🏆 A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 300 awesome open-source projects with a total of 930K stars grouped into 26 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!
🧙♂️ Discover other best-of lists or create your own .📫 Subscribe to our newsletter for updates and trending projects.
🥇 🥈 🥉 Combined project-quality score⭐️ Star count from GitHub🐣 New project (less than 6 months old) 💤 Inactive project (6 months no activity) 💀 Dead project (12 months no activity) 📈 📉 Project is trending up or down➕ Project was recently added❗️ Warning (e.g. missing/risky license) 👨💻 Contributors count from GitHub🔀 Fork count from GitHub📋 Issue count from GitHub⏱️ Last update timestamp on package manager📥 Download count from package manager📦 Number of dependent projects
protobuf 🥇 41 · ⭐ 49K) - Protocol Buffers - Google's data interchange format. BSD-3
GitHub (👨💻 850 · 🔀 13K · 📥 27M · 📦 150K · 📋 4.7K - 26% open · ⏱️ 13.07.2021):
git clone https://github.com/protocolbuffers/protobuf
PyPi (📥 59M / month · 📦 25K · ⏱️ 08.06.2021):
Conda (📥 5.5M · ⏱️ 29.06.2021):
conda install -c conda-forge protobuf
flatbuffers 🥇 35 · ⭐ 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
GitHub (👨💻 500 · 🔀 2.5K · 📥 31K · 📦 950 · 📋 1.7K - 8% open · ⏱️ 12.07.2021):
git clone https://github.com/google/flatbuffers
PyPi (📥 5.4M / month · 📦 170 · ⏱️ 10.05.2021):
Conda (📥 250K · ⏱️ 11.05.2021):
conda install -c conda-forge flatbuffers
simplejson 🥈 34 · ⭐ 1.4K · 📈 ) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
GitHub (👨💻 36 · 🔀 300 · 📥 5.3K · 📦 66K · 📋 180 - 9% open · ⏱️ 09.07.2021):
git clone https://github.com/simplejson/simplejson
PyPi (📥 14M / month · 📦 39K · ⏱️ 09.07.2021):
Conda (📥 1.2M · ⏱️ 10.07.2021):
conda install -c conda-forge simplejson
marshmallow 🥈 32 · ⭐ 5.6K) - A lightweight library for converting complex objects to and from.. MIT
GitHub (👨💻 190 · 🔀 570 · 📦 30K · 📋 1.1K - 11% open · ⏱️ 06.07.2021):
git clone https://github.com/marshmallow-code/marshmallow
PyPi (📥 9.1M / month · 📦 18K · ⏱️ 06.07.2021):
Conda (📥 640K · ⏱️ 07.07.2021):
conda install -c conda-forge marshmallow
ultrajson 🥈 32 · ⭐ 3.3K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 msgpack 🥈 30 · ⭐ 1.5K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
GitHub (👨💻 69 · 🔀 190 · 📥 860 · 📦 46K · 📋 230 - 2% open · ⏱️ 18.03.2021):
git clone https://github.com/msgpack/msgpack-python
PyPi (📥 12M / month · 📦 2.6K · ⏱️ 18.12.2020):
Conda (📥 4.3M · ⏱️ 29.06.2021):
conda install -c conda-forge msgpack-python
dill 🥈 30 · ⭐ 1.4K) - serialize all of python. BSD-3
GitHub (👨💻 30 · 🔀 120 · 📥 240K · 📋 350 - 39% open · ⏱️ 13.07.2021):
git clone https://github.com/uqfoundation/dill
PyPi (📥 8.5M / month · 📦 5K · ⏱️ 13.06.2021):
Conda (📥 1.2M · ⏱️ 13.06.2021):
conda install -c conda-forge dill
cloudpickle 🥈 30 · ⭐ 970) - Extended pickling support for Python objects. BSD-3
GitHub (👨💻 46 · 🔀 110 · 📥 19 · 📦 39K · 📋 190 - 28% open · ⏱️ 01.07.2021):
git clone https://github.com/cloudpipe/cloudpickle
PyPi (📥 15M / month · 📦 4.1K · ⏱️ 25.08.2020):
Conda (📥 4.8M · ⏱️ 26.08.2020):
conda install -c conda-forge cloudpickle
orjson 🥉 28 · ⭐ 2.2K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
GitHub (👨💻 13 · 🔀 79 · 📦 2.7K · 📋 160 - 9% open · ⏱️ 08.07.2021):
git clone https://github.com/ijl/orjson
PyPi (📥 1.1M / month · 📦 28 · ⏱️ 08.07.2021):
Conda (📥 160K · ⏱️ 08.07.2021):
conda install -c conda-forge orjson
srsly 🥉 28 · ⭐ 220) - Modern high-performance serialization utilities for Python (JSON,.. MIT
GitHub (👨💻 11 · 🔀 22 · 📦 12K · 📋 21 - 9% open · ⏱️ 15.07.2021):
git clone https://github.com/explosion/srsly
PyPi (📥 2.5M / month · 📦 410 · ⏱️ 12.04.2021):
Conda (📥 460K · ⏱️ 12.04.2021):
conda install -c conda-forge srsly
jsonpickle 🥉 27 · ⭐ 950) - Python library for serializing any arbitrary object graph into JSON... BSD-3
GitHub (👨💻 62 · 🔀 140 · 📋 240 - 24% open · ⏱️ 03.07.2021):
git clone https://github.com/jsonpickle/jsonpickle
PyPi (📥 6.8M / month · 📦 3.3K · ⏱️ 08.02.2021):
Conda (📥 710K · ⏱️ 12.04.2021):
conda install -c conda-forge jsonpickle
python-rapidjson 🥉 26 · ⭐ 420) - Python wrapper around rapidjson. MIT
GitHub (👨💻 18 · 🔀 39 · 📦 1.4K · 📋 98 - 10% open · ⏱️ 25.06.2021):
git clone https://github.com/python-rapidjson/python-rapidjson
PyPi (📥 600K / month · 📦 290 · ⏱️ 25.06.2021):
pip install python-rapidjson
Conda (📥 560K · ⏱️ 25.06.2021):
conda install -c conda-forge python-rapidjson
pysimdjson 🥉 24 · ⭐ 460) - Python bindings for the simdjson project. MIT hickle 🥉 23 · ⭐ 380) - a HDF5-based python pickle replacement. MIT
GitHub (👨💻 21 · 🔀 62 · 📦 290 · 📋 94 - 9% open · ⏱️ 05.01.2021):
git clone https://github.com/telegraphic/hickle
PyPi (📥 5.2K / month · 📦 140 · ⏱️ 05.01.2021):
Conda (📥 16K · ⏱️ 11.07.2019):
conda install -c conda-forge hickle
Show 1 hidden projects...
pyasn1 🥈 30 · ⭐ 180 · 💀 ) - Generic ASN.1 library for Python. BSD-2
pyrsistent 🥇 34 · ⭐ 1.6K) - Persistent/Immutable/Functional data structures for Python. MIT
GitHub (👨💻 57 · 🔀 120 · 📦 94K · 📋 160 - 17% open · ⏱️ 28.06.2021):
git clone https://github.com/tobgu/pyrsistent
PyPi (📥 26M / month · 📦 3.4K · ⏱️ 28.06.2021):
Conda (📥 5.4M · ⏱️ 29.06.2021):
conda install -c conda-forge pyrsistent
multidict 🥇 30 · ⭐ 240) - The multidict implementation. Apache-2
GitHub (👨💻 36 · 🔀 61 · 📥 1.5K · 📋 120 - 8% open · ⏱️ 14.07.2021):
git clone https://github.com/aio-libs/multidict
PyPi (📥 32M / month · 📦 5.3K · ⏱️ 03.12.2020):
Conda (📥 2.3M · ⏱️ 29.06.2021):
conda install -c conda-forge multidict
python-sortedcontainers 🥈 28 · ⭐ 2.2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 addict 🥈 28 · ⭐ 2.1K) - The Python Dict that's better than heroin. MIT
GitHub (👨💻 31 · 🔀 130 · 📥 16 · 📦 1.7K · 📋 72 - 12% open · ⏱️ 05.01.2021):
git clone https://github.com/mewwts/addict
PyPi (📥 930K / month · 📦 370 · ⏱️ 21.11.2020):
Conda (📥 210K · ⏱️ 31.03.2021):
conda install -c conda-forge addict
python-box 🥈 26 · ⭐ 1.7K) - Python dictionaries with advanced dot notation access. MIT
GitHub (👨💻 1 · 🔀 70 · 📥 30 · 📦 1.5K · 📋 120 - 16% open · ⏱️ 13.02.2021):
git clone https://github.com/cdgriffith/Box
PyPi (📥 790K / month · 📦 250 · ⏱️ 13.02.2021):
Conda (📥 89K · ⏱️ 13.02.2021):
conda install -c conda-forge python-box
janus 🥈 26 · ⭐ 510) - Thread-safe asyncio-aware queue for Python. Apache-2
GitHub (👨💻 21 · 🔀 27 · 📦 1.1K · 📋 31 - 16% open · ⏱️ 15.07.2021):
git clone https://github.com/aio-libs/janus
PyPi (📥 100K / month · 📦 92 · ⏱️ 26.10.2020):
Conda (📥 6.5K · ⏱️ 02.11.2020):
conda install -c conda-forge janus
munch 🥈 26 · ⭐ 490) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
GitHub (👨💻 24 · 🔀 63 · 📋 34 - 20% open · ⏱️ 22.01.2021):
git clone https://github.com/Infinidat/munch
PyPi (📥 2M / month · 📦 1.1K · ⏱️ 09.03.2020):
Conda (📥 1.2M · ⏱️ 30.10.2019):
conda install -c conda-forge munch
bidict 🥉 25 · ⭐ 870) - The bidirectional mapping library for Python. MPL-2.0
GitHub (👨💻 11 · 🔀 42 · 📦 3.5K · 📋 45 - 4% open · ⏱️ 11.07.2021):
git clone https://github.com/jab/bidict
PyPi (📥 460K / month · 📦 560 · ⏱️ 07.09.2020):
Conda (📥 94K · ⏱️ 07.09.2020):
conda install -c conda-forge bidict
immutables 🥉 25 · ⭐ 850) - A high-performance immutable mapping type for Python. Apache-2
GitHub (👨💻 10 · 🔀 39 · 📦 2.2K · 📋 34 - 29% open · ⏱️ 10.02.2021):
git clone https://github.com/MagicStack/immutables
PyPi (📥 1.7M / month · 📦 100 · ⏱️ 10.02.2021):
Conda (📥 650K · ⏱️ 30.06.2021):
conda install -c conda-forge immutables
sqlitedict 🥉 25 · ⭐ 690) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
GitHub (👨💻 32 · 🔀 99 · 📦 1K · 📋 80 - 30% open · ⏱️ 30.01.2021):
git clone https://github.com/RaRe-Technologies/sqlitedict
PyPi (📥 120K / month · 📦 240 · ⏱️ 04.09.2020):
Conda (📥 12K · ⏱️ 30.09.2020):
conda install -c conda-forge sqlitedict
python-benedict 🥉 23 · ⭐ 250) - dict subclass with keylist/keypath support, normalized I/O.. MIT
GitHub (👨💻 2 · 🔀 16 · 📦 250 · 📋 52 - 13% open · ⏱️ 04.05.2021):
git clone https://github.com/fabiocaccamo/python-benedict
PyPi (📥 120K / month · ⏱️ 04.05.2021):
pip install python-benedict
Conda (📥 9.9K · ⏱️ 07.05.2021):
conda install -c conda-forge python-benedict
Show 3 hidden projects...
ordered-set 🥉 25 · ⭐ 120 · 💀 ) - A mutable set that remembers the order of its entries. One of.. MIT anytree 🥉 24 · ⭐ 570 · 💀 ) - Python tree data library. Apache-2 cleverdict 🥉 17 · ⭐ 83) - A JSON-friendly data structure which allows both object attributes and.. MIT
pydantic 🥇 34 · ⭐ 6.9K) - Data parsing and validation using Python type hints. MIT
GitHub (👨💻 220 · 🔀 610 · 📦 24K · 📋 1.5K - 21% open · ⏱️ 04.06.2021):
git clone https://github.com/samuelcolvin/pydantic
PyPi (📥 10M / month · 📦 390 · ⏱️ 11.05.2021):
Conda (📥 790K · ⏱️ 12.05.2021):
conda install -c conda-forge pydantic
jsonschema 🥇 32 · ⭐ 3.3K) - An(other) implementation of JSON Schema for Python. MIT
GitHub (👨💻 86 · 🔀 470 · 📦 160K · 📋 580 - 10% open · ⏱️ 13.07.2021):
git clone https://github.com/Julian/jsonschema
PyPi (📥 27M / month · 📦 31K · ⏱️ 09.07.2021):
Conda (📥 6.9M · ⏱️ 04.03.2021):
conda install -c conda-forge jsonschema
cerberus 🥇 32 · ⭐ 2.5K) - Lightweight, extensible data validation library for Python. ISC
GitHub (👨💻 62 · 🔀 210 · 📦 9.7K · 📋 320 - 10% open · ⏱️ 05.05.2021):
git clone https://github.com/pyeve/cerberus
PyPi (📥 3.1M / month · 📦 1.5K · ⏱️ 05.05.2021):
Conda (📥 140K · ⏱️ 02.12.2019):
conda install -c conda-forge cerberus
schema 🥈 30 · ⭐ 2.4K) - Schema validation just got Pythonic. MIT
GitHub (👨💻 61 · 🔀 170 · 📦 3K · 📋 140 - 52% open · ⏱️ 12.03.2021):
git clone https://github.com/keleshev/schema
PyPi (📥 950K / month · 📦 1K · ⏱️ 01.02.2021):
Conda (📥 30K · ⏱️ 01.02.2021):
conda install -c conda-forge schema
voluptuous 🥈 29 · ⭐ 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
GitHub (👨💻 86 · 🔀 190 · 📦 3.5K · 📋 230 - 17% open · ⏱️ 19.02.2021):
git clone https://github.com/alecthomas/voluptuous
PyPi (📥 1.1M / month · 📦 2.2K · ⏱️ 06.12.2020):
Conda (📥 120K · ⏱️ 30.12.2020):
conda install -c conda-forge voluptuous
validators 🥈 29 · ⭐ 510) - Python Data Validation for Humans. MIT
GitHub (👨💻 38 · 🔀 86 · 📦 18K · 📋 120 - 72% open · ⏱️ 01.03.2021):
git clone https://github.com/kvesteri/validators
PyPi (📥 1.7M / month · 📦 1.9K · ⏱️ 18.12.2020):
Conda (📥 21K · ⏱️ 18.12.2020):
conda install -c conda-forge validators
param 🥉 27 · ⭐ 220) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
GitHub (👨💻 30 · 🔀 46 · 📦 2K · 📋 280 - 38% open · ⏱️ 10.07.2021):
git clone https://github.com/holoviz/param
PyPi (📥 190K / month · 📦 140 · ⏱️ 10.07.2021):
Conda (📥 330K · ⏱️ 05.07.2021):
conda install -c conda-forge param
strictyaml 🥉 24 · ⭐ 890) - Type-safe YAML parser and validator. MIT
GitHub (👨💻 16 · 🔀 37 · 📦 310 · 📋 120 - 50% open · ⏱️ 19.06.2021):
git clone https://github.com/crdoconnor/strictyaml
PyPi (📥 28K / month · 📦 50 · ⏱️ 19.06.2021):
Conda (📥 74K · ⏱️ 19.06.2021):
conda install -c conda-forge strictyaml
validr 🥉 19 · ⭐ 210) - A simple, fast, extensible python library for data validation. MIT typical 🥉 15 · ⭐ 120) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT Show 3 hidden projects...
🔗 python-patterns ⭐ 29K) - Collection of design patterns/idioms in Python.
transitions 🥇 29 · ⭐ 3.8K) - A lightweight, object-oriented finite state machine implementation.. MIT
GitHub (👨💻 68 · 🔀 430 · 📦 1.7K · 📋 380 - 2% open · ⏱️ 07.07.2021):
git clone https://github.com/pytransitions/transitions
PyPi (📥 240K / month · 📦 350 · ⏱️ 13.02.2021):
Conda (📥 18K · ⏱️ 07.04.2021):
conda install -c conda-forge transitions
algorithms 🥉 27 · ⭐ 19K) - Minimal examples of data structures and algorithms in Python. MIT Show 1 hidden projects...
PyPattyrn 🥉 18 · ⭐ 1.3K · 💀 ) - A simple library for implementing common design patterns. MIT
python-dateutil 🥇 37 · ⭐ 1.6K · 📈 ) - Useful extensions to the standard Python datetime.. Apache-2
GitHub (👨💻 120 · 🔀 370 · 📥 35K · 📦 520K · 📋 620 - 41% open · ⏱️ 13.07.2021):
git clone https://github.com/dateutil/dateutil
PyPi (📥 100M / month · 📦 120K · ⏱️ 14.07.2021):
pip install python-dateutil
Conda (📥 16M · ⏱️ 14.07.2021):
conda install -c conda-forge python-dateutil
arrow 🥈 35 · ⭐ 7.5K) - Better dates & times for Python. Apache-2
GitHub (👨💻 240 · 🔀 580 · 📦 21K · 📋 430 - 13% open · ⏱️ 15.07.2021):
git clone https://github.com/arrow-py/arrow
PyPi (📥 4.2M / month · 📦 7.4K · ⏱️ 24.06.2021):
Conda (📥 670K · ⏱️ 24.06.2021):
conda install -c conda-forge arrow
dateparser 🥈 31 · ⭐ 1.8K) - python parser for human readable dates. BSD-3
GitHub (👨💻 100 · 🔀 360 · 📦 7.3K · 📋 550 - 44% open · ⏱️ 25.05.2021):
git clone https://github.com/scrapinghub/dateparser
PyPi (📥 2.3M / month · 📦 1.4K · ⏱️ 29.10.2020):
Conda (📥 52K · ⏱️ 29.10.2020):
conda install -c conda-forge dateparser
pytz 🥈 31 · ⭐ 170) - pytz Python historical timezone library and database. MIT
GitHub (👨💻 16 · 🔀 54 · 📦 790K · 📋 38 - 42% open · ⏱️ 22.03.2021):
git clone https://github.com/stub42/pytz
PyPi (📥 67M / month · 📦 150K · ⏱️ 01.02.2021):
Conda (📥 16M · ⏱️ 01.02.2021):
conda install -c conda-forge pytz
pendulum 🥉 30 · ⭐ 4.5K) - Python datetimes made easy. MIT
GitHub (👨💻 66 · 🔀 250 · 📋 420 - 46% open · ⏱️ 11.02.2021):
git clone https://github.com/sdispater/pendulum
PyPi (📥 4.7M / month · 📦 1.1K · ⏱️ 24.07.2020):
Conda (📥 360K · ⏱️ 08.11.2020):
conda install -c conda-forge pendulum
holidays 🥉 28 · ⭐ 590) - Generate and work with holidays in Python. MIT
GitHub (👨💻 140 · 🔀 250 · 📥 160 · 📋 200 - 13% open · ⏱️ 13.05.2021):
git clone https://github.com/dr-prodigy/python-holidays
PyPi (📥 2.4M / month · 📦 560 · ⏱️ 02.04.2021):
Conda (📥 710K · ⏱️ 02.04.2021):
conda install -c conda-forge holidays
tzlocal 🥉 28 · ⭐ 140 · 💤 ) - A Python module that tries to figure out what your local timezone is. MIT
GitHub (👨💻 21 · 🔀 48 · 📋 59 - 16% open · ⏱️ 30.09.2020):
git clone https://github.com/regebro/tzlocal
PyPi (📥 12M / month · 📦 6K · ⏱️ 21.09.2020):
Conda (📥 570K · ⏱️ 08.05.2020):
conda install -c conda-forge tzlocal
parsedatetime 🥉 27 · ⭐ 610) - Parse human-readable date/time strings. Apache-2
GitHub (👨💻 51 · 🔀 100 · 📦 3.3K · 📋 160 - 40% open · ⏱️ 23.06.2021):
git clone https://github.com/bear/parsedatetime
PyPi (📥 1.2M / month · 📦 2.3K · ⏱️ 31.05.2020):
pip install parsedatetime
Conda (📥 90K · ⏱️ 10.06.2020):
conda install -c conda-forge parsedatetime
Show 1 hidden projects...
isodate 🥉 27 · ⭐ 100 · 💀 ) - ISO 8601 date/time parser. BSD-3
watchdog 🥇 34 · ⭐ 4.8K) - Python library and shell utilities to monitor filesystem events. Apache-2
GitHub (👨💻 120 · 🔀 580 · 📦 37K · 📋 530 - 27% open · ⏱️ 14.07.2021):
git clone https://github.com/gorakhargosh/watchdog
PyPi (📥 3.9M / month · 📦 14K · ⏱️ 26.06.2021):
Conda (📥 600K · ⏱️ 26.06.2021):
conda install -c conda-forge watchdog
appdirs 🥈 32 · ⭐ 760) - A small Python module for determining appropriate platform-specific dirs,.. MIT
GitHub (👨💻 33 · 🔀 76 · 📦 120K · 📋 96 - 44% open · ⏱️ 28.01.2021):
git clone https://github.com/ActiveState/appdirs
PyPi (📥 26M / month · 📦 26K · ⏱️ 11.05.2020):
Conda (📥 3.3M · ⏱️ 19.10.2020):
conda install -c conda-forge appdirs
aiofiles 🥈 28 · ⭐ 1.6K) - File support for asyncio. Apache-2
GitHub (👨💻 20 · 🔀 110 · 📋 81 - 55% open · ⏱️ 18.05.2021):
git clone https://github.com/Tinche/aiofiles
PyPi (📥 12M / month · 📦 1.6K · ⏱️ 16.05.2021):
Conda (📥 170K · ⏱️ 17.05.2021):
conda install -c conda-forge aiofiles
scandir 🥈 28 · ⭐ 480) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
GitHub (👨💻 20 · 🔀 59 · 📦 12K · 📋 91 - 12% open · ⏱️ 27.02.2021):
git clone https://github.com/benhoyt/scandir
PyPi (📥 3.9M / month · 📦 4.1K · ⏱️ 09.03.2019):
Conda (📥 1.1M · ⏱️ 03.07.2021):
conda install -c conda-forge scandir
pyfilesystem2 🥉 27 · ⭐ 1.4K) - Python's Filesystem abstraction layer. MIT path 🥉 23 · ⭐ 960) - Object-oriented file system path manipulation. MIT
GitHub (👨💻 43 · 🔀 130 · 📋 130 - 2% open · ⏱️ 13.06.2021):
git clone https://github.com/jaraco/path
PyPi (📥 270K / month · 📦 78 · ⏱️ 13.06.2021):
Conda (📥 120K · ⏱️ 30.06.2021):
conda install -c conda-forge path
Show 3 hidden projects...
filelock 🥈 28 · ⭐ 320 · 💀 ) - A platform independent file lock for Python. Unlicense zipp 🥉 26 · ⭐ 21) - Backport of pathlib-compatible object wrapper for zip files. MIT Unipath 🥉 24 · ⭐ 500 · 💀 ) - An object-oriented approach to Python file/directory operations. MIT
future 🥇 35 · ⭐ 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
GitHub (👨💻 100 · 🔀 260 · 📦 160K · 📋 380 - 49% open · ⏱️ 22.06.2021):
git clone https://github.com/PythonCharmers/python-future
PyPi (📥 32M / month · 📦 28K · ⏱️ 31.10.2019):
Conda (📥 4.1M · ⏱️ 29.06.2021):
conda install -c conda-forge future
six 🥇 35 · ⭐ 800) - Python 2 and 3 compatibility library. MIT
GitHub (👨💻 63 · 🔀 210 · 📦 920K · 📋 280 - 38% open · ⏱️ 05.05.2021):
git clone https://github.com/benjaminp/six
PyPi (📥 140M / month · 📦 240K · ⏱️ 05.05.2021):
Conda (📥 17M · ⏱️ 05.05.2021):
conda install -c conda-forge six
typing 🥈 30 · ⭐ 940) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0
GitHub (👨💻 65 · 🔀 150 · 📦 31K · 📋 570 - 20% open · ⏱️ 27.06.2021):
git clone https://github.com/python/typing
PyPi (📥 7.5M / month · 📦 8.4K · ⏱️ 01.05.2021):
Conda (📥 720K · ⏱️ 01.05.2021):
conda install -c conda-forge typing
dataclasses 🥉 27 · ⭐ 500 · 💤 ) - A backport of the dataclasses module for Python 3.6. Apache-2
GitHub (👨💻 11 · 🔀 40 · 📦 18K · 📋 120 - 8% open · ⏱️ 13.11.2020):
git clone https://github.com/ericvsmith/dataclasses
PyPi (📥 11M / month · 📦 950 · ⏱️ 13.11.2020):
Conda (📥 2.2M · ⏱️ 08.03.2021):
conda install -c conda-forge dataclasses
Show 3 hidden projects...
pathlib2 🥉 28 · ⭐ 63) - Backport of pathlib aiming to support the full stdlib Python API. As of.. MIT futures 🥉 27 · ⭐ 220 · 💀 ) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0 contextlib2 🥉 27 · ⭐ 33) - contextlib2 is a backport of the standard library's contextlib.. ❗️psfrag
cryptography 🥇 34 · ⭐ 4.2K) - cryptography is a package designed to expose cryptographic.. BSD-3
GitHub (👨💻 240 · 🔀 880 · 📦 190K · 📋 1.7K - 2% open · ⏱️ 14.07.2021):
git clone https://github.com/pyca/cryptography
PyPi (📥 50M / month · 📦 34K · ⏱️ 25.03.2021):
Conda (📥 14M · ⏱️ 27.03.2021):
conda install -c conda-forge cryptography
pycryptodomex 🥇 34 · ⭐ 1.6K) - A self-contained cryptographic library for Python. BSD-3
GitHub (👨💻 100 · 🔀 300 · 📦 29K · 📋 420 - 15% open · ⏱️ 29.03.2021):
git clone https://github.com/Legrandin/pycryptodome
PyPi (📥 11M / month · 📦 1.5K · ⏱️ 09.02.2021):
pip install pycryptodomex
Conda (📥 420K · ⏱️ 30.06.2021):
conda install -c conda-forge pycryptodomex
asn1crypto 🥈 31 · ⭐ 230) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
GitHub (👨💻 33 · 🔀 100 · 📦 79K · 📋 150 - 23% open · ⏱️ 09.06.2021):
git clone https://github.com/wbond/asn1crypto
PyPi (📥 13M / month · 📦 14K · ⏱️ 28.07.2020):
Conda (📥 5.6M · ⏱️ 28.07.2020):
conda install -c conda-forge asn1crypto
rsa 🥉 29 · ⭐ 330) - Python-RSA is a pure-Python RSA implementation. Apache-2
GitHub (👨💻 33 · 🔀 66 · 📋 100 - 17% open · ⏱️ 29.03.2021):
git clone https://github.com/sybrenstuvel/python-rsa
PyPi (📥 74M / month · 📦 13K · ⏱️ 15.02.2021):
Conda (📥 3.8M · ⏱️ 24.02.2021):
conda install -c conda-forge rsa
tink 🥉 28 · ⭐ 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 keyring 🥉 28 · ⭐ 700) - Store and access your passwords safely. MIT
GitHub (👨💻 93 · 🔀 96 · 📋 400 - 5% open · ⏱️ 20.05.2021):
git clone https://github.com/jaraco/keyring
PyPi (📥 7.8M / month · 📦 5.9K · ⏱️ 25.03.2021):
Conda (📥 1.1M · ⏱️ 25.03.2021):
conda install -c conda-forge keyring
bcrypt 🥉 27 · ⭐ 770) - Modern(-ish) password hashing for your software and your servers. Apache-2
GitHub (👨💻 28 · 🔀 100 · 📋 85 - 1% open · ⏱️ 12.07.2021):
git clone https://github.com/pyca/bcrypt
PyPi (📥 16M / month · 📦 15K · ⏱️ 16.08.2020):
Conda (📥 940K · ⏱️ 06.07.2021):
conda install -c conda-forge bcrypt
awscli 🥇 39 · ⭐ 11K) - Universal Command Line Interface for Amazon Web Services. Apache-2
GitHub (👨💻 340 · 🔀 2.7K · 📥 570 · 📦 23K · 📋 3.8K - 19% open · ⏱️ 15.07.2021):
git clone https://github.com/aws/aws-cli
PyPi (📥 100M / month · 📦 5.4K · ⏱️ 14.07.2021):
Conda (📥 8.1M · ⏱️ 15.07.2021):
conda install -c conda-forge awscli
docker 🥇 37 · ⭐ 5.3K) - A Python library for the Docker Engine API. Apache-2
GitHub (👨💻 390 · 🔀 1.4K · 📦 23K · 📋 1.5K - 28% open · ⏱️ 08.07.2021):
git clone https://github.com/docker/docker-py
PyPi (📥 29M / month · 📦 4.4K · ⏱️ 06.04.2021):
Conda (📥 1.3M · ⏱️ 07.04.2021):
conda install -c conda-forge docker-py
botocore 🥇 37 · ⭐ 1K) - The low-level, core functionality of boto 3. Apache-2
GitHub (👨💻 160 · 🔀 790 · 📦 91K · 📋 850 - 23% open · ⏱️ 15.07.2021):
git clone https://github.com/boto/botocore
PyPi (📥 140M / month · 📦 14K · ⏱️ 14.07.2021):
Conda (📥 8.2M · ⏱️ 14.07.2021):
conda install -c conda-forge botocore
docker-compose 🥈 36 · ⭐ 23K) - Define and run multi-container applications with Docker. Apache-2
GitHub (👨💻 410 · 🔀 3.8K · 📥 150M · 📦 7K · 📋 5.6K - 9% open · ⏱️ 18.06.2021):
git clone https://github.com/docker/compose
PyPi (📥 1.8M / month · 📦 2.2K · ⏱️ 10.05.2021):
pip install docker-compose
Conda (📥 130K · ⏱️ 10.05.2021):
conda install -c conda-forge docker-compose
ansible 🥈 35 · ⭐ 49K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
GitHub (👨💻 6.4K · 🔀 21K · 📦 17K · 📋 30K - 5% open · ⏱️ 14.07.2021):
git clone https://github.com/ansible/ansible
PyPi (📥 4M / month · 📦 7.7K · ⏱️ 13.07.2021):
Conda (📥 350K · ⏱️ 30.06.2021):
conda install -c conda-forge ansible
paramiko 🥈 34 · ⭐ 7.1K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
GitHub (👨💻 160 · 🔀 1.7K · 📦 44K · 📋 1.5K - 59% open · ⏱️ 06.06.2021):
git clone https://github.com/paramiko/paramiko
PyPi (📥 15M / month · 📦 23K · ⏱️ 30.08.2020):
Conda (📥 1.1M · ⏱️ 01.09.2020):
conda install -c conda-forge paramiko
kubernetes 🥈 33 · ⭐ 3.8K) - Official Python client library for kubernetes. Apache-2
GitHub (👨💻 90 · 🔀 2.1K · 📦 10K · 📋 940 - 9% open · ⏱️ 02.07.2021):
git clone https://github.com/kubernetes-client/python
PyPi (📥 5.1M / month · 📦 1.4K · ⏱️ 21.06.2021):
Conda (📥 240K · ⏱️ 16.06.2021):
conda install -c conda-forge kubernetes
schedule 🥉 32 · ⭐ 8.8K) - Python job scheduling for humans. MIT
GitHub (👨💻 45 · 🔀 790 · 📦 13K · 📋 340 - 29% open · ⏱️ 26.06.2021):
git clone https://github.com/dbader/schedule
PyPi (📥 1.4M / month · 📦 2.2K · ⏱️ 10.04.2021):
Conda (📥 7.4K · ⏱️ 10.04.2021):
conda install -c conda-forge schedule
fabric 🥉 31 · ⭐ 13K) - Simple, Pythonic remote execution and deployment. BSD-2
GitHub (👨💻 130 · 🔀 1.8K · 📋 1.7K - 24% open · ⏱️ 08.07.2021):
git clone https://github.com/fabric/fabric
PyPi (📥 970K / month · 📦 290 · ⏱️ 19.01.2021):
Conda (📥 41K · ⏱️ 09.03.2021):
conda install -c conda-forge fabric
netmiko 🥉 31 · ⭐ 2.4K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT pulumi 🥉 30 · ⭐ 9.3K · 📈 ) - Pulumi - Modern Infrastructure as Code. Any cloud, any language. Apache-2 plumbum 🥉 30 · ⭐ 2.2K) - Plumbum: Shell Combinators. MIT
GitHub (👨💻 93 · 🔀 160 · 📋 320 - 33% open · ⏱️ 24.04.2021):
git clone https://github.com/tomerfiliba/plumbum
PyPi (📥 1.1M / month · 📦 620 · ⏱️ 08.02.2021):
Conda (📥 370K · ⏱️ 08.02.2021):
conda install -c conda-forge plumbum
sshtunnel 🥉 27 · ⭐ 840) - SSH tunnels to remote server. MIT
GitHub (👨💻 23 · 🔀 140 · 📦 2.5K · 📋 160 - 14% open · ⏱️ 11.01.2021):
git clone https://github.com/pahaz/sshtunnel
PyPi (📥 1.1M / month · 📦 260 · ⏱️ 11.01.2021):
Conda (📥 72K · ⏱️ 16.11.2020):
conda install -c conda-forge sshtunnel
pyinfra 🥉 22 · ⭐ 1.3K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT Show 4 hidden projects...
fabtools 🥉 24 · ⭐ 1.2K · 💀 ) - Tools for writing awesome Fabric files. BSD-2 storm 🥉 23 · ⭐ 3.8K · 💀 ) - Manage your SSH like a boss. MIT parallel-ssh 🥉 22 · ⭐ 900) - Asynchronous parallel SSH client library. ❗️LGPL-2.1 wssh 🥉 14 · ⭐ 1.3K · 💀 ) - SSH to WebSockets Bridge. MIT
pexpect 🥇 34 · ⭐ 2.1K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC
GitHub (👨💻 92 · 🔀 430 · 📥 4K · 📦 140K · 📋 430 - 39% open · ⏱️ 17.04.2021):
git clone https://github.com/pexpect/pexpect
PyPi (📥 18M / month · 📦 31K · ⏱️ 21.01.2020):
Conda (📥 5.1M · ⏱️ 12.10.2020):
conda install -c conda-forge pexpect
supervisor 🥈 33 · ⭐ 6.9K) - Supervisor process control system for UNIX. ❗️Repoze Public License
GitHub (👨💻 160 · 🔀 1.1K · 📦 6.1K · 📋 1K - 12% open · ⏱️ 04.06.2021):
git clone https://github.com/Supervisor/supervisor
PyPi (📥 880K / month · 📦 3.8K · ⏱️ 26.02.2021):
Conda (📥 160K · ⏱️ 04.03.2021):
conda install -c conda-forge supervisor
sh 🥉 32 · ⭐ 5.8K) - Python process launching. MIT
GitHub (👨💻 81 · 🔀 440 · 📦 7.3K · 📋 390 - 2% open · ⏱️ 10.06.2021):
git clone https://github.com/amoffat/sh
PyPi (📥 2M / month · 📦 4.5K · ⏱️ 15.05.2021):
Conda (📥 110K · ⏱️ 09.01.2021):
conda install -c conda-forge sh
ptyprocess 🥉 27 · ⭐ 140) - Run a subprocess in a pseudo terminal. ISC
GitHub (👨💻 14 · 🔀 59 · 📋 33 - 51% open · ⏱️ 10.04.2021):
git clone https://github.com/pexpect/ptyprocess
PyPi (📥 18M / month · 📦 25K · ⏱️ 28.12.2020):
Conda (📥 4.9M · ⏱️ 31.12.2020):
conda install -c conda-forge ptyprocess
greenlet 🥇 34 · ⭐ 1.3K) - Lightweight in-process concurrent programming. MIT
GitHub (👨💻 55 · 🔀 200 · 📦 74K · 📋 140 - 9% open · ⏱️ 06.05.2021):
git clone https://github.com/python-greenlet/greenlet
PyPi (📥 22M / month · 📦 20K · ⏱️ 06.05.2021):
Conda (📥 960K · ⏱️ 29.06.2021):
conda install -c conda-forge greenlet
uvloop 🥈 33 · ⭐ 7.9K) - Ultra fast asyncio event loop. MIT
GitHub (👨💻 41 · 🔀 460 · 📥 340 · 📦 25K · 📋 260 - 17% open · ⏱️ 13.07.2021):
git clone https://github.com/MagicStack/uvloop
PyPi (📥 7.8M / month · 📦 2.4K · ⏱️ 13.07.2021):
Conda (📥 380K · ⏱️ 13.07.2021):
conda install -c conda-forge uvloop
anyio 🥈 25 · ⭐ 430) - High level asynchronous concurrency and networking framework that works on.. MIT
GitHub (👨💻 21 · 🔀 44 · 📋 190 - 12% open · ⏱️ 12.07.2021):
git clone https://github.com/agronholm/anyio
PyPi (📥 2.3M / month · 📦 40 · ⏱️ 23.06.2021):
Conda (📥 380K · ⏱️ 24.06.2021):
conda install -c conda-forge anyio
aiomisc 🥉 21 · ⭐ 220) - aiomisc - miscellaneous utils for asyncio. MIT unsync 🥉 20 · ⭐ 580) - Unsynchronize asyncio. MIT Show 1 hidden projects...
stopit 🥉 21 · ⭐ 89 · 💀 ) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT
python-dotenv 🥇 34 · ⭐ 4K) - Get and set values in your .env file in local and production.. BSD-3
GitHub (👨💻 70 · 🔀 250 · 📦 130K · 📋 190 - 10% open · ⏱️ 14.07.2021):
git clone https://github.com/theskumar/python-dotenv
PyPi (📥 9.5M / month · 📦 9.4K · ⏱️ 20.06.2021):
pip install python-dotenv
Conda (📥 960K · ⏱️ 20.06.2021):
conda install -c conda-forge python-dotenv
traitlets 🥈 30 · ⭐ 430) - A lightweight Traits like module. BSD-3
GitHub (👨💻 97 · 🔀 160 · 📦 160K · 📋 240 - 37% open · ⏱️ 08.05.2021):
git clone https://github.com/ipython/traitlets
PyPi (📥 14M / month · 📦 28K · ⏱️ 15.10.2020):
Conda (📥 7.3M · ⏱️ 15.10.2020):
conda install -c conda-forge traitlets
Dynaconf 🥈 29 · ⭐ 1.8K) - Configuration Management for Python. MIT
GitHub (👨💻 62 · 🔀 170 · 📦 1.4K · 📋 290 - 25% open · ⏱️ 29.06.2021):
git clone https://github.com/rochacbruno/dynaconf
PyPi (📥 340K / month · 📦 92 · ⏱️ 08.03.2021):
Conda (📥 1.3K · ⏱️ 08.03.2021):
conda install -c conda-forge dynaconf
python-decouple 🥈 29 · ⭐ 1.8K · 📈 ) - Strict separation of config from code. MIT
GitHub (👨💻 24 · 🔀 140 · 📦 42K · 📋 72 - 22% open · ⏱️ 05.06.2021):
git clone https://github.com/henriquebastos/python-decouple
PyPi (📥 440K / month · 📦 6K · ⏱️ 05.01.2021):
pip install python-decouple
Conda (📥 24K · ⏱️ 05.01.2021):
conda install -c conda-forge python-decouple
configobj 🥉 28 · ⭐ 260 · 💤 ) - Python 3+ compatible port of the configobj library. BSD-3
GitHub (👨💻 22 · 🔀 62 · 📦 14K · 📋 140 - 49% open · ⏱️ 14.10.2020):
git clone https://github.com/DiffSK/configobj
PyPi (📥 1.8M / month · 📦 6.2K · ⏱️ 26.08.2014):
Conda (📥 270K · ⏱️ 29.07.2018):
conda install -c conda-forge configobj
omegaconf 🥉 27 · ⭐ 770) - Flexible Python configuration system. The last one you will ever need. BSD-3
GitHub (👨💻 20 · 🔀 53 · 📦 1.4K · 📋 380 - 10% open · ⏱️ 30.06.2021):
git clone https://github.com/omry/omegaconf
PyPi (📥 570K / month · 📦 8 · ⏱️ 07.06.2021):
Conda (📥 250K · ⏱️ 07.07.2021):
conda install -c conda-forge omegaconf
gin-config 🥉 26 · ⭐ 1.3K) - Gin provides a lightweight configuration framework for Python. Apache-2 hydra 🥉 25 · ⭐ 4.5K) - Hydra is a framework for elegantly configuring complex applications. MIT
GitHub (👨💻 76 · 🔀 360 · 📋 810 - 7% open · ⏱️ 29.06.2021):
git clone https://github.com/facebookresearch/hydra
PyPi (📥 8.7K / month · 📦 6 · ⏱️ 03.08.2016):
Conda (📥 180K · ⏱️ 04.02.2021):
conda install -c conda-forge hydra-core
click 🥇 37 · ⭐ 11K) - Python composable command line interface toolkit. BSD-3
GitHub (👨💻 300 · 🔀 1.1K · 📦 560K · 📋 1.2K - 5% open · ⏱️ 06.07.2021):
git clone https://github.com/pallets/click
PyPi (📥 75M / month · 📦 110K · ⏱️ 19.05.2021):
Conda (📥 8.3M · ⏱️ 28.06.2021):
conda install -c conda-forge click
python-prompt-toolkit 🥇 35 · ⭐ 7.2K) - Library for building powerful interactive command.. BSD-3 rich 🥈 33 · ⭐ 28K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
GitHub (👨💻 97 · 🔀 830 · 📦 5.3K · 📋 480 - 1% open · ⏱️ 12.07.2021):
git clone https://github.com/willmcgugan/rich
PyPi (📥 1.9M / month · ⏱️ 12.07.2021):
Conda (📥 300K · ⏱️ 12.07.2021):
conda install -c conda-forge rich
colorama 🥈 33 · ⭐ 2.5K) - Simple cross-platform colored terminal text in Python. BSD-3
GitHub (👨💻 40 · 🔀 190 · 📦 210K · 📋 220 - 53% open · ⏱️ 11.02.2021):
git clone https://github.com/tartley/colorama
PyPi (📥 64M / month · 📦 32K · ⏱️ 13.10.2020):
Conda (📥 4.2M · ⏱️ 16.10.2020):
conda install -c conda-forge colorama
python-fire 🥈 32 · ⭐ 20K) - Python Fire is a library for automatically generating command.. Apache-2
GitHub (👨💻 46 · 🔀 1.2K · 📦 8.2K · 📋 250 - 43% open · ⏱️ 17.06.2021):
git clone https://github.com/google/python-fire
PyPi (📥 1.5M / month · 📦 1.2K · ⏱️ 22.01.2021):
Conda (📥 120K · ⏱️ 22.01.2021):
conda install -c conda-forge fire
emoji 🥈 31 · ⭐ 1.3K) - emoji terminal output for Python. BSD-3
GitHub (👨💻 51 · 🔀 220 · 📦 22K · 📋 98 - 14% open · ⏱️ 22.06.2021):
git clone https://github.com/carpedm20/emoji
PyPi (📥 2M / month · 📦 2K · ⏱️ 27.01.2021):
Conda (📥 14K · ⏱️ 23.01.2021):
conda install -c conda-forge emoji
argcomplete 🥈 30 · ⭐ 970) - Python and tab completion, better together. Apache-2
GitHub (👨💻 54 · 🔀 98 · 📥 140 · 📦 10K · 📋 180 - 21% open · ⏱️ 12.05.2021):
git clone https://github.com/kislyuk/argcomplete
PyPi (📥 5.9M / month · 📦 2.8K · ⏱️ 19.04.2021):
Conda (📥 210K · ⏱️ 22.04.2021):
conda install -c conda-forge argcomplete
wcwidth 🥈 30 · ⭐ 210 · 💤 ) - Python library that measures the width of unicode strings rendered to.. MIT
GitHub (👨💻 11 · 🔀 35 · 📦 200K · 📋 28 - 32% open · ⏱️ 14.07.2020):
git clone https://github.com/jquast/wcwidth
PyPi (📥 16M / month · 📦 25K · ⏱️ 23.06.2020):
Conda (📥 6.7M · ⏱️ 24.09.2020):
conda install -c conda-forge wcwidth
ConfigArgParse 🥉 29 · ⭐ 520) - A drop-in replacement for argparse that allows options to also be.. MIT
GitHub (👨💻 45 · 🔀 93 · 📦 5.5K · 📋 160 - 32% open · ⏱️ 01.07.2021):
git clone https://github.com/bw2/ConfigArgParse
PyPi (📥 1.3M / month · 📦 2.3K · ⏱️ 01.07.2021):
pip install configargparse
Conda (📥 200K · ⏱️ 01.07.2021):
conda install -c conda-forge configargparse
asciimatics 🥉 27 · ⭐ 2.7K) - A cross platform package to do curses-like operations, plus.. Apache-2
GitHub (👨💻 35 · 🔀 200 · 📦 500 · 📋 250 - 7% open · ⏱️ 09.07.2021):
git clone https://github.com/peterbrittain/asciimatics
PyPi (📥 16K / month · 📦 120 · ⏱️ 05.04.2021):
Conda (📥 71K · ⏱️ 09.04.2021):
conda install -c conda-forge asciimatics
blessings 🥉 27 · ⭐ 1.2K · 💤 ) - A thin, practical wrapper around terminal capabilities in Python. MIT
GitHub (👨💻 16 · 🔀 93 · 📦 5.5K · 📋 83 - 36% open · ⏱️ 20.10.2020):
git clone https://github.com/erikrose/blessings
PyPi (📥 1.7M / month · 📦 2.5K · ⏱️ 21.06.2018):
Conda (📥 130K · ⏱️ 08.01.2021):
conda install -c conda-forge blessings
questionary 🥉 25 · ⭐ 690) - Python library to build pretty command line user prompts Easy to use.. MIT cleo 🥉 24 · ⭐ 730) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
GitHub (👨💻 6 · 🔀 39 · 📋 68 - 60% open · ⏱️ 21.02.2021):
git clone https://github.com/sdispater/cleo
PyPi (📥 2.5M / month · 📦 150 · ⏱️ 21.02.2021):
Conda (📥 46K · ⏱️ 09.10.2020):
conda install -c conda-forge cleo
Typer 🥉 23 · ⭐ 5.7K · 💤 ) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT bashplotlib 🥉 21 · ⭐ 1.6K) - plotting in the terminal. MIT colout 🥉 15 · ⭐ 1K · 💤 ) - Color text streams with a polished command line interface. ❗️GPL-3.0 Show 3 hidden projects...
docopt 🥈 32 · ⭐ 7.4K · 💀 ) - Pythonic command line arguments parser, that will make you smile. MIT clint 🥈 30 · ⭐ 2.5K · 💀 ) - Python Command-line Application Tools. ISC docopt-ng 🥉 19 · ⭐ 46) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT
🔗 best-of-python-dev ⭐ 300 · 🐣 ) - A ranked list of awesome python developer tools and libraries...
cachetools 🥇 30 · ⭐ 1K) - Extensible memoizing collections and decorators. MIT
GitHub (👨💻 5 · 🔀 110 · 📋 180 - 5% open · ⏱️ 27.04.2021):
git clone https://github.com/tkem/cachetools
PyPi (📥 41M / month · 📦 4.4K · ⏱️ 27.04.2021):
Conda (📥 2.8M · ⏱️ 28.04.2021):
conda install -c conda-forge cachetools
cached-property 🥇 30 · ⭐ 600 · 💤 ) - A decorator for caching properties in classes. BSD-3
GitHub (👨💻 22 · 🔀 63 · 📦 16K · 📋 59 - 59% open · ⏱️ 21.10.2020):
git clone https://github.com/pydanny/cached-property
PyPi (📥 12M / month · 📦 2.7K · ⏱️ 21.09.2020):
pip install cached-property
Conda (📥 920K · ⏱️ 08.03.2021):
conda install -c conda-forge cached-property
beaker 🥈 27 · ⭐ 470 · 💤 ) - WSGI middleware for sessions and caching. BSD-3
GitHub (👨💻 85 · 🔀 130 · 📦 2.9K · 📋 120 - 54% open · ⏱️ 08.10.2020):
git clone https://github.com/bbangert/beaker
PyPi (📥 280K / month · 📦 2.6K · ⏱️ 26.08.2019):
Conda (📥 53K · ⏱️ 27.08.2019):
conda install -c conda-forge beaker
pylibmc 🥈 27 · ⭐ 440) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
GitHub (👨💻 48 · 🔀 120 · 📦 3.5K · 📋 190 - 12% open · ⏱️ 22.01.2021):
git clone https://github.com/lericson/pylibmc
PyPi (📥 160K / month · 📦 4.7K · ⏱️ 15.08.2019):
Conda (📥 160K · ⏱️ 30.06.2021):
conda install -c conda-forge pylibmc
aiocache 🥉 24 · ⭐ 540 · 💤 ) - Asyncio cache manager for redis, memcached and memory. BSD-3 cachier 🥉 23 · ⭐ 380) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
🔗 best-of-web-python - Web UI ⭐ 1.3K · 🐣 ) - Collection of libraries to implement web-based UIs.
kivy 🥇 34 · ⭐ 13K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
GitHub (👨💻 540 · 🔀 2.7K · 📥 23K · 📦 4.9K · 📋 4.4K - 19% open · ⏱️ 26.06.2021):
git clone https://github.com/kivy/kivy
PyPi (📥 58K / month · 📦 870 · ⏱️ 09.12.2020):
Conda (📥 190K · ⏱️ 22.04.2021):
conda install -c conda-forge kivy
PySimpleGUI 🥈 28 · ⭐ 6.7K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
GitHub (👨💻 18 · 🔀 1.1K · 📦 3K · 📋 2.3K - 30% open · ⏱️ 11.07.2021):
git clone https://github.com/PySimpleGUI/PySimpleGUI
PyPi (📥 70K / month · 📦 82 · ⏱️ 21.06.2021):
Conda (📥 33K · ⏱️ 21.06.2021):
conda install -c conda-forge pysimplegui
DearPyGui 🥈 27 · ⭐ 5.4K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT Eel 🥈 27 · ⭐ 4.5K · 💤 ) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT Gooey 🥉 26 · ⭐ 14K) - Turn (almost) any Python command line program into a full GUI application.. MIT
GitHub (👨💻 99 · 🔀 760 · 📥 100 · 📦 380 · 📋 480 - 19% open · ⏱️ 12.06.2021):
git clone https://github.com/chriskiehl/Gooey
PyPi (📥 4.6K / month · 📦 64 · ⏱️ 12.06.2021):
Conda (📥 34K · ⏱️ 13.06.2021):
conda install -c conda-forge gooey
toga 🥉 26 · ⭐ 2.7K) - A Python native, OS native GUI toolkit. BSD-3 flexx 🥉 25 · ⭐ 2.7K) - Write desktop and web apps in pure Python. BSD-2
GitHub (👨💻 37 · 🔀 240 · 📦 91 · 📋 420 - 18% open · ⏱️ 02.06.2021):
git clone https://github.com/flexxui/flexx
PyPi (📥 790 / month · 📦 36 · ⏱️ 07.09.2020):
Conda (📥 80K · ⏱️ 07.09.2020):
conda install -c conda-forge flexx
enaml 🥉 22 · ⭐ 1K) - Declarative User Interfaces for Python. BSD-3
GitHub (👨💻 33 · 🔀 110 · 📥 45 · 📦 180 · 📋 210 - 18% open · ⏱️ 24.05.2021):
git clone https://github.com/nucleic/enaml
PyPi (📥 2.7K / month · 📦 140 · ⏱️ 19.04.2021):
Conda (📥 85K · ⏱️ 19.04.2021):
conda install -c conda-forge enaml
Show 1 hidden projects...
Phoenix 🥉 17 · ⭐ 1.6K) - wxPython's Project Phoenix. A new implementation of wxPython,.. ❗Unlicensed
🔗 best-of-ml-python - Computer Vision ⭐ 5.5K) - Collection of computer vision and image processing..
🔗 best-of-ml-python ⭐ 5.5K) - A ranked list of awesome machine learning Python libraries. Updated..
🔗 best-of-ml-python - NLP ⭐ 5.5K) - Collection of text processing and NLP libraries.
chardet 🥇 34 · ⭐ 1.6K) - Python character encoding detector. ❗️LGPL-2.1
GitHub (👨💻 39 · 🔀 210 · 📦 550K · 📋 120 - 50% open · ⏱️ 07.05.2021):
git clone https://github.com/chardet/chardet
PyPi (📥 120M / month · 📦 73K · ⏱️ 10.12.2020):
Conda (📥 12M · ⏱️ 28.06.2021):
conda install -c conda-forge chardet
python-slugify 🥈 31 · ⭐ 1.1K) - Returns unicode slugs. MIT
GitHub (👨💻 30 · 🔀 84 · 📦 18K · 📋 49 - 2% open · ⏱️ 12.05.2021):
git clone https://github.com/un33k/python-slugify
PyPi (📥 3.7M / month · 📦 4.3K · ⏱️ 05.05.2021):
pip install python-slugify
Conda (📥 390K · ⏱️ 06.05.2021):
conda install -c conda-forge python-slugify
humanize 🥈 29 · ⭐ 1.4K) - python humanize functions. MIT
GitHub (👨💻 50 · 🔀 140 · 📋 78 - 32% open · ⏱️ 05.07.2021):
git clone https://github.com/jmoiron/humanize
PyPi (📥 2.3M / month · 📦 2.9K · ⏱️ 05.07.2021):
Conda (📥 170K · ⏱️ 05.07.2021):
conda install -c conda-forge humanize
phonenumbers 🥈 28 · ⭐ 2.8K) - Python port of Google's libphonenumber. Apache-2
GitHub (👨💻 22 · 🔀 350 · 📋 120 - 2% open · ⏱️ 07.07.2021):
git clone https://github.com/daviddrysdale/python-phonenumbers
PyPi (📥 2.2M / month · 📦 2.3K · ⏱️ 07.07.2021):
Conda (📥 440K · ⏱️ 07.07.2021):
conda install -c conda-forge phonenumbers
pyahocorasick 🥉 26 · ⭐ 620) - Python module (C extension and plain python) implementing Aho-.. BSD-3
GitHub (👨💻 21 · 🔀 90 · 📦 670 · 📋 100 - 34% open · ⏱️ 27.03.2021):
git clone https://github.com/WojciechMula/pyahocorasick
PyPi (📥 520K / month · 📦 100 · ⏱️ 27.03.2021):
pip install pyahocorasick
Conda (📥 130K · ⏱️ 13.10.2020):
conda install -c conda-forge pyahocorasick
inflect 🥉 26 · ⭐ 550) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
GitHub (👨💻 29 · 🔀 59 · 📋 79 - 20% open · ⏱️ 23.03.2021):
git clone https://github.com/jaraco/inflect
PyPi (📥 1.1M / month · 📦 1.4K · ⏱️ 03.03.2021):
Conda (📥 170K · ⏱️ 06.07.2021):
conda install -c conda-forge inflect
price-parser 🥉 20 · ⭐ 200 · 💤 ) - Extract price amount and currency symbol from a raw text.. BSD-3 Show 3 hidden projects...
🔗 best-of-web-python ⭐ 1.3K · 🐣 ) - A ranked list of awesome python libraries for web development...
Libraries for connecting to, operating, and querying databases.
SQLAlchemy 🥇 38 · ⭐ 4K) - The Database Toolkit for Python. MIT
GitHub (👨💻 490 · 🔀 630 · 📥 31K · 📦 290K · 📋 6.1K - 2% open · ⏱️ 15.07.2021):
git clone https://github.com/sqlalchemy/sqlalchemy
PyPi (📥 30M / month · 📦 84K · ⏱️ 14.07.2021):
Conda (📥 4.3M · ⏱️ 15.07.2021):
conda install -c conda-forge sqlalchemy
boto3 🥇 37 · ⭐ 6.5K) - AWS SDK for Python. Apache-2
GitHub (👨💻 120 · 🔀 1.4K · 📦 120K · 📋 2.4K - 12% open · ⏱️ 15.07.2021):
git clone https://github.com/boto/boto3
PyPi (📥 120M / month · 📦 23K · ⏱️ 14.07.2021):
Conda (📥 6M · ⏱️ 14.07.2021):
conda install -c conda-forge boto3
redis 🥇 36 · ⭐ 9.4K) - Redis Python Client. MIT google-cloud-storage 🥇 36 · ⭐ 3.6K) - Google Cloud Client Library for Python. Apache-2
GitHub (👨💻 320 · 🔀 1.4K · 📋 3.4K - 0% open · ⏱️ 13.07.2021):
git clone https://github.com/googleapis/google-cloud-python
PyPi (📥 28M / month · 📦 2.1K · ⏱️ 13.07.2021):
pip install google-cloud-storage
Conda (📥 860K · ⏱️ 14.07.2021):
conda install -c conda-forge google-cloud-storage
pymongo 🥇 36 · ⭐ 3.3K) - PyMongo - the Python driver for MongoDB. Apache-2
GitHub (👨💻 180 · 🔀 1K · 📦 100K · ⏱️ 13.07.2021):
git clone https://github.com/mongodb/mongo-python-driver
PyPi (📥 14M / month · 📦 36K · ⏱️ 13.07.2021):
Conda (📥 450K · ⏱️ 13.07.2021):
conda install -c conda-forge pymongo
peewee 🥇 35 · ⭐ 8.5K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
GitHub (👨💻 140 · 🔀 1.3K · 📦 13K · 📋 2K - 0% open · ⏱️ 06.07.2021):
git clone https://github.com/coleifer/peewee
PyPi (📥 530K / month · 📦 6.5K · ⏱️ 19.03.2021):
Conda (📥 340K · ⏱️ 19.03.2021):
conda install -c conda-forge peewee
MongoEngine 🥇 35 · ⭐ 3.5K) - A Python Object-Document-Mapper for working with MongoDB. MIT
GitHub (👨💻 370 · 🔀 1.1K · 📦 14K · 📋 1.6K - 22% open · ⏱️ 02.07.2021):
git clone https://github.com/MongoEngine/mongoengine
PyPi (📥 910K / month · 📦 6.7K · ⏱️ 04.05.2021):
Conda (📥 130K · ⏱️ 17.12.2020):
conda install -c conda-forge mongoengine
elasticsearch 🥇 35 · ⭐ 3.3K) - Official Python low-level client for Elasticsearch. Apache-2
GitHub (👨💻 180 · 🔀 1K · 📥 490 · 📦 23K · 📋 880 - 7% open · ⏱️ 14.07.2021):
git clone https://github.com/elastic/elasticsearch-py
PyPi (📥 7M / month · 📦 11K · ⏱️ 13.07.2021):
pip install elasticsearch
Conda (📥 410K · ⏱️ 07.07.2021):
conda install -c conda-forge elasticsearch
PyMySQL 🥈 34 · ⭐ 6.5K) - Pure Python MySQL Client. MIT
GitHub (👨💻 110 · 🔀 1.3K · 📦 88K · 📋 570 - 3% open · ⏱️ 27.06.2021):
git clone https://github.com/PyMySQL/PyMySQL
PyPi (📥 10M / month · 📦 18K · ⏱️ 09.01.2021):
Conda (📥 320K · ⏱️ 09.01.2021):
conda install -c conda-forge pymysql
kafka-python 🥈 34 · ⭐ 4.4K) - Python client for Apache Kafka. Apache-2
GitHub (👨💻 200 · 🔀 1.2K · 📥 1.7K · 📦 7.3K · 📋 1.4K - 14% open · ⏱️ 22.02.2021):
git clone https://github.com/dpkp/kafka-python
PyPi (📥 5.2M / month · 📦 2K · ⏱️ 30.09.2020):
Conda (📥 250K · ⏱️ 30.09.2020):
conda install -c conda-forge kafka-python
python-bigquery 🥈 34 · ⭐ 3.6K) - Google BigQuery API client library. Apache-2 Motor 🥈 33 · ⭐ 1.7K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
GitHub (👨💻 31 · 🔀 150 · 📦 6.7K · ⏱️ 15.07.2021):
git clone https://github.com/mongodb/motor
PyPi (📥 4.1M / month · 📦 1.8K · ⏱️ 08.04.2021):
Conda (📥 13K · ⏱️ 20.11.2020):
conda install -c conda-forge motor
Cassandra Driver 🥈 33 · ⭐ 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2
GitHub (👨💻 180 · 🔀 460 · 📦 2.8K · ⏱️ 18.03.2021):
git clone https://github.com/datastax/python-driver
PyPi (📥 1.7M / month · 📦 1.2K · ⏱️ 18.03.2021):
pip install cassandra-driver
Conda (📥 83K · ⏱️ 12.10.2020):
conda install -c conda-forge cassandra-driver
alembic 🥈 32 · ⭐ 990) - A database migrations tool for SQLAlchemy. MIT
GitHub (👨💻 130 · 🔀 96 · 📦 77K · 📋 790 - 9% open · ⏱️ 12.07.2021):
git clone https://github.com/sqlalchemy/alembic
PyPi (📥 14M / month · 📦 21K · ⏱️ 27.05.2021):
Conda (📥 890K · ⏱️ 27.05.2021):
conda install -c conda-forge alembic
s3transfer 🥈 32 · ⭐ 120) - Amazon S3 Transfer Manager for Python. Apache-2
GitHub (👨💻 26 · 🔀 79 · 📦 78K · 📋 62 - 62% open · ⏱️ 15.07.2021):
git clone https://github.com/boto/s3transfer
PyPi (📥 99M / month · 📦 7.9K · ⏱️ 22.04.2021):
Conda (📥 5.4M · ⏱️ 23.04.2021):
conda install -c conda-forge s3transfer
google-cloud-bigtable 🥈 31 · ⭐ 3.6K) - Google Cloud Bigtable API client library. Apache-2
GitHub (👨💻 58 · 🔀 1.4K · 📦 1.6K · 📋 91 - 5% open · ⏱️ 14.07.2021):
git clone https://github.com/googleapis/python-bigtable
PyPi (📥 1.7M / month · 📦 400 · ⏱️ 14.07.2021):
pip install google-cloud-bigtable
Conda (📥 30K · ⏱️ 14.07.2021):
conda install -c conda-forge google-cloud-bigtable
Prometheus Client 🥈 31 · ⭐ 2.3K) - Prometheus instrumentation library for Python.. Apache-2
GitHub (👨💻 110 · 🔀 560 · 📋 360 - 9% open · ⏱️ 06.07.2021):
git clone https://github.com/prometheus/client_python
PyPi (📥 19M / month · 📦 3.7K · ⏱️ 20.06.2019):
pip install prometheus_client
Conda (📥 3.4M · ⏱️ 01.06.2021):
conda install -c conda-forge prometheus_client
pyodbc 🥈 31 · ⭐ 2.1K) - Python ODBC bridge. MIT
GitHub (👨💻 43 · 🔀 460 · 📋 790 - 10% open · ⏱️ 03.07.2021):
git clone https://github.com/mkleehammer/pyodbc
PyPi (📥 11M / month · 📦 3.3K · ⏱️ 04.07.2021):
Conda (📥 510K · ⏱️ 04.07.2021):
conda install -c conda-forge pyodbc
azure-storage-blob 🥈 31 · ⭐ 2K) - This repository is for active development of the Azure SDK.. MIT
GitHub (👨💻 330 · 🔀 1.4K · 📦 1.7K · 📋 5.3K - 17% open · ⏱️ 15.07.2021):
git clone https://github.com/Azure/azure-sdk-for-python
PyPi (📥 29M / month · 📦 380 · ⏱️ 22.04.2021):
pip install azure-storage-blob
Conda (📥 240K · ⏱️ 22.04.2021):
conda install -c conda-forge azure-storage-blob
SQLAlchemy-Utils 🥈 31 · ⭐ 800) - Various utility functions and datatypes for SQLAlchemy. BSD-3
GitHub (👨💻 98 · 🔀 250 · 📦 11K · 📋 330 - 53% open · ⏱️ 28.06.2021):
git clone https://github.com/kvesteri/sqlalchemy-utils
PyPi (📥 2.2M / month · 📦 3.4K · ⏱️ 28.06.2021):
pip install sqlalchemy-utils
Conda (📥 320K · ⏱️ 26.04.2021):
conda install -c conda-forge sqlalchemy-utils
Elasticsearch DSL 🥈 30 · ⭐ 3.3K) - High level Python client for Elasticsearch. Apache-2 confluent-kafka-python 🥈 30 · ⭐ 2.3K) - Confluent's Kafka Python Client. Apache-2 mysqlclient 🥈 30 · ⭐ 1.9K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0
GitHub (👨💻 64 · 🔀 320 · 📥 5.2K · 📋 270 - 5% open · ⏱️ 08.01.2021):
git clone https://github.com/PyMySQL/mysqlclient
PyPi (📥 3.7M / month · 📦 14K · ⏱️ 01.01.2021):
Conda (📥 95K · ⏱️ 04.01.2021):
conda install -c conda-forge mysqlclient
PynamoDB 🥈 30 · ⭐ 1.7K) - A pythonic interface to Amazon's DynamoDB. MIT
GitHub (👨💻 88 · 🔀 360 · 📦 750 · 📋 490 - 45% open · ⏱️ 29.06.2021):
git clone https://github.com/pynamodb/PynamoDB
PyPi (📥 690K / month · 📦 240 · ⏱️ 29.06.2021):
Conda (📥 100K · ⏱️ 29.06.2021):
conda install -c conda-forge pynamodb
dataset 🥉 29 · ⭐ 4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT Databases 🥉 29 · ⭐ 2.3K) - Async database support for Python. BSD-3
GitHub (👨💻 28 · 🔀 160 · 📦 2.3K · 📋 220 - 48% open · ⏱️ 13.05.2021):
git clone https://github.com/encode/databases
PyPi (📥 100K / month · 📦 60 · ⏱️ 14.03.2021):
Conda (📥 110K · ⏱️ 26.04.2021):
conda install -c conda-forge databases
Ibis 🥉 29 · ⭐ 1.6K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
GitHub (👨💻 74 · 🔀 270 · 📦 190 · 📋 1.5K - 35% open · ⏱️ 15.07.2021):
git clone https://github.com/ibis-project/ibis
PyPi (📥 640K / month · 📦 48 · ⏱️ 11.11.2020):
pip install ibis-framework
Conda (📥 200K · ⏱️ 13.11.2020):
conda install -c conda-forge ibis-framework
influxdb 🥉 29 · ⭐ 1.5K) - Python client for InfluxDB. MIT
GitHub (👨💻 140 · 🔀 490 · 📦 4.6K · 📋 510 - 26% open · ⏱️ 09.04.2021):
git clone https://github.com/influxdata/influxdb-python
PyPi (📥 1.4M / month · 📦 2.1K · ⏱️ 11.11.2020):
Conda (📥 18K · ⏱️ 12.11.2020):
conda install -c conda-forge influxdb
PyPika 🥉 29 · ⭐ 1.3K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 pygsheets 🥉 29 · ⭐ 1.2K) - Google Sheets Python API v4. MIT py2neo 🥉 29 · ⭐ 1K) - Py2neo is a comprehensive Neo4j driver library and toolkit for Python. Apache-2
GitHub (👨💻 33 · 🔀 220 · 📋 740 - 2% open · ⏱️ 21.06.2021):
git clone https://github.com/py2neo-org/py2neo
PyPi (📥 87K / month · 📦 1.1K · ⏱️ 14.06.2021):
Conda (📥 37K · ⏱️ 15.06.2021):
conda install -c conda-forge py2neo
redis-py-cluster 🥉 29 · ⭐ 970) - Python cluster client for the official redis cluster. Redis.. MIT s3fs 🥉 29 · ⭐ 450) - S3 Filesystem. BSD-3
GitHub (👨💻 68 · 🔀 150 · 📦 4.1K · 📋 270 - 22% open · ⏱️ 13.07.2021):
git clone https://github.com/dask/s3fs
PyPi (📥 12M / month · 📦 450 · ⏱️ 13.07.2021):
Conda (📥 1.9M · ⏱️ 13.07.2021):
conda install -c conda-forge s3fs
minio 🥉 29 · ⭐ 440) - MinIO Client SDK for Python. Apache-2
GitHub (👨💻 94 · 🔀 200 · 📦 1.7K · 📋 410 - 0% open · ⏱️ 08.07.2021):
git clone https://github.com/minio/minio-py
PyPi (📥 670K / month · 📦 340 · ⏱️ 08.07.2021):
Conda (📥 33K · ⏱️ 08.07.2021):
conda install -c conda-forge minio
Records 🥉 28 · ⭐ 6.7K · 💤 ) - SQL for Humans. ISC
GitHub (👨💻 37 · 🔀 560 · 📦 790 · 📋 140 - 42% open · ⏱️ 22.12.2020):
git clone https://github.com/kennethreitz/records
PyPi (📥 170K / month · 📦 300 · ⏱️ 21.02.2019):
Conda (📥 19K · ⏱️ 30.05.2021):
conda install -c conda-forge records
pysolr 🥉 28 · ⭐ 590) - Pysolr Python Solr client. BSD-3
GitHub (👨💻 63 · 🔀 320 · 📦 2.3K · 📋 140 - 19% open · ⏱️ 17.05.2021):
git clone https://github.com/django-haystack/pysolr
PyPi (📥 150K / month · 📦 2.5K · ⏱️ 17.04.2020):
Conda (📥 16K · ⏱️ 28.04.2020):
conda install -c conda-forge pysolr
pandas-gbq 🥉 28 · ⭐ 260) - Pandas Google BigQuery. BSD-3
GitHub (👨💻 29 · 🔀 93 · 📥 240 · 📦 2.6K · 📋 200 - 19% open · ⏱️ 30.03.2021):
git clone https://github.com/pydata/pandas-gbq
PyPi (📥 6.1M / month · 📦 430 · ⏱️ 10.11.2020):
Conda (📥 830K · ⏱️ 28.04.2021):
conda install -c conda-forge pandas-gbq
libcloud 🥉 27 · ⭐ 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 tortoise-orm 🥉 25 · ⭐ 2.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 HappyBase 🥉 25 · ⭐ 560) - A developer-friendly Python library to interact with Apache HBase. MIT
GitHub (👨💻 19 · 🔀 150 · 📦 510 · 📋 210 - 14% open · ⏱️ 08.02.2021):
git clone https://github.com/python-happybase/happybase
PyPi (📥 78K / month · 📦 420 · ⏱️ 14.05.2019):
Conda (📥 61K · ⏱️ 01.07.2019):
conda install -c conda-forge happybase
cloudant 🥉 25 · ⭐ 170) - A Python library for Cloudant and CouchDB. Apache-2
GitHub (👨💻 29 · 🔀 48 · 📦 1.5K · 📋 250 - 0% open · ⏱️ 01.07.2021):
git clone https://github.com/cloudant/python-cloudant
PyPi (📥 52K / month · 📦 530 · ⏱️ 18.08.2020):
Conda (📥 82K · ⏱️ 30.05.2021):
conda install -c conda-forge cloudant
Pony 🥉 24 · ⭐ 2.6K) - Pony Object Relational Mapper. Apache-2
GitHub (👨💻 20 · 🔀 200 · 📦 2K · 📋 560 - 46% open · ⏱️ 28.02.2021):
git clone https://github.com/ponyorm/pony
PyPi (📥 56K / month · 📦 540 · ⏱️ 23.11.2020):
Conda (📥 55K · ⏱️ 23.11.2020):
conda install -c conda-forge pony
gino 🥉 24 · ⭐ 2.2K) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 cx-Oracle 🥉 24 · ⭐ 750) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3 neo4j-driver 🥉 24 · ⭐ 630) - Neo4j Bolt driver for Python. Apache-2 AWS Data Wrangler 🥉 23 · ⭐ 1.9K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandasumongo 🥉 23 · ⭐ 360) - sync/async MongoDB ODM, yes. MIT pyhdb 🥉 22 · ⭐ 300) - SAP HANA Connector in pure Python. Apache-2 piccolos 🥉 21 · ⭐ 340) - A fast, user friendly ORM and query builder which supports asyncio. MIT PyMODM 🥉 21 · ⭐ 330 · 💤 ) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
GitHub (👨💻 18 · 🔀 60 · 📦 410 · ⏱️ 16.10.2020):
git clone https://github.com/mongodb/pymodm
PyPi (📥 13K / month · 📦 150 · ⏱️ 30.04.2020):
Conda (📥 2.2K · ⏱️ 30.04.2020):
conda install -c conda-forge pymodm
Queries 🥉 20 · ⭐ 240 · 💤 ) - PostgreSQL database access simplified. BSD-3 filedepot 🥉 20 · ⭐ 130) - Toolkit for storing files and attachments in web applications. MIT ODMantic 🥉 19 · ⭐ 320) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC gsheets-db-api 🥉 18 · ⭐ 140) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT PugSQL 🥉 17 · ⭐ 440) - A HugSQL-inspired database library for Python. Apache-2 psycopg3 🥉 12 · ⭐ 370) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 Show 5 hidden projects...
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Faker 🥇 37 · ⭐ 13K) - Faker is a Python package that generates fake data for you. MIT
GitHub (👨💻 410 · 🔀 1.5K · 📦 33K · 📋 530 - 28% open · ⏱️ 14.07.2021):
git clone https://github.com/joke2k/faker
PyPi (📥 4.4M / month · 📦 4.7K · ⏱️ 12.07.2021):
Conda (📥 460K · ⏱️ 12.07.2021):
conda install -c conda-forge faker
xlwings 🥇 33 · ⭐ 2K) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3
GitHub (👨💻 54 · 🔀 360 · 📥 25K · 📦 17K · 📋 1.3K - 24% open · ⏱️ 15.07.2021):
git clone https://github.com/xlwings/xlwings
PyPi (📥 560K / month · 📦 1.1K · ⏱️ 01.09.2020):
Conda (📥 360K · ⏱️ 06.07.2021):
conda install -c conda-forge xlwings
Datasets 🥇 32 · ⭐ 8.6K) - The largest hub of ready-to-use NLP datasets for ML models with.. Apache-2 python-magic 🥇 32 · ⭐ 1.9K) - A python wrapper for libmagic. MIT
GitHub (👨💻 52 · 🔀 220 · 📦 16K · 📋 160 - 17% open · ⏱️ 03.06.2021):
git clone https://github.com/ahupp/python-magic
PyPi (📥 2.7M / month · 📦 5.1K · ⏱️ 03.06.2021):
Conda (📥 96K · ⏱️ 08.06.2021):
conda install -c conda-forge python-magic
xlrd 🥇 32 · ⭐ 1.9K · 💤 ) - Please use openpyxl where you can... BSD-3
GitHub (👨💻 50 · 🔀 410 · 📦 77K · ⏱️ 12.12.2020):
git clone https://github.com/python-excel/xlrd
PyPi (📥 9.9M / month · 📦 14K · ⏱️ 11.12.2020):
Conda (📥 1.5M · ⏱️ 09.01.2021):
conda install -c conda-forge xlrd
csvkit 🥈 30 · ⭐ 4.6K · 📈 ) - A suite of utilities for converting to and working with CSV, the king.. MIT
GitHub (👨💻 97 · 🔀 550 · 📦 900 · 📋 820 - 7% open · ⏱️ 14.07.2021):
git clone https://github.com/wireservice/csvkit
PyPi (📥 59K / month · 📦 700 · ⏱️ 13.07.2021):
Conda (📥 52K · ⏱️ 13.07.2021):
conda install -c conda-forge csvkit
Tablib 🥈 30 · ⭐ 4K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
GitHub (👨💻 110 · 🔀 560 · 📦 11K · 📋 230 - 14% open · ⏱️ 01.03.2021):
git clone https://github.com/jazzband/tablib
PyPi (📥 780K / month · 📦 2.4K · ⏱️ 05.12.2020):
Conda (📥 64K · ⏱️ 05.12.2020):
conda install -c conda-forge tablib
smart-open 🥈 30 · ⭐ 2.1K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT snorkel 🥈 28 · ⭐ 4.7K) - A system for quickly generating training data with weak supervision. Apache-2
GitHub (👨💻 67 · 🔀 760 · 📥 690 · 📦 99 · 📋 950 - 2% open · ⏱️ 15.06.2021):
git clone https://github.com/snorkel-team/snorkel
PyPi (📥 100K / month · 📦 8 · ⏱️ 09.03.2021):
Conda (📥 20K · ⏱️ 30.04.2021):
conda install -c conda-forge snorkel
pandas-datareader 🥈 28 · ⭐ 2.1K · 📉 ) - Extract data from a wide range of Internet sources.. BSD-3
GitHub (👨💻 81 · 🔀 540 · 📦 10K · 📋 470 - 18% open · ⏱️ 13.07.2021):
git clone https://github.com/pydata/pandas-datareader
PyPi (📥 260K / month · 📦 1.4K · ⏱️ 13.07.2021):
pip install pandas-datareader
Conda (📥 130K · ⏱️ 14.07.2021):
conda install -c conda-forge pandas-datareader
gdown 🥉 27 · ⭐ 1.2K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
GitHub (👨💻 10 · 🔀 120 · 📦 3.2K · 📋 57 - 31% open · ⏱️ 09.05.2021):
git clone https://github.com/wkentaro/gdown
PyPi (📥 160K / month · 📦 52 · ⏱️ 02.05.2021):
Conda (📥 28K · ⏱️ 02.05.2021):
conda install -c conda-forge gdown
Intake 🥉 26 · ⭐ 590) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
GitHub (👨💻 61 · 🔀 100 · 📦 280 · 📋 280 - 27% open · ⏱️ 12.07.2021):
git clone https://github.com/intake/intake
PyPi (📥 5.7K / month · 📦 74 · ⏱️ 16.03.2021):
Conda (📥 86K · ⏱️ 16.03.2021):
conda install -c conda-forge intake
Singer 🥉 24 · ⭐ 820) - Standard for moving data between databases, web APIs, files, queues,.. ❗️AGPL-3.0 tabulator-py 🥉 24 · ⭐ 210) - Python library for reading and writing tabular data via streams. MIT
GitHub (👨💻 27 · 🔀 42 · 📦 580 · 📋 180 - 0% open · ⏱️ 22.03.2021):
git clone https://github.com/frictionlessdata/tabulator-py
PyPi (📥 220K / month · 📦 100 · ⏱️ 21.03.2021):
Conda (📥 43K · ⏱️ 24.07.2018):
conda install -c conda-forge tabulator-py
camelot 🥉 23 · ⭐ 1.2K) - A Python library to extract tabular data from PDFs. MIT deepdish 🥉 23 · ⭐ 220) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
GitHub (👨💻 9 · 🔀 50 · 📦 470 · 📋 38 - 42% open · ⏱️ 16.06.2021):
git clone https://github.com/uchicago-cs/deepdish
PyPi (📥 35K / month · 📦 90 · ⏱️ 21.10.2017):
Conda (📥 57K · ⏱️ 08.07.2020):
conda install -c conda-forge deepdish
SDV 🥉 22 · ⭐ 460 · 📉 ) - Synthetic Data Generation for tabular, relational and time series data. MIT rows 🥉 21 · ⭐ 760) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 datatest 🥉 20 · ⭐ 240) - Tools for test driven data-wrangling and data validation. Apache-2 openpyxl 🥉 20) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
PyPi (📥 14M / month · 📦 9.8K · ⏱️ 09.03.2021):
Conda (📥 53K · ⏱️ 13.03.2021):
conda install -c anaconda openpyxl
Docker Hub (📥 1.2K · ⏱️ 13.09.2018):
docker pull openpyxl/openpyxl-ci
excalibur 🥉 19 · ⭐ 990 · 💤 ) - A web interface to extract tabular data from PDFs. MIT csvs-to-sqlite 🥉 16 · ⭐ 620 · 💤 ) - Convert CSV files into a SQLite database. Apache-2 Show 5 hidden projects...
xmltodict 🥇 32 · ⭐ 4.5K · 💀 ) - Python module that makes working with XML feel like you are.. MIT PDFMiner 🥉 27 · ⭐ 4.6K · 💀 ) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT textract 🥉 27 · ⭐ 3K · 💀 ) - extract text from any document. no muss. no fuss. MIT messytables 🥉 22 · ⭐ 370 · 💀 ) - Tools for parsing messy tabular data. This is now superseded by.. MIT pyexcel-xlsx 🥉 22 · ⭐ 89 · 💤 ) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3
PyYAML 🥇 35 · ⭐ 1.6K) - Canonical source repository for PyYAML. MIT
GitHub (👨💻 36 · 🔀 320 · 📦 340K · 📋 400 - 48% open · ⏱️ 20.01.2021):
git clone https://github.com/yaml/pyyaml
PyPi (📥 95M / month · 📦 110K · ⏱️ 20.01.2021):
Conda (📥 12M · ⏱️ 21.01.2021):
conda install -c conda-forge pyyaml
XlsxWriter 🥉 31 · ⭐ 2.6K) - A Python module for creating Excel XLSX files. BSD-3
GitHub (👨💻 44 · 🔀 530 · 📦 37K · 📋 720 - 1% open · ⏱️ 11.07.2021):
git clone https://github.com/jmcnamara/XlsxWriter
PyPi (📥 6.2M / month · 📦 6.2K · ⏱️ 04.07.2021):
Conda (📥 1.3M · ⏱️ 04.07.2021):
conda install -c conda-forge xlsxwriter
Show 1 hidden projects...
jmespath 🥉 33 · ⭐ 1.4K · 💀 ) - JMESPath is a query language for JSON. MIT
deepdiff 🥇 29 · ⭐ 1.1K) - Deep Difference and search of any Python object/data. MIT
GitHub (👨💻 54 · 🔀 140 · 📦 2.2K · 📋 150 - 19% open · ⏱️ 30.04.2021):
git clone https://github.com/seperman/deepdiff
PyPi (📥 3.4M / month · 📦 820 · ⏱️ 29.04.2021):
Conda (📥 49K · ⏱️ 29.04.2021):
conda install -c conda-forge deepdiff
typing_inspect 🥈 24 · ⭐ 210) - Runtime inspection utilities for Python typing module. MIT
GitHub (👨💻 11 · 🔀 17 · 📋 42 - 33% open · ⏱️ 07.06.2021):
git clone https://github.com/ilevkivskyi/typing_inspect
PyPi (📥 8M / month · 📦 80 · ⏱️ 07.06.2021):
pip install typing_inspect
Conda (📥 250K · ⏱️ 09.06.2021):
conda install -c conda-forge typing_inspect
Show 2 hidden projects...
more-itertools 🥇 35 · ⭐ 2K) - More routines for operating on iterables, beyond itertools. MIT
GitHub (👨💻 72 · 🔀 160 · 📥 2.2K · 📦 110K · 📋 160 - 5% open · ⏱️ 12.07.2021):
git clone https://github.com/more-itertools/more-itertools
PyPi (📥 14M / month · 📦 15K · ⏱️ 21.05.2021):
pip install more-itertools
Conda (📥 6.4M · ⏱️ 21.05.2021):
conda install -c conda-forge more-itertools
toolz 🥇 33 · ⭐ 3.6K) - A functional standard library for Python. BSD-3
GitHub (👨💻 69 · 🔀 210 · 📦 43K · 📋 230 - 41% open · ⏱️ 22.04.2021):
git clone https://github.com/pytoolz/toolz
PyPi (📥 6.1M / month · 📦 5.5K · ⏱️ 24.09.2020):
Conda (📥 4.6M · ⏱️ 24.09.2020):
conda install -c conda-forge toolz
attrs 🥇 33 · ⭐ 3.6K) - Python Classes Without Boilerplate. MIT
GitHub (👨💻 100 · 🔀 260 · 📦 250K · 📋 490 - 21% open · ⏱️ 30.06.2021):
git clone https://github.com/python-attrs/attrs
PyPi (📥 69M / month · 📦 28K · ⏱️ 07.05.2021):
Conda (📥 9.4M · ⏱️ 07.05.2021):
conda install -c conda-forge attrs
boltons 🥈 31 · ⭐ 5.5K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
GitHub (👨💻 72 · 🔀 300 · 📥 21 · 📦 1.6K · 📋 130 - 31% open · ⏱️ 19.05.2021):
git clone https://github.com/mahmoud/boltons
PyPi (📥 1.1M / month · 📦 490 · ⏱️ 17.05.2021):
Conda (📥 460K · ⏱️ 27.05.2021):
conda install -c conda-forge boltons
tenacity 🥈 30 · ⭐ 3.1K) - Retrying library for Python. Apache-2
GitHub (👨💻 68 · 🔀 170 · 📋 180 - 31% open · ⏱️ 12.07.2021):
git clone https://github.com/jd/tenacity
PyPi (📥 14M / month · 📦 790 · ⏱️ 12.07.2021):
Conda (📥 810K · ⏱️ 12.07.2021):
conda install -c conda-forge tenacity
funcy 🥈 29 · ⭐ 2.6K) - A fancy and practical functional tools. BSD-3
GitHub (👨💻 26 · 🔀 120 · 📦 3.2K · 📋 62 - 4% open · ⏱️ 10.05.2021):
git clone https://github.com/Suor/funcy
PyPi (📥 540K / month · 📦 860 · ⏱️ 10.05.2021):
Conda (📥 130K · ⏱️ 10.05.2021):
conda install -c conda-forge funcy
python-dependency-injector 🥉 27 · ⭐ 1.4K) - Dependency injection framework for Python. BSD-3 natsort 🥉 27 · ⭐ 550) - Simple yet flexible natural sorting in Python. MIT
GitHub (👨💻 16 · 🔀 32 · 📦 7.1K · 📋 67 - 1% open · ⏱️ 14.04.2021):
git clone https://github.com/SethMMorton/natsort
PyPi (📥 2M / month · 📦 1.2K · ⏱️ 25.01.2021):
Conda (📥 370K · ⏱️ 25.01.2021):
conda install -c conda-forge natsort
returns 🥉 26 · ⭐ 1.8K) - Make your functions return something meaningful, typed, and safe!. BSD-2 ubelt 🥉 23 · ⭐ 570) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2 pinject 🥉 22 · ⭐ 1.3K) - A pythonic dependency injection library. Apache-2 Show 4 hidden projects...
retrying 🥉 26 · ⭐ 1.7K · 💀 ) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 ratelimit 🥉 25 · ⭐ 400 · 💀 ) - API Rate Limit Decorator. MIT pampy 🥉 22 · ⭐ 3.4K · 💀 ) - Pampy: The Pattern Matching for Python you always dreamed of. MIT CommonRegex 🥉 21 · ⭐ 1.4K · 💀 ) - A collection of common regular expressions bundled with an easy.. MIT
micropython 🥇 25 · ⭐ 13K) - MicroPython - a lean and efficient Python implementation for.. MIT cpython 🥈 24 · ⭐ 39K) - The Python programming language. MIT pyston 🥈 22 · ⭐ 1.4K · 🐣 ) - A faster and highly-compatible implementation of the Python.. Apache-2 Show 3 hidden projects...
grumpy 🥉 16 · ⭐ 10K · 💀 ) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2 stackless 🥉 11 · ⭐ 720) - The Stackless Python programming language. ❗Unlicensedcl-python 🥉 11 · ⭐ 320 · 💀 ) - An implementation of Python in Common Lisp. ❗Unlicensed
Pygments 🥇 36 · ⭐ 660) - Pygments is a generic syntax highlighter written in Python. BSD-2
GitHub (👨💻 640 · 🔀 720 · 📦 240K · 📋 1.5K - 22% open · ⏱️ 09.07.2021):
git clone https://github.com/pygments/pygments
PyPi (📥 26M / month · 📦 68K · ⏱️ 03.05.2021):
Conda (📥 7.3M · ⏱️ 05.05.2021):
conda install -c conda-forge pygments
cookiecutter 🥇 34 · ⭐ 15K) - A command-line utility that creates projects from cookiecutters.. BSD-3
GitHub (👨💻 260 · 🔀 1.5K · 📋 700 - 29% open · ⏱️ 15.06.2021):
git clone https://github.com/cookiecutter/cookiecutter
PyPi (📥 1M / month · 📦 2.3K · ⏱️ 14.06.2021):
Conda (📥 180K · ⏱️ 17.05.2021):
conda install -c conda-forge cookiecutter
pyparsing 🥇 34 · ⭐ 1.2K) - Python library for creating PEG parsers. MIT
GitHub (👨💻 32 · 🔀 180 · 📥 5.6K · 📦 340K · 📋 180 - 25% open · ⏱️ 14.05.2021):
git clone https://github.com/pyparsing/pyparsing
PyPi (📥 56M / month · 📦 59K · ⏱️ 30.12.2020):
Conda (📥 14M · ⏱️ 06.04.2020):
conda install -c conda-forge pyparsing
pycparser 🥈 33 · ⭐ 2.3K) - Complete C99 parser in pure Python. BSD-3
GitHub (👨💻 72 · 🔀 480 · 📦 220K · 📋 270 - 5% open · ⏱️ 07.07.2021):
git clone https://github.com/eliben/pycparser
PyPi (📥 51M / month · 📦 32K · ⏱️ 04.03.2020):
Conda (📥 11M · ⏱️ 27.06.2020):
conda install -c conda-forge pycparser
decorator 🥈 33 · ⭐ 560) - Decorators for Humans. BSD-2
GitHub (👨💻 24 · 🔀 82 · 📦 220K · 📋 83 - 2% open · ⏱️ 15.07.2021):
git clone https://github.com/micheles/decorator
PyPi (📥 37M / month · 📦 46K · ⏱️ 16.05.2021):
Conda (📥 8.1M · ⏱️ 16.05.2021):
conda install -c conda-forge decorator
wrapt 🥈 32 · ⭐ 1.5K) - A Python module for decorators, wrappers and monkey patching. BSD-2
GitHub (👨💻 19 · 🔀 190 · 📋 130 - 38% open · ⏱️ 18.06.2021):
git clone https://github.com/GrahamDumpleton/wrapt
PyPi (📥 32M / month · 📦 21K · ⏱️ 09.03.2020):
Conda (📥 3.8M · ⏱️ 29.06.2021):
conda install -c conda-forge wrapt
pluggy 🥈 32 · ⭐ 630) - A minimalist production ready plugin system. MIT
GitHub (👨💻 35 · 🔀 94 · 📦 130K · 📋 130 - 28% open · ⏱️ 03.04.2021):
git clone https://github.com/pytest-dev/pluggy
PyPi (📥 26M / month · 📦 19K · ⏱️ 04.06.2020):
Conda (📥 6.5M · ⏱️ 28.06.2021):
conda install -c conda-forge pluggy
py4j 🥈 30 · ⭐ 850) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
GitHub (👨💻 29 · 🔀 160 · 📦 6.2K · 📋 370 - 34% open · ⏱️ 27.02.2021):
git clone https://github.com/bartdag/py4j
PyPi (📥 14M / month · 📦 1.1K · ⏱️ 07.09.2020):
Conda (📥 980K · ⏱️ 10.06.2020):
conda install -c conda-forge py4j
Send2Trash 🥈 30 · ⭐ 180) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
GitHub (👨💻 13 · 🔀 29 · 📦 90K · 📋 38 - 52% open · ⏱️ 23.06.2021):
git clone https://github.com/arsenetar/send2trash
PyPi (📥 10M / month · 📦 5K · ⏱️ 22.06.2021):
Conda (📥 3.1M · ⏱️ 22.06.2021):
conda install -c conda-forge send2trash
keyboard 🥉 29 · ⭐ 2.4K) - Hook and simulate global keyboard events on Windows and Linux. MIT pyscaffold 🥉 27 · ⭐ 1.1K) - Python project template generator with batteries included. MIT
GitHub (👨💻 42 · 🔀 120 · 📋 230 - 3% open · ⏱️ 14.07.2021):
git clone https://github.com/pyscaffold/pyscaffold
PyPi (📥 280K / month · 📦 74 · ⏱️ 26.05.2021):
Conda (📥 120K · ⏱️ 26.05.2021):
conda install -c conda-forge pyscaffold
diagrams 🥉 25 · ⭐ 15K) - Diagram as Code for prototyping cloud system architectures. MIT
GitHub (👨💻 88 · 🔀 800 · 📋 350 - 63% open · ⏱️ 23.05.2021):
git clone https://github.com/mingrammer/diagrams
PyPi (📥 58K / month · ⏱️ 23.05.2021):
Conda (📥 81K · ⏱️ 05.07.2021):
conda install -c conda-forge diagrams
pluginbase 🥉 25 · ⭐ 960) - A simple but flexible plugin system for Python. BSD-3
GitHub (👨💻 9 · 🔀 140 · 📦 860 · ⏱️ 16.05.2021):
git clone https://github.com/mitsuhiko/pluginbase
PyPi (📥 400K / month · 📦 270 · ⏱️ 16.05.2021):
Conda (📥 180K · ⏱️ 04.02.2019):
conda install -c conda-forge pluginbase
pyscreenshot 🥉 25 · ⭐ 410) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2 python-mss 🥉 23 · ⭐ 610 · 💤 ) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
GitHub (👨💻 14 · 🔀 57 · 📋 110 - 25% open · ⏱️ 31.10.2020):
git clone https://github.com/BoboTiG/python-mss
PyPi (📥 340K / month · 📦 300 · ⏱️ 31.10.2020):
Conda (📥 6.3K · ⏱️ 31.10.2020):
conda install -c conda-forge python-mss
fastcore 🥉 23 · ⭐ 600) - Python supercharged for the fastai library. Apache-2 Show 3 hidden projects...
catalogue 🥉 25 · ⭐ 92) - Super lightweight function registries for your library. MIT powerline-shell 🥉 24 · ⭐ 5.6K · 💀 ) - A beautiful and useful prompt for your shell. MIT macropy 🥉 23 · ⭐ 3.1K · 💀 ) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
Best-of lists best-of-ml-python best-of-web-python best-of-python-dev awesome-python
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 .
![@github-actions[bot]](https://web.archive.org/web/20210803014613im_/https://avatars.githubusercontent.com/in/15368?v=4){kind=small}