
conda install -c conda-forge voluptuous
validators (π₯29 Β· β 460) - Python Data Validation for Humans. MIT
-
GitHub (π¨βπ» 38 Β· π 86 Β· π¦ 12K Β· π 120 - 72% open Β· β±οΈ 01.03.2021):
git clone https://github.com/kvesteri/validators
-
PyPi (π₯ 600K / month Β· π¦ 1.9K Β· β±οΈ 18.12.2020):
pip install validators
-
Conda (π₯ 12K Β· β±οΈ 18.12.2020):
conda install -c conda-forge validators
param (π₯26 Β· β 200) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
strictyaml (π₯24 Β· β 830) - Type-safe YAML parser and validator. MIT
-
GitHub (π¨βπ» 16 Β· π 35 Β· π¦ 240 Β· π 110 - 47% open Β· β±οΈ 18.01.2021):
git clone https://github.com/crdoconnor/strictyaml
-
PyPi (π₯ 15K / month Β· π¦ 50 Β· β±οΈ 18.01.2021):
pip install strictyaml
-
Conda (π₯ 54K Β· β±οΈ 19.01.2021):
conda install -c conda-forge strictyaml
typical (π₯14 Β· β 110) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
Show 2 hidden projects...
- schematics (π₯28 Β· β 2.4K Β· π) - Python Data Structures for Humans.
BSD-3
- valideer (π₯18 Β· β 240 Β· π) - Lightweight data validation and adaptation Python library.
MIT
transitions (π₯29 Β· β 3.5K) - A lightweight, object-oriented finite state machine implementation.. MIT
-
GitHub (π¨βπ» 63 Β· π 420 Β· π¦ 1.5K Β· π 370 - 3% open Β· β±οΈ 11.03.2021):
git clone https://github.com/pytransitions/transitions
-
PyPi (π₯ 97K / month Β· π¦ 350 Β· β±οΈ 13.02.2021):
pip install transitions
-
Conda (π₯ 14K Β· β±οΈ 14.02.2021):
conda install -c conda-forge transitions
algorithms (π₯27 Β· β 19K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
python-dateutil (π₯35 Β· β 1.5K) - Useful extensions to the standard Python datetime features. Apache-2
-
GitHub (π¨βπ» 120 Β· π 350 Β· π₯ 34K Β· π 600 - 43% open Β· β±οΈ 28.09.2020):
git clone https://github.com/dateutil/dateutil
-
PyPi (π₯ 44M / month Β· π¦ 120K Β· β±οΈ 03.11.2019):
pip install python-dateutil
-
Conda (π₯ 14M Β· β±οΈ 03.11.2019):
conda install -c conda-forge python-dateutil
dateparser (π₯32 Β· β 1.7K) - python parser for human readable dates. BSD-3
-
GitHub (π¨βπ» 100 Β· π 350 Β· π¦ 5.6K Β· π 510 - 41% open Β· β±οΈ 19.02.2021):
git clone https://github.com/scrapinghub/dateparser
-
PyPi (π₯ 670K / month Β· π¦ 1.4K Β· β±οΈ 29.10.2020):
pip install dateparser
-
Conda (π₯ 40K Β· β±οΈ 29.10.2020):
conda install -c conda-forge dateparser
holidays (π₯29 Β· β 530) - Generate and work with holidays in Python. MIT
-
GitHub (π¨βπ» 130 Β· π 230 Β· π₯ 150 Β· π¦ 2.6K Β· π 200 - 12% open Β· β±οΈ 04.02.2021):
git clone https://github.com/dr-prodigy/python-holidays
-
PyPi (π₯ 950K / month Β· π¦ 560 Β· β±οΈ 04.02.2021):
pip install holidays
-
Conda (π₯ 490K Β· β±οΈ 05.02.2021):
conda install -c conda-forge holidays
tzlocal (π₯27 Β· β 130) - A Python module that tries to figure out what your local timezone is. MIT
parsedatetime (π₯25 Β· β 590 Β· π€) - Parse human-readable date/time strings. Apache-2
-
GitHub (π¨βπ» 49 Β· π 100 Β· π¦ 2.9K Β· π 160 - 40% open Β· β±οΈ 31.05.2020):
git clone https://github.com/bear/parsedatetime
-
PyPi (π₯ 420K / month Β· π¦ 2.3K Β· β±οΈ 31.05.2020):
pip install parsedatetime
-
Conda (π₯ 81K Β· β±οΈ 10.06.2020):
conda install -c conda-forge parsedatetime
watchdog (π₯33 Β· β 4.6K) - Python library and shell utilities to monitor filesystem events. Apache-2
-
GitHub (π¨βπ» 110 Β· π 550 Β· π¦ 31K Β· π 500 - 26% open Β· β±οΈ 27.02.2021):
git clone https://github.com/gorakhargosh/watchdog
-
PyPi (π₯ 1.2M / month Β· π¦ 14K Β· β±οΈ 22.02.2021):
pip install watchdog
-
Conda (π₯ 410K Β· β±οΈ 22.02.2021):
conda install -c conda-forge watchdog
appdirs (π₯31 Β· β 700) - A small Python module for determining appropriate platform-specific dirs,.. MIT
pyfilesystem2 (π₯27 Β· β 1.2K) - Python's Filesystem abstraction layer. MIT
scandir (π₯27 Β· β 470) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
Show 3 hidden projects...
future (π₯34 Β· β 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
-
GitHub (π¨βπ» 100 Β· π 260 Β· π¦ 130K Β· π 380 - 48% open Β· β±οΈ 27.11.2020):
git clone https://github.com/PythonCharmers/python-future
-
PyPi (π₯ 13M / month Β· π¦ 28K Β· β±οΈ 31.10.2019):
pip install future
-
Conda (π₯ 3.3M Β· β±οΈ 08.01.2021):
conda install -c conda-forge future
typing (π₯30 Β· β 880) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0
dataclasses (π₯26 Β· β 490) - A backport of the dataclasses module for Python 3.6. Apache-2
-
GitHub (π¨βπ» 11 Β· π 40 Β· π¦ 12K Β· π 120 - 9% open Β· β±οΈ 13.11.2020):
git clone https://github.com/ericvsmith/dataclasses
-
PyPi (π₯ 2.5M / month Β· π¦ 950 Β· β±οΈ 13.11.2020):
pip install dataclasses
-
Conda (π₯ 1M Β· β±οΈ 08.03.2021):
conda install -c conda-forge dataclasses
Show 3 hidden projects...
- futures (π₯27 Β· β 210 Β· π) - Backport of the concurrent.futures package to Python 2.6 and 2.7.
Python-2.0
- pathlib2 (π₯26 Β· β 63 Β· π) - Backport of pathlib aiming to support the full stdlib Python API. As..
MIT
- contextlib2 (π₯24 Β· β 31) - contextlib2 is a backport of the standard library's contextlib..
βοΈpsfrag
pycryptodomex (π₯34 Β· β 1.5K) - A self-contained cryptographic library for Python. BSD-3
-
GitHub (π¨βπ» 100 Β· π 280 Β· π¦ 23K Β· π 400 - 12% open Β· β±οΈ 20.02.2021):
git clone https://github.com/Legrandin/pycryptodome
-
PyPi (π₯ 3.6M / month Β· π¦ 1.5K Β· β±οΈ 09.02.2021):
pip install pycryptodomex
-
Conda (π₯ 340K Β· β±οΈ 10.02.2021):
conda install -c conda-forge pycryptodomex
cryptography (π₯33 Β· β 4K) - cryptography is a package designed to expose cryptographic.. BSD-3
-
GitHub (π¨βπ» 230 Β· π 830 Β· π¦ 150K Β· π 1.7K - 2% open Β· β±οΈ 11.03.2021):
git clone https://github.com/pyca/cryptography
-
PyPi (π₯ 23M / month Β· π¦ 34K Β· β±οΈ 16.02.2021):
pip install cryptography
-
Conda (π₯ 11M Β· β±οΈ 10.03.2021):
conda install -c conda-forge cryptography
asn1crypto (π₯30 Β· β 220) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
bcrypt (π₯27 Β· β 720) - Modern(-ish) password hashing for your software and your servers. Apache-2
tink (π₯26 Β· β 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
awscli (π₯38 Β· β 11K) - Universal Command Line Interface for Amazon Web Services. Apache-2
-
GitHub (π¨βπ» 330 Β· π 2.5K Β· π₯ 570 Β· π¦ 20K Β· π 3.6K - 19% open Β· β±οΈ 10.03.2021):
git clone https://github.com/aws/aws-cli
-
PyPi (π₯ 24M / month Β· π¦ 5.4K Β· β±οΈ 08.03.2021):
pip install awscli
-
Conda (π₯ 6.3M Β· β±οΈ 11.03.2021):
conda install -c conda-forge awscli
docker-compose (π₯36 Β· β 22K) - Define and run multi-container applications with Docker. Apache-2
-
GitHub (π¨βπ» 410 Β· π 3.7K Β· π₯ 150M Β· π¦ 6.2K Β· π 5.4K - 9% open Β· β±οΈ 11.03.2021):
git clone https://github.com/docker/compose
-
PyPi (π₯ 770K / month Β· π¦ 2.2K Β· β±οΈ 18.02.2021):
pip install docker-compose
-
Conda (π₯ 86K Β· β±οΈ 26.02.2021):
conda install -c conda-forge docker-compose
ansible (π₯34 Β· β 47K) - Ansible is a radically simple IT automation platform that makes your.. βοΈGPL-3.0
paramiko (π₯34 Β· β 6.8K) - The leading native Python SSHv2 protocol library. βοΈLGPL-2.1
-
GitHub (π¨βπ» 160 Β· π 1.7K Β· π¦ 39K Β· π 1.4K - 59% open Β· β±οΈ 12.02.2021):
git clone https://github.com/paramiko/paramiko
-
PyPi (π₯ 7.3M / month Β· π¦ 23K Β· β±οΈ 30.08.2020):
pip install paramiko
-
Conda (π₯ 790K Β· β±οΈ 01.09.2020):
conda install -c conda-forge paramiko
kubernetes (π₯32 Β· β 3.5K) - Official Python client library for kubernetes. Apache-2
-
GitHub (π¨βπ» 84 Β· π 2K Β· π¦ 9.5K Β· π 880 - 11% open Β· β±οΈ 02.03.2021):
git clone https://github.com/kubernetes-client/python
-
PyPi (π₯ 1.7M / month Β· π¦ 1.4K Β· β±οΈ 13.11.2020):
pip install kubernetes
-
Conda (π₯ 210K Β· β±οΈ 13.08.2020):
conda install -c conda-forge kubernetes
pyinfra (π₯23 Β· β 1.2K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
Show 4 hidden projects...
- fabtools (π₯24 Β· β 1.2K Β· π) - Tools for writing awesome Fabric files.
BSD-2
- parallel-ssh (π₯23 Β· β 860) - Asynchronous parallel SSH client library.
βοΈLGPL-2.1
- storm (π₯22 Β· β 3.8K Β· π) - Manage your SSH like a boss.
MIT
- wssh (π₯14 Β· β 1.3K Β· π) - SSH to WebSockets Bridge.
MIT
pexpect (π₯34 Β· β 2K Β· π€) - A Python module for controlling interactive programs in a pseudo-.. ISC
-
GitHub (π¨βπ» 91 Β· π 420 Β· π₯ 3.9K Β· π¦ 120K Β· π 420 - 39% open Β· β±οΈ 16.05.2020):
git clone https://github.com/pexpect/pexpect
-
PyPi (π₯ 10M / month Β· π¦ 31K Β· β±οΈ 21.01.2020):
pip install pexpect
-
Conda (π₯ 4.3M Β· β±οΈ 12.10.2020):
conda install -c conda-forge pexpect
supervisor (π₯32 Β· β 6.7K Β· π) - Supervisor process control system for UNIX. βοΈRepoze Public License
-
GitHub (π¨βπ» 150 Β· π 1.1K Β· π¦ 5.7K Β· π 1K - 12% open Β· β±οΈ 27.02.2021):
git clone https://github.com/Supervisor/supervisor
-
PyPi (π₯ 430K / month Β· π¦ 3.8K Β· β±οΈ 26.02.2021):
pip install supervisor
-
Conda (π₯ 140K Β· β±οΈ 04.03.2021):
conda install -c conda-forge supervisor
ptyprocess (π₯28 Β· β 120) - Run a subprocess in a pseudo terminal. ISC
uvloop (π₯33 Β· β 7.6K) - Ultra fast asyncio event loop. MIT
-
GitHub (π¨βπ» 41 Β· π 450 Β· π₯ 310 Β· π¦ 20K Β· π 240 - 14% open Β· β±οΈ 19.02.2021):
git clone https://github.com/MagicStack/uvloop
-
PyPi (π₯ 9M / month Β· π¦ 2.4K Β· β±οΈ 19.02.2021):
pip install uvloop
-
Conda (π₯ 270K Β· β±οΈ 19.02.2021):
conda install -c conda-forge uvloop
greenlet (π₯32 Β· β 1.2K) - Lightweight in-process concurrent programming. MIT
-
GitHub (π¨βπ» 55 Β· π 200 Β· π¦ 53K Β· π 130 - 9% open Β· β±οΈ 18.01.2021):
git clone https://github.com/python-greenlet/greenlet
-
PyPi (π₯ 2.3M / month Β· π¦ 20K Β· β±οΈ 13.01.2021):
pip install greenlet
-
Conda (π₯ 430K Β· β±οΈ 11.01.2021):
conda install -c conda-forge greenlet
Show 1 hidden projects...
python-decouple (π₯29 Β· β 1.7K) - Strict separation of config from code. MIT
-
GitHub (π¨βπ» 21 Β· π 130 Β· π¦ 33K Β· π 64 - 25% open Β· β±οΈ 05.01.2021):
git clone https://github.com/henriquebastos/python-decouple
-
PyPi (π₯ 120K / month Β· π¦ 6K Β· β±οΈ 05.01.2021):
pip install python-decouple
-
Conda (π₯ 15K Β· β±οΈ 05.01.2021):
conda install -c conda-forge python-decouple
omegaconf (π₯25 Β· β 620) - Flexible Python configuration system. The last one you will ever need. BSD-3
hydra (π₯24 Β· β 3.9K) - Hydra is a framework for elegantly configuring complex applications. MIT
python-prompt-toolkit (π₯35 Β· β 6.9K) - Library for building powerful interactive command.. BSD-3
python-fire (π₯33 Β· β 19K) - Python Fire is a library for automatically generating command.. Apache-2
rich (π₯32 Β· β 24K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
wcwidth (π₯30 Β· β 200 Β· π€) - Python library that measures the width of unicode strings rendered to.. MIT
argcomplete (π₯29 Β· β 940) - Python and tab completion, better together. Apache-2
-
GitHub (π¨βπ» 53 Β· π 99 Β· π₯ 130 Β· π¦ 8.9K Β· π 180 - 19% open Β· β±οΈ 09.02.2021):
git clone https://github.com/kislyuk/argcomplete
-
PyPi (π₯ 1.7M / month Β· π¦ 2.8K Β· β±οΈ 24.11.2020):
pip install argcomplete
-
Conda (π₯ 170K Β· β±οΈ 24.11.2020):
conda install -c conda-forge argcomplete
blessings (π₯28 Β· β 1.2K) - A thin, practical wrapper around terminal capabilities in Python. MIT
ConfigArgParse (π₯27 Β· β 470) - A drop-in replacement for argparse that allows options to also be.. MIT
-
GitHub (π¨βπ» 43 Β· π 83 Β· π¦ 4.7K Β· π 160 - 34% open Β· β±οΈ 04.03.2021):
git clone https://github.com/bw2/ConfigArgParse
-
PyPi (π₯ 440K / month Β· π¦ 2.3K Β· β±οΈ 14.02.2021):
pip install configargparse
-
Conda (π₯ 170K Β· β±οΈ 15.02.2021):
conda install -c conda-forge configargparse
asciimatics (π₯26 Β· β 2.6K) - A cross platform package to do curses-like operations, plus.. Apache-2
-
GitHub (π¨βπ» 31 Β· π 200 Β· π¦ 440 Β· π 240 - 9% open Β· β±οΈ 06.03.2021):
git clone https://github.com/peterbrittain/asciimatics
-
PyPi (π₯ 3.5K / month Β· π¦ 120 Β· β±οΈ 15.11.2020):
pip install asciimatics
-
Conda (π₯ 55K Β· β±οΈ 12.01.2021):
conda install -c conda-forge asciimatics
cleo (π₯24 Β· β 700) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
Typer (π₯22 Β· β 4.8K Β· π€) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
colout (π₯15 Β· β 1K Β· π€) - Color text streams with a polished command line interface. βοΈGPL-3.0
Show 3 hidden projects...
πΒ best-of-python-dev ( β 240 Β· π£) - A ranked list of awesome python developer tools and libraries...
cachetools (π₯29 Β· β 910) - Extensible memoizing collections and decorators. MIT
pylibmc (π₯27 Β· β 440) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
πΒ best-of-web-python - Web UI ( β 1.1K Β· π£) - Collection of libraries to implement web-based UIs.
kivy (π₯34 Β· β 13K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
Gooey (π₯27 Β· β 11K) - Turn (almost) any Python command line program into a full GUI application.. MIT
PySimpleGUI (π₯27 Β· β 5.8K) - PySimpleGUI is a Python package that enables Python.. βοΈLGPL-3.0
-
GitHub (π¨βπ» 18 Β· π 940 Β· π¦ 2K Β· π 2K - 33% open Β· β±οΈ 11.03.2021):
git clone https://github.com/PySimpleGUI/PySimpleGUI
-
PyPi (π₯ 22K / month Β· π¦ 82 Β· β±οΈ 18.01.2021):
pip install pysimplegui
-
Conda (π₯ 24K Β· β±οΈ 19.01.2021):
conda install -c conda-forge pysimplegui
Eel (π₯27 Β· β 4.2K Β· π€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
DearPyGui (π₯26 Β· β 4.7K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
πΒ caer ( β 4.3K Β· π£) - Collection of computer vision and image processing libraries.
πΒ best-of-ml-python ( β 4.3K Β· π£) - A ranked list of awesome machine learning Python libraries. Updated..
chardet (π₯35 Β· β 1.5K) - Python character encoding detector. βοΈLGPL-2.1
python-slugify (π₯28 Β· β 1K Β· π€) - Returns unicode slugs. MIT
-
GitHub (π¨βπ» 27 Β· π 80 Β· π¦ 15K Β· π 48 - 4% open Β· β±οΈ 30.06.2020):
git clone https://github.com/un33k/python-slugify
-
PyPi (π₯ 1.1M / month Β· π¦ 4.3K Β· β±οΈ 30.06.2020):
pip install python-slugify
-
Conda (π₯ 240K Β· β±οΈ 01.07.2020):
conda install -c conda-forge python-slugify
price-parser (π₯22 Β· β 180) - Extract price amount and currency symbol from a raw text string. BSD-3
Show 1 hidden projects...
- awesome-slugify (π₯22 Β· β 460 Β· π) - Python flexible slugify function.
βοΈGPL-3.0
πΒ best-of-web-python ( β 1.1K Β· π£) - A ranked list of awesome python libraries for web development...
Libraries for connecting to, operating, and querying databases.
SQLAlchemy (π₯36 Β· β 3.4K) - The Database Toolkit for Python. MIT
-
GitHub (π¨βπ» 460 Β· π 530 Β· π₯ 1.7K Β· π¦ 250K Β· π 5.7K - 2% open Β· β±οΈ 09.03.2021):
git clone https://github.com/sqlalchemy/sqlalchemy
-
PyPi (π₯ 9.3M / month Β· π¦ 84K Β· β±οΈ 15.02.2021):
pip install SQLAlchemy
-
Conda (π₯ 3.3M Β· β±οΈ 02.02.2021):
conda install -c conda-forge sqlalchemy
google-cloud-storage (π₯35 Β· β 3.5K) - Google Cloud Client Library for Python. Apache-2
-
GitHub (π¨βπ» 310 Β· π 1.3K Β· π 3.3K - 0% open Β· β±οΈ 01.02.2021):
git clone https://github.com/googleapis/google-cloud-python
-
PyPi (π₯ 13M / month Β· π¦ 2.1K Β· β±οΈ 23.02.2021):
pip install google-cloud-storage
-
Conda (π₯ 660K Β· β±οΈ 06.01.2021):
conda install -c conda-forge google-cloud-storage
elasticsearch (π₯35 Β· β 3.1K) - Official Python low-level client for Elasticsearch. Apache-2
-
GitHub (π¨βπ» 170 Β· π 970 Β· π₯ 240 Β· π¦ 20K Β· π 860 - 7% open Β· β±οΈ 01.03.2021):
git clone https://github.com/elastic/elasticsearch-py
-
PyPi (π₯ 13M / month Β· π¦ 11K Β· β±οΈ 10.02.2021):
pip install elasticsearch
-
Conda (π₯ 360K Β· β±οΈ 11.02.2021):
conda install -c conda-forge elasticsearch
python-bigquery (π₯34 Β· β 3.5K) - Google BigQuery API client library. Apache-2
MongoEngine (π₯34 Β· β 3.4K) - A Python Object-Document-Mapper for working with MongoDB. MIT
-
GitHub (π¨βπ» 360 Β· π 1.1K Β· π¦ 13K Β· π 1.5K - 22% open Β· β±οΈ 09.03.2021):
git clone https://github.com/MongoEngine/mongoengine
-
PyPi (π₯ 380K / month Β· π¦ 6.7K Β· β±οΈ 16.12.2020):
pip install mongoengine
-
Conda (π₯ 110K Β· β±οΈ 17.12.2020):
conda install -c conda-forge mongoengine
azure-storage-blob (π₯34 Β· β 1.8K Β· π) - This repository is for active development of the Azure.. MIT
-
GitHub (π¨βπ» 310 Β· π 1.2K Β· π¦ 1.5K Β· π 4.6K - 19% open Β· β±οΈ 11.03.2021):
git clone https://github.com/Azure/azure-sdk-for-python
-
PyPi (π₯ 9.9M / month Β· π¦ 380 Β· β±οΈ 02.03.2021):
pip install azure-storage-blob
-
Conda (π₯ 170K Β· β±οΈ 02.03.2021):
conda install -c conda-forge azure-storage-blob
kafka-python (π₯33 Β· β 4.3K) - Python client for Apache Kafka. Apache-2
-
GitHub (π¨βπ» 200 Β· π 1.1K Β· π₯ 1.7K Β· π¦ 6.1K Β· π 1.3K - 12% open Β· β±οΈ 22.02.2021):
git clone https://github.com/dpkp/kafka-python
-
PyPi (π₯ 1.6M / month Β· π¦ 2K Β· β±οΈ 30.09.2020):
pip install kafka-python
-
Conda (π₯ 240K Β· β±οΈ 30.09.2020):
conda install -c conda-forge kafka-python
google-cloud-bigtable (π₯31 Β· β 3.5K) - Google Cloud Bigtable API client library. Apache-2
-
GitHub (π¨βπ» 53 Β· π 1.3K Β· π¦ 1.3K Β· π 55 - 18% open Β· β±οΈ 08.03.2021):
git clone https://github.com/googleapis/python-bigtable
-
PyPi (π₯ 470K / month Β· π¦ 400 Β· β±οΈ 09.02.2021):
pip install google-cloud-bigtable
-
Conda (π₯ 24K Β· β±οΈ 25.02.2021):
conda install -c conda-forge google-cloud-bigtable
Prometheus Client (π₯31 Β· β 2.1K) - Prometheus instrumentation library for Python.. Apache-2
-
GitHub (π¨βπ» 100 Β· π 520 Β· π 320 - 8% open Β· β±οΈ 25.02.2021):
git clone https://github.com/prometheus/client_python
-
PyPi (π₯ 10M / month Β· π¦ 3.7K Β· β±οΈ 20.06.2019):
pip install prometheus_client
-
Conda (π₯ 2.6M Β· β±οΈ 16.11.2020):
conda install -c conda-forge prometheus_client
Cassandra Driver (π₯31 Β· β 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2
Elasticsearch DSL (π₯30 Β· β 3.2K) - High level Python client for Elasticsearch. Apache-2
confluent-kafka-python (π₯30 Β· β 2.2K) - Confluent's Kafka Python Client. Apache-2
mysqlclient (π₯30 Β· β 1.9K) - MySQL database connector for Python (with Python 3 support). βοΈGPL-2.0
-
GitHub (π¨βπ» 64 Β· π 310 Β· π₯ 5.2K Β· π 260 - 3% open Β· β±οΈ 08.01.2021):
git clone https://github.com/PyMySQL/mysqlclient
-
PyPi (π₯ 1.8M / month Β· π¦ 14K Β· β±οΈ 01.01.2021):
pip install mysqlclient
-
Conda (π₯ 67K Β· β±οΈ 04.01.2021):
conda install -c conda-forge mysqlclient
Motor (π₯30 Β· β 1.7K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
influxdb (π₯30 Β· β 1.5K) - Python client for InfluxDB. MIT
-
GitHub (π¨βπ» 130 Β· π 490 Β· π¦ 4.1K Β· π 500 - 27% open Β· β±οΈ 31.12.2020):
git clone https://github.com/influxdata/influxdb-python
-
PyPi (π₯ 800K / month Β· π¦ 2.1K Β· β±οΈ 11.11.2020):
pip install influxdb
-
Conda (π₯ 11K Β· β±οΈ 12.11.2020):
conda install -c conda-forge influxdb
SQLAlchemy-Utils (π₯30 Β· β 750) - Various utility functions and datatypes for SQLAlchemy. BSD-3
-
GitHub (π¨βπ» 92 Β· π 220 Β· π¦ 9.5K Β· π 320 - 55% open Β· β±οΈ 27.09.2020):
git clone https://github.com/kvesteri/sqlalchemy-utils
-
PyPi (π₯ 740K / month Β· π¦ 3.4K Β· β±οΈ 08.07.2020):
pip install sqlalchemy-utils
-
Conda (π₯ 290K Β· β±οΈ 23.02.2021):
conda install -c conda-forge sqlalchemy-utils
s3transfer (π₯30 Β· β 110) - Amazon S3 Transfer Manager for Python. Apache-2
Ibis (π₯29 Β· β 1.5K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
-
GitHub (π¨βπ» 72 Β· π 250 Β· π¦ 150 Β· π 1.5K - 35% open Β· β±οΈ 10.03.2021):
git clone https://github.com/ibis-project/ibis
-
PyPi (π₯ 81K / month Β· π¦ 48 Β· β±οΈ 11.11.2020):
pip install ibis-framework
-
Conda (π₯ 170K Β· β±οΈ 13.11.2020):
conda install -c conda-forge ibis-framework
pandas-gbq (π₯29 Β· β 240) - Pandas Google BigQuery. BSD-3
-
GitHub (π¨βπ» 29 Β· π 85 Β· π₯ 200 Β· π¦ 2K Β· π 190 - 16% open Β· β±οΈ 19.01.2021):
git clone https://github.com/pydata/pandas-gbq
-
PyPi (π₯ 5.8M / month Β· π¦ 430 Β· β±οΈ 10.11.2020):
pip install pandas-gbq
-
Conda (π₯ 670K Β· β±οΈ 11.11.2020):
conda install -c conda-forge pandas-gbq
dataset (π₯28 Β· β 4K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
PyPika (π₯28 Β· β 1.1K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
py2neo (π₯28 Β· β 980) - Py2neo is a comprehensive toolkit for working with Neo4j from within.. Apache-2
redis-py-cluster (π₯28 Β· β 930) - Python cluster client for the official redis cluster. Redis.. MIT
libcloud (π₯27 Β· β 1.7K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
cx-Oracle (π₯26 Β· β 710) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
HappyBase (π₯25 Β· β 560) - A developer-friendly Python library to interact with Apache HBase. MIT
-
GitHub (π¨βπ» 19 Β· π 150 Β· π¦ 460 Β· π 210 - 14% open Β· β±οΈ 08.02.2021):
git clone https://github.com/python-happybase/happybase
-
PyPi (π₯ 25K / month Β· π¦ 420 Β· β±οΈ 14.05.2019):
pip install happybase
-
Conda (π₯ 52K Β· β±οΈ 01.07.2019):
conda install -c conda-forge happybase
cloudant (π₯25 Β· β 160) - A Python library for Cloudant and CouchDB. Apache-2
-
GitHub (π¨βπ» 27 Β· π 48 Β· π¦ 1.3K Β· π 240 - 0% open Β· β±οΈ 10.02.2021):
git clone https://github.com/cloudant/python-cloudant
-
PyPi (π₯ 31K / month Β· π¦ 530 Β· β±οΈ 18.08.2020):
pip install cloudant
-
Conda (π₯ 74K Β· β±οΈ 18.05.2019):
conda install -c conda-forge cloudant
AWS Data Wrangler (π₯23 Β· β 1.5K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
pandas
neo4j-driver (π₯23 Β· β 600) - Neo4j Bolt driver for Python. Apache-2
PyMODM (π₯21 Β· β 310) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
ODMantic (π₯17 Β· β 230) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC
Show 6 hidden projects...
- psycopg2 (π₯35 Β· β 2.1K) - PostgreSQL database adapter for the Python..
βοΈBSD-3-Clause-Attribution
- mongo-connector (π₯25 Β· β 1.8K Β· π) - MongoDB data stream pipeline tools by YouGov (adopted..
Apache-2
- pyhdb (π₯21 Β· β 290 Β· π) - SAP HANA Connector in pure Python.
Apache-2
- db.py (π₯20 Β· β 1.2K Β· π) - db.py is an easier way to interact with your databases.
BSD-2
- lazydata (π₯16 Β· β 630 Β· π) - Lazydata: Scalable data dependencies for Python projects.
Apache-2
- SuperSQLite (π₯14 Β· β 660 Β· π) - A supercharged SQLite library for Python.
MIT
XlsxWriter (π₯33 Β· β 2.5K) - A Python module for creating Excel XLSX files. BSD-3
-
GitHub (π¨βπ» 43 Β· π 510 Β· π¦ 33K Β· π 700 - 2% open Β· β±οΈ 07.01.2021):
git clone https://github.com/jmcnamara/XlsxWriter
-
PyPi (π₯ 2.7M / month Β· π¦ 6.2K Β· β±οΈ 13.10.2020):
pip install xlsxwriter
-
Conda (π₯ 1M Β· β±οΈ 13.10.2020):
conda install -c conda-forge xlsxwriter
typing_inspect (π₯22 Β· β 190) - Runtime inspection utilities for Python typing module. MIT
-
GitHub (π¨βπ» 10 Β· π 14 Β· π 41 - 43% open Β· β±οΈ 25.02.2021):
git clone https://github.com/ilevkivskyi/typing_inspect
-
PyPi (π₯ 2.4M / month Β· π¦ 80 Β· β±οΈ 02.05.2020):
pip install typing_inspect
-
Conda (π₯ 99K Β· β±οΈ 06.05.2020):
conda install -c conda-forge typing_inspect
Show 2 hidden projects...
- entrypoints (π₯24 Β· β 61 Β· π€) - Discover and load entry points from installed packages.
MIT
- importlib-resources (π₯17 Β· β 7 Β· π£) - Read resources from Python packages.
Apache-2
more-itertools (π₯34 Β· β 1.8K) - More routines for operating on iterables, beyond itertools. MIT
-
GitHub (π¨βπ» 67 Β· π 160 Β· π₯ 2K Β· π¦ 98K Β· π 150 - 5% open Β· β±οΈ 06.03.2021):
git clone https://github.com/more-itertools/more-itertools
-
PyPi (π₯ 5.4M / month Β· π¦ 15K Β· β±οΈ 08.02.2021):
pip install more-itertools
-
Conda (π₯ 5M Β· β±οΈ 08.02.2021):
conda install -c conda-forge more-itertools
boltons (π₯29 Β· β 5.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
-
GitHub (π¨βπ» 69 Β· π 290 Β· π₯ 19 Β· π¦ 1.3K Β· π 130 - 30% open Β· β±οΈ 07.03.2021):
git clone https://github.com/mahmoud/boltons
-
PyPi (π₯ 380K / month Β· π¦ 490 Β· β±οΈ 12.08.2020):
pip install boltons
-
Conda (π₯ 410K Β· β±οΈ 12.08.2020):
conda install -c conda-forge boltons
returns (π₯24 Β· β 1.6K) - Make your functions return something meaningful, typed, and safe!. BSD-2
ubelt (π₯22 Β· β 560) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
Show 4 hidden projects...
- retrying (π₯26 Β· β 1.7K Β· π) - Retrying is an Apache 2.0 licensed general-purpose retrying..
Apache-2
- ratelimit (π₯23 Β· β 360 Β· π) - API Rate Limit Decorator.
MIT
- pampy (π₯21 Β· β 3.4K Β· π) - Pampy: The Pattern Matching for Python you always dreamed of.
MIT
- CommonRegex (π₯20 Β· β 1.4K Β· π) - A collection of common regular expressions bundled with an easy..
MIT
micropython (π₯25 Β· β 12K) - MicroPython - a lean and efficient Python implementation for.. MIT
-
GitHub (π¨βπ» 380 Β· π 4K Β· π₯ 15K Β· π 3.8K - 32% open Β· β±οΈ 11.03.2021):
git clone https://github.com/micropython/micropython
pyston (π₯16 Β· β 5K) - A faster and highly-compatible implementation of the Python programming.. Apache-2
-
GitHub (π¨βπ» 42 Β· π 310 Β· π₯ 4.7K Β· π 300 - 11% open Β· β±οΈ 28.10.2020):
git clone https://github.com/pyston/pyston
Show 3 hidden projects...
- grumpy (π₯16 Β· β 10K Β· π) - Grumpy is a Python to Go source code transcompiler and runtime.
Apache-2
- stackless (π₯15 Β· β 690 Β· π) - The Stackless Python programming language.
βUnlicensed
- cl-python (π₯11 Β· β 310 Β· π€) - An implementation of Python in Common Lisp.
βUnlicensed
cookiecutter (π₯33 Β· β 14K) - A command-line utility that creates projects from cookiecutters.. BSD-3
-
GitHub (π¨βπ» 250 Β· π 1.4K Β· π¦ 7.6K Β· π 670 - 30% open Β· β±οΈ 26.12.2020):
git clone https://github.com/cookiecutter/cookiecutter
-
PyPi (π₯ 420K / month Β· π¦ 2.3K Β· β±οΈ 21.04.2020):
pip install cookiecutter
-
Conda (π₯ 140K Β· β±οΈ 26.04.2020):
conda install -c conda-forge cookiecutter
wrapt (π₯31 Β· β 1.5K Β· π€) - A Python module for decorators, wrappers and monkey patching. BSD-2
pyparsing (π₯31 Β· β 1K) - Python library for creating PEG parsers. MIT
-
GitHub (π¨βπ» 30 Β· π 160 Β· π₯ 5.1K Β· π¦ 280K Β· π 150 - 22% open Β· β±οΈ 03.01.2021):
git clone https://github.com/pyparsing/pyparsing
-
PyPi (π₯ 22M / month Β· π¦ 59K Β· β±οΈ 30.12.2020):
pip install pyparsing
-
Conda (π₯ 11M Β· β±οΈ 06.04.2020):
conda install -c conda-forge pyparsing
py4j (π₯30 Β· β 800) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
Send2Trash (π₯29 Β· β 170) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
-
GitHub (π¨βπ» 13 Β· π 30 Β· π¦ 74K Β· π 35 - 54% open Β· β±οΈ 29.01.2021):
git clone https://github.com/arsenetar/send2trash
-
PyPi (π₯ 6.8M / month Β· π¦ 5K Β· β±οΈ 19.06.2020):
pip install send2trash
-
Conda (π₯ 2.5M Β· β±οΈ 18.02.2018):
conda install -c conda-forge send2trash
pyscreenshot (π₯26 Β· β 390) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
python-mss (π₯24 Β· β 580) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
macropy (π₯22 Β· β 3.1K Β· π€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
Show 3 hidden projects...
- catalogue (π₯24 Β· β 74 Β· π€) - Super lightweight function registries for your library.
MIT
- powerline-shell (π₯23 Β· β 5.5K Β· π) - A beautiful and useful prompt for your shell.
MIT
- pluginbase (π₯23 Β· β 940 Β· π) - A simple but flexible plugin system for Python.
BSD-3
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
- best-of-ml-python: A ranked list of awesome machine learning Python libraries.
- best-of-web-python: A ranked list of awesome Python libraries for web development.
- best-of-python-dev: A ranked list of awesome Python developer tools and libraries.
- awesome-python: A curated list of awesome Python frameworks, libraries, software and resources.
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
- Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.