🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.

Overview

Best-of Python

🏆   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 730K 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!


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Contents

Explanation

  • 🥇 🥈 🥉   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

Data Serialization

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protobuf ( 🥇 39 · 46K · 📉 ) - Protocol Buffers - Google's data interchange format. BSD-3
  • GitHub ( 👨‍💻 780 · 🔀 12K · 📥 22M · 📦 120K · 📋 4.5K - 27% open · ⏱️ 04.02.2021):

     git clone https://github.com/protocolbuffers/protobuf
    
  • PyPi ( 📥 22M / month · 📦 25K · ⏱️ 13.11.2020):

     pip install protobuf
    
  • Conda ( 📥 4.1M · ⏱️ 08.01.2021):

     conda install -c conda-forge protobuf
    
flatbuffers ( 🥇 33 · 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • GitHub ( 👨‍💻 470 · 🔀 2.4K · 📥 27K · 📦 760 · 📋 1.6K - 9% open · ⏱️ 03.02.2021):

     git clone https://github.com/google/flatbuffers
    
  • PyPi ( 📥 1.3M / month · 📦 170 · ⏱️ 12.03.2020):

     pip install flatbuffers
    
  • Conda ( 📥 220K · ⏱️ 23.11.2020):

     conda install -c conda-forge flatbuffers
    
ultrajson ( 🥇 33 · 3.1K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
  • GitHub ( 👨‍💻 71 · 🔀 300 · 📦 20K · 📋 290 - 13% open · ⏱️ 16.11.2020):

     git clone https://github.com/ultrajson/ultrajson
    
  • PyPi ( 📥 5.7M / month · 📦 6.6K · ⏱️ 21.01.2021):

     pip install ujson
    
simplejson ( 🥇 33 · 1.4K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
  • GitHub ( 👨‍💻 36 · 🔀 300 · 📥 5.2K · 📦 57K · 📋 170 - 8% open · ⏱️ 29.12.2020):

     git clone https://github.com/simplejson/simplejson
    
  • PyPi ( 📥 6.2M / month · 📦 39K · ⏱️ 16.07.2020):

     pip install simplejson
    
  • Conda ( 📥 920K · ⏱️ 09.01.2021):

     conda install -c conda-forge simplejson
    
marshmallow ( 🥈 31 · 5.3K) - A lightweight library for converting complex objects to and from.. MIT
  • GitHub ( 👨‍💻 190 · 🔀 540 · 📦 24K · 📋 1K - 11% open · ⏱️ 01.02.2021):

     git clone https://github.com/marshmallow-code/marshmallow
    
  • PyPi ( 📥 2.9M / month · 📦 18K · ⏱️ 19.12.2020):

     pip install marshmallow
    
  • Conda ( 📥 440K · ⏱️ 20.12.2020):

     conda install -c conda-forge marshmallow
    
msgpack ( 🥈 31 · 1.4K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
  • GitHub ( 👨‍💻 66 · 🔀 190 · 📥 830 · 📦 34K · 📋 220 - 1% open · ⏱️ 27.01.2021):

     git clone https://github.com/msgpack/msgpack-python
    
  • PyPi ( 📥 4.9M / month · 📦 2.6K · ⏱️ 18.12.2020):

     pip install msgpack
    
  • Conda ( 📥 3.3M · ⏱️ 08.01.2021):

     conda install -c conda-forge msgpack-python
    
cloudpickle ( 🥉 30 · 880) - Extended pickling support for Python objects. BSD-3
  • GitHub ( 👨‍💻 44 · 🔀 100 · 📥 16 · 📦 32K · 📋 180 - 27% open · ⏱️ 22.09.2020):

     git clone https://github.com/cloudpipe/cloudpickle
    
  • PyPi ( 📥 4.1M / month · 📦 4.1K · ⏱️ 25.08.2020):

     pip install cloudpickle
    
  • Conda ( 📥 3.7M · ⏱️ 26.08.2020):

     conda install -c conda-forge cloudpickle
    
pyasn1 ( 🥉 30 · 170 · 💤 ) - Generic ASN.1 library for Python. BSD-2
  • GitHub ( 👨‍💻 16 · 🔀 78 · 📦 110K · 📋 100 - 40% open · ⏱️ 21.03.2020):

     git clone https://github.com/etingof/pyasn1
    
  • PyPi ( 📥 30M / month · 📦 28K · ⏱️ 16.11.2019):

     pip install pyasn1
    
  • Conda ( 📥 3M · ⏱️ 17.11.2019):

     conda install -c conda-forge pyasn1
    
dill ( 🥉 29 · 1.3K) - serialize all of python. BSD-3
  • GitHub ( 👨‍💻 26 · 🔀 120 · 📥 230K · 📋 330 - 40% open · ⏱️ 03.01.2021):

     git clone https://github.com/uqfoundation/dill
    
  • PyPi ( 📥 2.8M / month · 📦 5K · ⏱️ 02.11.2020):

     pip install dill
    
  • Conda ( 📥 1M · ⏱️ 02.11.2020):

     conda install -c conda-forge dill
    
jsonpickle ( 🥉 29 · 890) - Python library for serializing any arbitrary object graph into JSON... BSD-3
  • GitHub ( 👨‍💻 61 · 🔀 140 · 📋 240 - 25% open · ⏱️ 03.02.2021):

     git clone https://github.com/jsonpickle/jsonpickle
    
  • PyPi ( 📥 3M / month · 📦 3.3K · ⏱️ 31.01.2021):

     pip install jsonpickle
    
  • Conda ( 📥 590K · ⏱️ 22.04.2020):

     conda install -c conda-forge jsonpickle
    
orjson ( 🥉 27 · 1.7K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
  • GitHub ( 👨‍💻 9 · 🔀 65 · 📦 1.3K · 📋 140 - 9% open · ⏱️ 04.02.2021):

     git clone https://github.com/ijl/orjson
    
  • PyPi ( 📥 290K / month · 📦 28 · ⏱️ 04.02.2021):

     pip install orjson
    
  • Conda ( 📥 55K · ⏱️ 24.01.2021):

     conda install -c conda-forge orjson
    
srsly ( 🥉 27 · 180) - Modern high-performance serialization utilities for Python (JSON,.. MIT
  • GitHub ( 👨‍💻 10 · 🔀 19 · 📦 8.3K · 📋 18 - 11% open · ⏱️ 01.02.2021):

     git clone https://github.com/explosion/srsly
    
  • PyPi ( 📥 600K / month · 📦 410 · ⏱️ 01.02.2021):

     pip install srsly
    
  • Conda ( 📥 360K · ⏱️ 03.02.2021):

     conda install -c conda-forge srsly
    
python-rapidjson ( 🥉 26 · 410) - Python wrapper around rapidjson. MIT
  • GitHub ( 👨‍💻 17 · 🔀 34 · 📦 940 · 📋 93 - 7% open · ⏱️ 13.12.2020):

     git clone https://github.com/python-rapidjson/python-rapidjson
    
  • PyPi ( 📥 170K / month · 📦 290 · ⏱️ 13.12.2020):

     pip install python-rapidjson
    
  • Conda ( 📥 350K · ⏱️ 12.01.2021):

     conda install -c conda-forge python-rapidjson
    
pysimdjson ( 🥉 21 · 420) - Python bindings for the simdjson project. MIT
  • GitHub ( 👨‍💻 8 · 🔀 28 · 📦 38 · 📋 61 - 18% open · ⏱️ 04.02.2021):

     git clone https://github.com/TkTech/pysimdjson
    
  • PyPi ( 📥 4.3K / month · ⏱️ 04.02.2021):

     pip install pysimdjson
    

Data Structures

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pyrsistent ( 🥇 32 · 1.5K) - Persistent/Immutable/Functional data structures for Python. MIT
  • GitHub ( 👨‍💻 49 · 🔀 100 · 📦 69K · 📋 140 - 22% open · ⏱️ 30.11.2020):

     git clone https://github.com/tobgu/pyrsistent
    
  • PyPi ( 📥 11M / month · 📦 3.4K · ⏱️ 13.09.2020):

     pip install pyrsistent
    
  • Conda ( 📥 3.8M · ⏱️ 08.01.2021):

     conda install -c conda-forge pyrsistent
    
multidict ( 🥈 30 · 220) - The multidict implementation. Apache-2
  • GitHub ( 👨‍💻 35 · 🔀 58 · 📥 1.5K · 📋 120 - 7% open · ⏱️ 03.02.2021):

     git clone https://github.com/aio-libs/multidict
    
  • PyPi ( 📥 20M / month · 📦 5.3K · ⏱️ 03.12.2020):

     pip install multidict
    
  • Conda ( 📥 1.2M · ⏱️ 11.01.2021):

     conda install -c conda-forge multidict
    
addict ( 🥈 29 · 2K) - The Python Dict that's better than heroin. MIT
  • GitHub ( 👨‍💻 31 · 🔀 120 · 📥 14 · 📦 1.3K · 📋 69 - 10% open · ⏱️ 05.01.2021):

     git clone https://github.com/mewwts/addict
    
  • PyPi ( 📥 1.5M / month · 📦 370 · ⏱️ 21.11.2020):

     pip install addict
    
  • Conda ( 📥 170K · ⏱️ 11.10.2020):

     conda install -c conda-forge addict
    
python-sortedcontainers ( 🥉 28 · 2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
  • GitHub ( 👨‍💻 19 · 🔀 130 · 📋 130 - 14% open · ⏱️ 09.11.2020):

     git clone https://github.com/grantjenks/python-sortedcontainers
    
  • PyPi ( 📥 7.8M / month · 📦 3.2K · ⏱️ 09.11.2020):

     pip install sortedcontainers
    
munch ( 🥉 27 · 450) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
  • GitHub ( 👨‍💻 24 · 🔀 63 · 📋 31 - 19% open · ⏱️ 22.01.2021):

     git clone https://github.com/Infinidat/munch
    
  • PyPi ( 📥 670K / month · 📦 1.1K · ⏱️ 09.03.2020):

     pip install munch
    
  • Conda ( 📥 890K · ⏱️ 30.10.2019):

     conda install -c conda-forge munch
    
python-box ( 🥉 25 · 1.6K) - Python dictionaries with advanced dot notation access. MIT
  • GitHub ( 👨‍💻 1 · 🔀 64 · 📥 28 · 📦 1.2K · 📋 110 - 14% open · ⏱️ 29.10.2020):

     git clone https://github.com/cdgriffith/Box
    
  • PyPi ( 📥 300K / month · 📦 250 · ⏱️ 20.08.2020):

     pip install python-box
    
  • Conda ( 📥 63K · ⏱️ 29.10.2020):

     conda install -c conda-forge python-box
    
immutables ( 🥉 24 · 800) - A high-performance immutable mapping type for Python. Apache-2
  • GitHub ( 👨‍💻 7 · 🔀 30 · 📦 1.3K · 📋 29 - 37% open · ⏱️ 07.12.2020):

     git clone https://github.com/MagicStack/immutables
    
  • PyPi ( 📥 460K / month · 📦 100 · ⏱️ 18.05.2020):

     pip install immutables
    
  • Conda ( 📥 430K · ⏱️ 11.01.2021):

     conda install -c conda-forge immutables
    
ordered-set ( 🥉 24 · 110 · 💤 ) - A mutable set that remembers the order of its entries. One of.. MIT
  • GitHub ( 👨‍💻 17 · 🔀 31 · 📦 1.9K · 📋 30 - 20% open · ⏱️ 17.06.2020):

     git clone https://github.com/LuminosoInsight/ordered-set
    
  • PyPi ( 📥 940K / month · 📦 310 · ⏱️ 17.06.2020):

     pip install ordered-set
    
  • Conda ( 📥 61K · ⏱️ 18.06.2020):

     conda install -c conda-forge ordered-set
    

Data Validation

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pydantic ( 🥇 32 · 5.3K) - Data parsing and validation using Python type hints. MIT
  • GitHub ( 👨‍💻 180 · 🔀 470 · 📦 12K · 📋 1.3K - 23% open · ⏱️ 29.01.2021):

     git clone https://github.com/samuelcolvin/pydantic
    
  • PyPi ( 📥 1.5M / month · 📦 390 · ⏱️ 01.11.2020):

     pip install pydantic
    
  • Conda ( 📥 410K · ⏱️ 02.02.2021):

     conda install -c conda-forge pydantic
    
jsonschema ( 🥇 31 · 3.1K) - An(other) implementation of JSON Schema for Python. MIT
  • GitHub ( 👨‍💻 81 · 🔀 440 · 📦 130K · 📋 560 - 12% open · ⏱️ 08.01.2021):

     git clone https://github.com/Julian/jsonschema
    
  • PyPi ( 📥 12M / month · 📦 31K · ⏱️ 18.11.2019):

     pip install jsonschema
    
  • Conda ( 📥 5.3M · ⏱️ 13.10.2020):

     conda install -c conda-forge jsonschema
    
cerberus ( 🥇 31 · 2.4K) - Lightweight, extensible data validation library for Python. ISC
  • GitHub ( 👨‍💻 62 · 🔀 200 · 📦 8.8K · 📋 310 - 10% open · ⏱️ 28.09.2020):

     git clone https://github.com/pyeve/cerberus
    
  • PyPi ( 📥 610K / month · 📦 1.3K · ⏱️ 29.10.2019):

     pip install cerberus
    
  • Conda ( 📥 110K · ⏱️ 02.12.2019):

     conda install -c conda-forge cerberus
    
voluptuous ( 🥇 31 · 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
  • GitHub ( 👨‍💻 85 · 🔀 190 · 📦 3K · 📋 230 - 16% open · ⏱️ 27.01.2021):

     git clone https://github.com/alecthomas/voluptuous
    
  • PyPi ( 📥 700K / month · 📦 2.2K · ⏱️ 06.12.2020):

     pip install voluptuous
    
  • Conda ( 📥 88K · ⏱️ 30.12.2020):

     conda install -c conda-forge voluptuous
    
validators ( 🥈 29 · 440) - Python Data Validation for Humans. MIT
  • GitHub ( 👨‍💻 37 · 🔀 86 · 📦 11K · 📋 120 - 72% open · ⏱️ 18.12.2020):

     git clone https://github.com/kvesteri/validators
    
  • PyPi ( 📥 550K / month · 📦 1.9K · ⏱️ 18.12.2020):

     pip install validators
    
  • Conda ( 📥 10K · ⏱️ 18.12.2020):

     conda install -c conda-forge validators
    
schema ( 🥉 28 · 2.3K) - Schema validation just got Pythonic. MIT
  • GitHub ( 👨‍💻 60 · 🔀 160 · 📦 2.4K · ?? 130 - 50% open · ⏱️ 02.02.2021):

     git clone https://github.com/keleshev/schema
    
  • PyPi ( 📥 290K / month · 📦 1K · ⏱️ 31.07.2020):

     pip install schema
    
  • Conda ( 📥 20K · ⏱️ 01.02.2021):

     conda install -c conda-forge schema
    
param ( 🥉 27 · 190) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
  • GitHub ( 👨‍💻 27 · 🔀 40 · 📦 1.3K · 📋 260 - 44% open · ⏱️ 17.01.2021):

     git clone https://github.com/holoviz/param
    
  • PyPi ( 📥 77K / month · 📦 140 · ⏱️ 06.01.2021):

     pip install param
    
  • Conda ( 📥 230K · ⏱️ 08.01.2021):

     conda install -c conda-forge param
    
strictyaml ( 🥉 24 · 810) - Type-safe YAML parser and validator. MIT
  • GitHub ( 👨‍💻 16 · 🔀 35 · 📦 230 · 📋 110 - 45% open · ⏱️ 18.01.2021):

     git clone https://github.com/crdoconnor/strictyaml
    
  • PyPi ( 📥 13K / month · 📦 50 · ⏱️ 18.01.2021):

     pip install strictyaml
    
  • Conda ( 📥 49K · ⏱️ 19.01.2021):

     conda install -c conda-forge strictyaml
    
validr ( 🥉 18 · 200) - A simple, fast, extensible python library for data validation. MIT
  • GitHub ( 👨‍💻 7 · 🔀 11 · 📋 21 - 4% open · ⏱️ 03.02.2021):

     git clone https://github.com/guyskk/validr
    
  • PyPi ( 📥 3.1K / month · 📦 4 · ⏱️ 03.02.2021):

     pip install validr
    
typical ( 🥉 14 · 110) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
  • GitHub ( 👨‍💻 4 · 🔀 5 · 📋 73 - 17% open · ⏱️ 05.01.2021):

     git clone https://github.com/seandstewart/typical
    
  • PyPi ( 📥 320 / month · 📦 2 · ⏱️ 05.01.2021):

     pip install typical
    
Show 2 hidden projects...
  • schematics ( 🥉 28 · 2.4K · 💀 ) - Python Data Structures for Humans. BSD-3
  • valideer ( 🥉 18 · 250 · 💀 ) - Lightweight data validation and adaptation Python library. MIT

Algorithms & Design Patterns

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transitions ( 🥇 29 · 3.4K) - A lightweight, object-oriented finite state machine implementation.. MIT
  • GitHub ( 👨‍💻 63 · 🔀 420 · 📦 1.5K · 📋 360 - 2% open · ⏱️ 01.02.2021):

     git clone https://github.com/pytransitions/transitions
    
  • PyPi ( 📥 110K / month · 📦 350 · ⏱️ 28.12.2020):

     pip install transitions
    
  • Conda ( 📥 13K · ⏱️ 29.12.2020):

     conda install -c conda-forge transitions
    
algorithms ( 🥉 27 · 19K) - Minimal examples of data structures and algorithms in Python. MIT
  • GitHub ( 👨‍💻 160 · 🔀 3.8K · 📦 45 · 📋 230 - 63% open · ⏱️ 27.01.2021):

     git clone https://github.com/keon/algorithms
    
  • PyPi ( 📥 650 / month · 📦 14 · ⏱️ 04.10.2020):

     pip install algorithms
    
PyPattyrn ( 🥉 17 · 1.2K · 💤 ) - A simple library for implementing common design patterns. MIT
  • GitHub ( 👨‍💻 4 · 🔀 100 · 📦 12 · ⏱️ 09.02.2020):

     git clone https://github.com/tylerlaberge/PyPattyrn
    
  • PyPi ( 📥 1.1K / month · ⏱️ 11.09.2016):

     pip install pypattyrn
    

Date & Time Utilities

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python-dateutil ( 🥇 35 · 1.5K) - Useful extensions to the standard Python datetime features. Apache-2
  • GitHub ( 👨‍💻 120 · 🔀 350 · 📥 34K · 📋 600 - 43% open · ⏱️ 28.09.2020):

     git clone https://github.com/dateutil/dateutil
    
  • PyPi ( 📥 42M / month · 📦 120K · ⏱️ 03.11.2019):

     pip install python-dateutil
    
  • Conda ( 📥 13M · ⏱️ 03.11.2019):

     conda install -c conda-forge python-dateutil
    
arrow ( 🥈 34 · 6.5K) - Better dates & times for Python. Apache-2
  • GitHub ( 👨‍💻 230 · 🔀 540 · 📦 18K · 📋 400 - 11% open · ⏱️ 02.02.2021):

     git clone https://github.com/arrow-py/arrow
    
  • PyPi ( 📥 1.4M / month · 📦 7.4K · ⏱️ 06.10.2020):

     pip install arrow
    
  • Conda ( 📥 460K · ⏱️ 12.01.2021):

     conda install -c conda-forge arrow
    
dateparser ( 🥈 32 · 1.7K) - python parser for human readable dates. BSD-3
  • GitHub ( 👨‍💻 100 · 🔀 340 · 📦 5.3K · 📋 500 - 41% open · ⏱️ 16.12.2020):

     git clone https://github.com/scrapinghub/dateparser
    
  • PyPi ( 📥 620K / month · 📦 1.4K · ⏱️ 12.06.2020):

     pip install dateparser
    
  • Conda ( 📥 38K · ⏱️ 29.10.2020):

     conda install -c conda-forge dateparser
    
pytz ( 🥈 31 · 150) - pytz Python historical timezone library and database. MIT
  • GitHub ( 👨‍💻 15 · 🔀 54 · 📦 640K · 📋 37 - 43% open · ⏱️ 01.02.2021):

     git clone https://github.com/stub42/pytz
    
  • PyPi ( 📥 27M / month · 📦 150K · ⏱️ 01.02.2021):

     pip install pytz
    
  • Conda ( 📥 13M · ⏱️ 01.02.2021):

     conda install -c conda-forge pytz
    
pendulum ( 🥉 29 · 4.3K · 💤 ) - Python datetimes made easy. MIT
  • GitHub ( 👨‍💻 66 · 🔀 240 · 📋 390 - 43% open · ⏱️ 24.07.2020):

     git clone https://github.com/sdispater/pendulum
    
  • PyPi ( 📥 1.3M / month · 📦 1.1K · ⏱️ 24.07.2020):

     pip install pendulum
    
  • Conda ( 📥 280K · ⏱️ 08.11.2020):

     conda install -c conda-forge pendulum
    
holidays ( 🥉 29 · 520) - Generate and work with holidays in Python. MIT
  • GitHub ( 👨‍💻 130 · 🔀 230 · 📥 150 · 📦 2.4K · 📋 190 - 12% open · ⏱️ 04.02.2021):

     git clone https://github.com/dr-prodigy/python-holidays
    
  • PyPi ( 📥 900K / month · 📦 560 · ⏱️ 04.02.2021):

     pip install holidays
    
  • Conda ( 📥 440K · ⏱️ 06.12.2020):

     conda install -c conda-forge holidays
    
tzlocal ( 🥉 28 · 130) - A Python module that tries to figure out what your local timezone is. MIT
  • GitHub ( 👨‍💻 21 · 🔀 45 · 📋 53 - 9% open · ⏱️ 30.09.2020):

     git clone https://github.com/regebro/tzlocal
    
  • PyPi ( 📥 9.1M / month · 📦 6K · ⏱️ 21.09.2020):

     pip install tzlocal
    
  • Conda ( 📥 440K · ⏱️ 08.05.2020):

     conda install -c conda-forge tzlocal
    
parsedatetime ( 🥉 25 · 590 · 💤 ) - Parse human-readable date/time strings. Apache-2
  • GitHub ( 👨‍💻 49 · 🔀 99 · 📦 2.8K · 📋 150 - 36% open · ⏱️ 31.05.2020):

     git clone https://github.com/bear/parsedatetime
    
  • PyPi ( 📥 430K / month · 📦 2.2K · ⏱️ 19.11.2019):

     pip install parsedatetime
    
  • Conda ( 📥 78K · ⏱️ 10.06.2020):

     conda install -c conda-forge parsedatetime
    
Show 1 hidden projects...
  • isodate ( 🥉 26 · 90 · 💀 ) - ISO 8601 date/time parser. BSD-3

File & Path Utilities

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watchdog ( 🥇 33 · 4.6K) - Python library and shell utilities to monitor filesystem events. Apache-2
  • GitHub ( 👨‍💻 110 · 🔀 540 · 📦 29K · 📋 500 - 27% open · ⏱️ 03.02.2021):

     git clone https://github.com/gorakhargosh/watchdog
    
  • PyPi ( 📥 1.4M / month · 📦 14K · ⏱️ 18.12.2020):

     pip install watchdog
    
  • Conda ( 📥 360K · ⏱️ 09.01.2021):

     conda install -c conda-forge watchdog
    
appdirs ( 🥈 31 · 680) - A small Python module for determining appropriate platform-specific dirs,.. MIT
  • GitHub ( 👨‍💻 33 · 🔀 73 · 📦 93K · 📋 88 - 44% open · ⏱️ 28.01.2021):

     git clone https://github.com/ActiveState/appdirs
    
  • PyPi ( 📥 7.6M / month · 📦 26K · ⏱️ 11.05.2020):

     pip install appdirs
    
  • Conda ( 📥 2M · ⏱️ 19.10.2020):

     conda install -c conda-forge appdirs
    
aiofiles ( 🥈 29 · 1.4K) - File support for asyncio. Apache-2
  • GitHub ( 👨‍💻 18 · 🔀 100 · 📦 13K · 📋 66 - 59% open · ⏱️ 27.10.2020):

     git clone https://github.com/Tinche/aiofiles
    
  • PyPi ( 📥 6.8M / month · 📦 1.6K · ⏱️ 27.10.2020):

     pip install aiofiles
    
  • Conda ( 📥 150K · ⏱️ 28.10.2020):

     conda install -c conda-forge aiofiles
    
pyfilesystem2 ( 🥉 27 · 1.2K) - Python's Filesystem abstraction layer. MIT
  • GitHub ( 👨‍💻 39 · 🔀 130 · 📋 280 - 18% open · ⏱️ 01.02.2021):

     git clone https://github.com/pyfilesystem/pyfilesystem2
    
  • PyPi ( 📥 95K / month · 📦 800 · ⏱️ 14.01.2021):

     pip install fs
    
scandir ( 🥉 27 · 470 · 💤 ) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3
  • GitHub ( 👨‍💻 20 · 🔀 59 · 📦 12K · 📋 91 - 12% open · ⏱️ 20.07.2020):

     git clone https://github.com/benhoyt/scandir
    
  • PyPi ( 📥 1.9M / month · 📦 4.1K · ⏱️ 09.03.2019):

     pip install scandir
    
  • Conda ( 📥 1.1M · ⏱️ 12.01.2021):

     conda install -c conda-forge scandir
    
path ( 🥉 23 · 940) - Object-oriented file system path manipulation. MIT
  • GitHub ( 👨‍💻 42 · 🔀 120 · 📋 120 - 2% open · ⏱️ 28.01.2021):

     git clone https://github.com/jaraco/path
    
  • PyPi ( 📥 84K / month · 📦 78 · ⏱️ 28.01.2021):

     pip install path
    
  • Conda ( 📥 65K · ⏱️ 29.01.2021):

     conda install -c conda-forge path
    
Show 3 hidden projects...
  • filelock ( 🥈 28 · 280 · 💀 ) - A platform independent file lock for Python. Unlicense
  • zipp ( 🥉 24 · 20) - Backport of pathlib-compatible object wrapper for zip files. MIT
  • Unipath ( 🥉 23 · 490 · 💀 ) - An object-oriented approach to Python file/directory operations. MIT

Compatiblity

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future ( 🥇 34 · 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
  • GitHub ( 👨‍💻 100 · 🔀 260 · 📦 120K · 📋 380 - 48% open · ⏱️ 27.11.2020):

     git clone https://github.com/PythonCharmers/python-future
    
  • PyPi ( 📥 12M / month · 📦 28K · ⏱️ 31.10.2019):

     pip install future
    
  • Conda ( 📥 3M · ⏱️ 08.01.2021):

     conda install -c conda-forge future
    
six ( 🥇 34 · 740) - Python 2 and 3 compatibility library. MIT
  • GitHub ( 👨‍💻 62 · 🔀 190 · 📦 770K · 📋 280 - 37% open · ⏱️ 28.01.2021):

     git clone https://github.com/benjaminp/six
    
  • PyPi ( 📥 53M / month · 📦 240K · ⏱️ 21.05.2020):

     pip install six
    
  • Conda ( 📥 14M · ⏱️ 21.05.2020):

     conda install -c conda-forge six
    
typing ( 🥈 30 · 860) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0
  • GitHub ( 👨‍💻 58 · 🔀 130 · 📦 28K · 📋 550 - 21% open · ⏱️ 02.01.2021):

     git clone https://github.com/python/typing
    
  • PyPi ( 📥 3.9M / month · 📦 8.4K · ⏱️ 13.07.2020):

     pip install typing
    
  • Conda ( 📥 650K · ⏱️ 18.12.2020):

     conda install -c conda-forge typing
    
dataclasses ( 🥉 25 · 480) - A backport of the dataclasses module for Python 3.6. Apache-2
  • GitHub ( 👨‍💻 11 · 🔀 40 · 📦 11K · 📋 120 - 9% open · ⏱️ 13.11.2020):

     git clone https://github.com/ericvsmith/dataclasses
    
  • PyPi ( 📥 2.2M / month · 📦 950 · ⏱️ 13.11.2020):

     pip install dataclasses
    
  • Conda ( 📥 810K · ⏱️ 07.10.2020):

     conda install -c conda-forge dataclasses
    
Show 3 hidden projects...
  • futures ( 🥉 27 · 210 · 💀 ) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
  • pathlib2 ( 🥉 26 · 61 · 💀 ) - Backport of pathlib aiming to support the full stdlib Python API. As.. MIT
  • contextlib2 ( 🥉 24 · 31) - contextlib2 is a backport of the standard library's contextlib.. ❗️psfrag

Cryptography

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cryptography ( 🥇 37 · 3.8K) - cryptography is a package designed to expose cryptographic.. BSD-3
  • GitHub ( 👨‍💻 220 · 🔀 800 · 📦 140K · 📋 1.6K - 2% open · ⏱️ 03.02.2021):

     git clone https://github.com/pyca/cryptography
    
  • PyPi ( 📥 18M / month · 📦 34K · ⏱️ 10.12.2020):

     pip install cryptography
    
  • Conda ( 📥 10M · ⏱️ 11.01.2021):

     conda install -c conda-forge cryptography
    
pycryptodomex ( 🥈 33 · 1.5K) - A self-contained cryptographic library for Python. BSD-3
  • GitHub ( 👨‍💻 100 · 🔀 280 · 📦 22K · 📋 390 - 13% open · ⏱️ 17.01.2021):

     git clone https://github.com/Legrandin/pycryptodome
    
  • PyPi ( 📥 3M / month · 📦 1.5K · ⏱️ 02.11.2020):

     pip install pycryptodomex
    
  • Conda ( 📥 310K · ⏱️ 11.01.2021):

     conda install -c conda-forge pycryptodomex
    
rsa ( 🥈 32 · 290) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • GitHub ( 👨‍💻 29 · 🔀 60 · 📦 71K · 📋 94 - 18% open · ⏱️ 10.01.2021):

     git clone https://github.com/sybrenstuvel/python-rsa
    
  • PyPi ( 📥 31M / month · 📦 13K · ⏱️ 10.01.2021):

     pip install rsa
    
  • Conda ( 📥 2.8M · ⏱️ 10.01.2021):

     conda install -c conda-forge rsa
    
bcrypt ( 🥉 29 · 700) - Modern(-ish) password hashing for your software and your servers. Apache-2
  • GitHub ( 👨‍💻 27 · 🔀 93 · 📋 84 - 1% open · ⏱️ 21.01.2021):

     git clone https://github.com/pyca/bcrypt
    
  • PyPi ( 📥 5.9M / month · 📦 15K · ⏱️ 16.08.2020):

     pip install bcrypt
    
  • Conda ( 📥 570K · ⏱️ 14.01.2021):

     conda install -c conda-forge bcrypt
    
asn1crypto ( 🥉 29 · 220) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
  • GitHub ( 👨‍💻 31 · 🔀 90 · 📦 73K · 📋 130 - 17% open · ⏱️ 01.11.2020):

     git clone https://github.com/wbond/asn1crypto
    
  • PyPi ( 📥 2.8M / month · 📦 14K · ⏱️ 28.07.2020):

     pip install asn1crypto
    
  • Conda ( 📥 5.1M · ⏱️ 28.07.2020):

     conda install -c conda-forge asn1crypto
    
keyring ( 🥉 27 · 630) - Store and access your passwords safely. MIT
  • GitHub ( 👨‍💻 91 · 🔀 95 · 📋 380 - 4% open · ⏱️ 26.01.2021):

     git clone https://github.com/jaraco/keyring
    
  • PyPi ( 📥 1.8M / month · 📦 5.9K · ⏱️ 26.01.2021):

     pip install keyring
    
  • Conda ( 📥 840K · ⏱️ 01.02.2021):

     conda install -c conda-forge keyring
    
tink ( 🥉 25 · 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
  • GitHub ( 👨‍💻 83 · 🔀 900 · 📥 820 · 📦 3 · 📋 310 - 20% open · ⏱️ 27.01.2021):

     git clone https://github.com/google/tink
    
  • PyPi ( 📥 2.5K / month · ⏱️ 15.10.2020):

     pip install tink
    

Infrastructure & DevOps

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awscli ( 🥇 38 · 11K · 📉 ) - Universal Command Line Interface for Amazon Web Services. Apache-2
  • GitHub ( 👨‍💻 330 · 🔀 2.5K · 📥 560 · 📦 19K · 📋 3.5K - 20% open · ⏱️ 03.02.2021):

     git clone https://github.com/aws/aws-cli
    
  • PyPi ( 📥 23M / month · 📦 5.4K · ⏱️ 29.01.2021):

     pip install awscli
    
  • Conda ( 📥 5.8M · ⏱️ 04.02.2021):

     conda install -c conda-forge awscli
    
botocore ( 🥇 37 · 920) - The low-level, core functionality of boto 3. Apache-2
  • GitHub ( 👨‍💻 150 · 🔀 740 · 📦 70K · 📋 820 - 24% open · ⏱️ 03.02.2021):

     git clone https://github.com/boto/botocore
    
  • PyPi ( 📥 48M / month · 📦 14K · ⏱️ 26.01.2021):

     pip install botocore
    
  • Conda ( 📥 5.8M · ⏱️ 04.02.2021):

     conda install -c conda-forge botocore
    
docker-compose ( 🥈 36 · 22K) - Define and run multi-container applications with Docker. Apache-2
  • GitHub ( 👨‍💻 400 · 🔀 3.6K · 📥 150M · 📦 6K · 📋 5.3K - 8% open · ⏱️ 26.01.2021):

     git clone https://github.com/docker/compose
    
  • PyPi ( 📥 690K / month · 📦 2.2K · ⏱️ 26.01.2021):

     pip install docker-compose
    
  • Conda ( 📥 76K · ⏱️ 26.01.2021):

     conda install -c conda-forge docker-compose
    
docker ( 🥈 36 · 5.1K) - A Python library for the Docker Engine API. Apache-2
  • GitHub ( 👨‍💻 380 · 🔀 1.4K · 📦 19K · 📋 1.4K - 27% open · ⏱️ 28.12.2020):

     git clone https://github.com/docker/docker-py
    
  • PyPi ( 📥 6.8M / month · 📦 4.4K · ⏱️ 22.12.2020):

     pip install docker
    
  • Conda ( 📥 860K · ⏱️ 27.01.2021):

     conda install -c conda-forge docker-py
    
ansible ( 🥈 34 · 47K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
  • GitHub ( 👨‍💻 6.3K · 🔀 20K · 📦 16K · 📋 29K - 6% open · ⏱️ 04.02.2021):

     git clone https://github.com/ansible/ansible
    
  • PyPi ( 📥 2M / month · 📦 7.7K · ⏱️ 02.02.2021):

     pip install ansible
    
  • Conda ( 📥 250K · ⏱️ 27.01.2021):

     conda install -c conda-forge ansible
    
paramiko ( 🥈 34 · 6.7K · 📉 ) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • GitHub ( 👨‍💻 160 · 🔀 1.6K · 📦 38K · 📋 1.4K - 58% open · ⏱️ 11.09.2020):

     git clone https://github.com/paramiko/paramiko
    
  • PyPi ( 📥 5.8M / month · 📦 23K · ⏱️ 30.08.2020):

     pip install paramiko
    
  • Conda ( 📥 730K · ⏱️ 01.09.2020):

     conda install -c conda-forge paramiko
    
kubernetes ( 🥉 32 · 3.4K) - Official Python client library for kubernetes. Apache-2
  • GitHub ( 👨‍💻 80 · 🔀 1.9K · 📦 9.2K · 📋 870 - 11% open · ⏱️ 13.01.2021):

     git clone https://github.com/kubernetes-client/python
    
  • PyPi ( 📥 1.6M / month · 📦 1.4K · ⏱️ 13.11.2020):

     pip install kubernetes
    
  • Conda ( 📥 200K · ⏱️ 13.08.2020):

     conda install -c conda-forge kubernetes
    
schedule ( 🥉 31 · 8.2K · 📈 ) - Python job scheduling for humans. MIT
  • GitHub ( 👨‍💻 39 · 🔀 750 · 📦 9.8K · 📋 330 - 43% open · ⏱️ 03.02.2021):

     git clone https://github.com/dbader/schedule
    
  • PyPi ( 📥 330K / month · 📦 2.2K · ⏱️ 30.01.2021):

     pip install schedule
    
  • Conda ( 📥 4.3K · ⏱️ 31.01.2021):

     conda install -c conda-forge schedule
    
sshtunnel ( 🥉 27 · 780) - SSH tunnels to remote server. MIT
  • GitHub ( 👨‍💻 23 · 🔀 130 · 📦 2K · 📋 150 - 12% open · ⏱️ 11.01.2021):

     git clone https://github.com/pahaz/sshtunnel
    
  • PyPi ( 📥 340K / month · 📦 260 · ⏱️ 11.01.2021):

     pip install sshtunnel
    
  • Conda ( 📥 62K · ⏱️ 16.11.2020):

     conda install -c conda-forge sshtunnel
    
pyinfra ( 🥉 23 · 1.1K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
  • GitHub ( 👨‍💻 42 · 🔀 100 · 📦 24 · 📋 380 - 9% open · ⏱️ 22.01.2021):

     git clone https://github.com/Fizzadar/pyinfra
    
  • PyPi ( 📥 530 / month · 📦 4 · ⏱️ 18.01.2021):

     pip install pyinfra
    
Show 5 hidden projects...
  • fabric ( 🥉 31 · 13K · 💀 ) - Simple, Pythonic remote execution and deployment. BSD-2
  • fabtools ( 🥉 24 · 1.2K · 💀 ) - Tools for writing awesome Fabric files. BSD-2
  • storm ( 🥉 22 · 3.8K · 💀 ) - Manage your SSH like a boss. MIT
  • parallel-ssh ( 🥉 22 · 850) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
  • wssh ( 🥉 14 · 1.3K · 💀 ) - SSH to WebSockets Bridge. MIT

Process Utilities

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pexpect ( 🥇 34 · 2K · 💤 ) - A Python module for controlling interactive programs in a pseudo-.. ISC
  • GitHub ( 👨‍💻 91 · 🔀 420 · 📥 3.9K · 📦 120K · 📋 400 - 36% open · ⏱️ 16.05.2020):

     git clone https://github.com/pexpect/pexpect
    
  • PyPi ( 📥 8.3M / month · 📦 31K · ⏱️ 21.01.2020):

     pip install pexpect
    
  • Conda ( 📥 4M · ⏱️ 12.10.2020):

     conda install -c conda-forge pexpect
    
sh ( 🥈 32 · 5.6K) - Python process launching. MIT
  • GitHub ( 👨‍💻 80 · 🔀 430 · 📦 6.5K · 📋 380 - 3% open · ⏱️ 24.10.2020):

     git clone https://github.com/amoffat/sh
    
  • PyPi ( 📥 600K / month · 📦 4.5K · ⏱️ 24.10.2020):

     pip install sh
    
  • Conda ( 📥 88K · ⏱️ 09.01.2021):

     conda install -c conda-forge sh
    
supervisor ( 🥉 31 · 6.7K) - Supervisor process control system for UNIX. ❗️Repoze Public License
  • GitHub ( 👨‍💻 150 · 🔀 1.1K · 📦 5.6K · 📋 1K - 13% open · ⏱️ 03.02.2021):

     git clone https://github.com/Supervisor/supervisor
    
  • PyPi ( 📥 450K / month · 📦 3.8K · ⏱️ 20.08.2020):

     pip install supervisor
    
  • Conda ( 📥 140K · ⏱️ 26.10.2020):

     conda install -c conda-forge supervisor
    
ptyprocess ( 🥉 28 · 120) - Run a subprocess in a pseudo terminal. ISC
  • GitHub ( 👨‍💻 12 · 🔀 51 · 📋 31 - 48% open · ⏱️ 28.12.2020):

     git clone https://github.com/pexpect/ptyprocess
    
  • PyPi ( 📥 8.4M / month · 📦 25K · ⏱️ 28.12.2020):

     pip install ptyprocess
    
  • Conda ( 📥 3.8M · ⏱️ 31.12.2020):

     conda install -c conda-forge ptyprocess
    

Asynchronous Programming

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uvloop ( 🥇 32 · 7.5K) - Ultra fast asyncio event loop. MIT
  • GitHub ( 👨‍💻 36 · 🔀 440 · 📥 310 · 📦 19K · 📋 250 - 20% open · ⏱️ 25.01.2021):

     git clone https://github.com/MagicStack/uvloop
    
  • PyPi ( 📥 6.7M / month · 📦 2.4K · ⏱️ 05.11.2019):

     pip install uvloop
    
  • Conda ( 📥 240K · ⏱️ 26.11.2020):

     conda install -c conda-forge uvloop
    
greenlet ( 🥇 32 · 1.2K) - Lightweight in-process concurrent programming. MIT
  • GitHub ( 👨‍💻 55 · 🔀 200 · 📦 51K · 📋 130 - 9% open · ⏱️ 18.01.2021):

     git clone https://github.com/python-greenlet/greenlet
    
  • PyPi ( 📥 2.2M / month · 📦 20K · ⏱️ 13.01.2021):

     pip install greenlet
    
  • Conda ( 📥 420K · ⏱️ 11.01.2021):

     conda install -c conda-forge greenlet
    
Show 1 hidden projects...
  • stopit ( 🥉 20 · 83 · 💀 ) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT

Configuration

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traitlets ( ?? 34 · 400) - A lightweight Traits like module. BSD-3
  • GitHub ( 👨‍💻 97 · 🔀 150 · 📦 140K · 📋 200 - 34% open · ⏱️ 15.10.2020):

     git clone https://github.com/ipython/traitlets
    
  • PyPi ( 📥 7.2M / month · 📦 28K · ⏱️ 15.10.2020):

     pip install traitlets
    
  • Conda ( 📥 5.7M · ⏱️ 15.10.2020):

     conda install -c conda-forge traitlets
    
python-decouple ( 🥈 29 · 1.6K) - Strict separation of config from code. MIT
  • GitHub ( 👨‍💻 21 · 🔀 130 · 📦 32K · 📋 64 - 25% open · ⏱️ 05.01.2021):

     git clone https://github.com/henriquebastos/python-decouple
    
  • PyPi ( 📥 110K / month · 📦 6K · ⏱️ 05.01.2021):

     pip install python-decouple
    
  • Conda ( 📥 13K · ⏱️ 05.01.2021):

     conda install -c conda-forge python-decouple
    
configobj ( 🥈 29 · 250) - Python 3+ compatible port of the configobj library. BSD-3
  • GitHub ( 👨‍💻 22 · 🔀 58 · 📦 12K · 📋 140 - 49% open · ⏱️ 14.10.2020):

     git clone https://github.com/DiffSK/configobj
    
  • PyPi ( 📥 620K / month · 📦 6K · ⏱️ 26.08.2014):

     pip install configobj
    
  • Conda ( 📥 210K · ⏱️ 29.07.2018):

     conda install -c conda-forge configobj
    
Dynaconf ( 🥉 28 · 1.4K) - Configuration Management for Python. MIT
  • GitHub ( 👨‍💻 59 · 🔀 150 · 📦 930 · 📋 240 - 19% open · ⏱️ 11.12.2020):

     git clone https://github.com/rochacbruno/dynaconf
    
  • PyPi ( 📥 81K / month · 📦 92 · ⏱️ 08.10.2020):

     pip install dynaconf
    
  • Conda ( 📥 180 · ⏱️ 29.10.2020):

     conda install -c conda-forge dynaconf
    
omegaconf ( 🥉 25 · 560) - Flexible Python configuration system. The last one you will ever need. BSD-3
  • GitHub ( 👨‍💻 17 · 🔀 38 · 📦 540 · 📋 260 - 14% open · ⏱️ 03.02.2021):

     git clone https://github.com/omry/omegaconf
    
  • PyPi ( 📥 72K / month · 📦 8 · ⏱️ 01.02.2021):

     pip install omegaconf
    
  • Conda ( 📥 91K · ⏱️ 20.01.2021):

     conda install -c conda-forge omegaconf
    
hydra ( 🥉 23 · 3.7K) - Hydra is a framework for elegantly configuring complex applications. MIT
  • GitHub ( 👨‍💻 61 · 🔀 290 · 📋 660 - 14% open · ⏱️ 02.02.2021):

     git clone https://github.com/facebookresearch/hydra
    
  • PyPi ( 📥 1.3K / month · 📦 2 · ⏱️ 03.08.2016):

     pip install hydra
    
  • Conda ( 📥 47K · ⏱️ 02.02.2021):

     conda install -c conda-forge hydra-core
    

CLI Development

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click ( 🥇 37 · 10K) - Python composable command line interface toolkit. BSD-3
  • GitHub ( 👨‍💻 280 · 🔀 1K · 📦 450K · 📋 1.1K - 7% open · ⏱️ 01.02.2021):

     git clone https://github.com/pallets/click
    
  • PyPi ( 📥 16M / month · 📦 110K · ⏱️ 25.11.2020):

     pip install click
    
  • Conda ( 📥 6.1M · ⏱️ 27.04.2020):

     conda install -c conda-forge click
    
python-prompt-toolkit ( 🥇 35 · 6.8K) - Library for building powerful interactive command.. BSD-3
  • GitHub ( 👨‍💻 170 · 🔀 520 · 📦 130K · 📋 850 - 45% open · ⏱️ 04.02.2021):

     git clone https://github.com/prompt-toolkit/python-prompt-toolkit
    
  • PyPi ( 📥 7.9M / month · 📦 6.2K · ⏱️ 03.10.2019):

     pip install prompt_toolkit
    
colorama ( 🥈 34 · 2.4K) - Simple cross-platform colored terminal text in Python. BSD-3
  • GitHub ( 👨‍💻 39 · 🔀 180 · 📦 160K · 📋 210 - 53% open · ⏱️ 30.12.2020):

     git clone https://github.com/tartley/colorama
    
  • PyPi ( 📥 22M / month · 📦 32K · ⏱️ 13.10.2020):

     pip install colorama
    
  • Conda ( 📥 2.8M · ⏱️ 16.10.2020):

     conda install -c conda-forge colorama
    
python-fire ( 🥈 33 · 19K) - Python Fire is a library for automatically generating command.. Apache-2
  • GitHub ( 👨‍💻 45 · 🔀 1.1K · 📦 6.4K · 📋 220 - 39% open · ⏱️ 25.01.2021):

     git clone https://github.com/google/python-fire
    
  • PyPi ( 📥 450K / month · 📦 1.2K · ⏱️ 22.01.2021):

     pip install fire
    
  • Conda ( 📥 90K · ⏱️ 22.01.2021):

     conda install -c conda-forge fire
    
rich ( 🥈 32 · 21K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
  • GitHub ( 👨‍💻 72 · 🔀 600 · 📦 2.2K · 📋 370 - 2% open · ⏱️ 03.02.2021):

     git clone https://github.com/willmcgugan/rich
    
  • PyPi ( 📥 490K / month · ⏱️ 27.01.2021):

     pip install rich
    
  • Conda ( 📥 74K · ⏱️ 27.01.2021):

     conda install -c conda-forge rich
    
emoji ( 🥈 31 · 1.2K) - emoji terminal output for Python. BSD-3
  • GitHub ( 👨‍💻 46 · 🔀 200 · 📦 15K · 📋 90 - 12% open · ⏱️ 31.01.2021):

     git clone https://github.com/carpedm20/emoji
    
  • PyPi ( 📥 1.3M / month · 📦 2K · ⏱️ 27.01.2021):

     pip install emoji
    
  • Conda ( 📥 10K · ⏱️ 23.01.2021):

     conda install -c conda-forge emoji
    
argcomplete ( 🥉 29 · 930) - Python and tab completion, better together. Apache-2
  • GitHub ( 👨‍💻 53 · 🔀 99 · 📥 120 · 📦 8.6K · 📋 180 - 19% open · ⏱️ 22.01.2021):

     git clone https://github.com/kislyuk/argcomplete
    
  • PyPi ( 📥 1.6M / month · 📦 2.8K · ⏱️ 24.11.2020):

     pip install argcomplete
    
  • Conda ( 📥 160K · ⏱️ 24.11.2020):

     conda install -c conda-forge argcomplete
    
wcwidth ( 🥉 29 · 190 · 💤 ) - Python library that measures the width of unicode strings rendered to.. MIT
  • GitHub ( 👨‍💻 11 · 🔀 35 · 📦 160K · 📋 26 - 26% open · ⏱️ 14.07.2020):

     git clone https://github.com/jquast/wcwidth
    
  • PyPi ( 📥 5.9M / month · 📦 25K · ⏱️ 23.06.2020):

     pip install wcwidth
    
  • Conda ( 📥 5.3M · ⏱️ 24.09.2020):

     conda install -c conda-forge wcwidth
    
blessings ( 🥉 28 · 1.2K) - A thin, practical wrapper around terminal capabilities in Python. MIT
  • GitHub ( 👨‍💻 16 · 🔀 93 · 📦 4.7K · 📋 83 - 36% open · ⏱️ 20.10.2020):

     git clone https://github.com/erikrose/blessings
    
  • PyPi ( 📥 960K / month · 📦 2.5K · ⏱️ 21.06.2018):

     pip install blessings
    
  • Conda ( 📥 61K · ⏱️ 08.01.2021):

     conda install -c conda-forge blessings
    
ConfigArgParse ( 🥉 27 · 450 · 💤 ) - A drop-in replacement for argparse that allows options to.. MIT
  • GitHub ( 👨‍💻 34 · 🔀 82 · 📦 4.6K · 📋 140 - 41% open · ⏱️ 24.04.2020):

     git clone https://github.com/bw2/ConfigArgParse
    
  • PyPi ( 📥 380K / month · 📦 2.3K · ⏱️ 24.04.2020):

     pip install configargparse
    
  • Conda ( 📥 160K · ⏱️ 26.04.2020):

     conda install -c conda-forge configargparse
    
asciimatics ( 🥉 26 · 2.6K) - A cross platform package to do curses-like operations, plus.. Apache-2
  • GitHub ( 👨‍💻 31 · 🔀 200 · 📦 420 · 📋 230 - 9% open · ⏱️ 30.01.2021):

     git clone https://github.com/peterbrittain/asciimatics
    
  • PyPi ( 📥 4.4K / month · 📦 120 · ⏱️ 15.11.2020):

     pip install asciimatics
    
  • Conda ( 📥 51K · ⏱️ 12.01.2021):

     conda install -c conda-forge asciimatics
    
cleo ( 🥉 24 · 680) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
  • GitHub ( 👨‍💻 6 · 🔀 37 · 📋 66 - 60% open · ⏱️ 29.01.2021):

     git clone https://github.com/sdispater/cleo
    
  • PyPi ( 📥 730K / month · 📦 150 · ⏱️ 29.01.2021):

     pip install cleo
    
  • Conda ( 📥 26K · ⏱️ 09.10.2020):

     conda install -c conda-forge cleo
    
Typer ( 🥉 22 · 4.5K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
  • GitHub ( 👨‍💻 8 · 🔀 160 · 📋 150 - 49% open · ⏱️ 16.08.2020):

     git clone https://github.com/tiangolo/typer
    
  • PyPi ( 📥 140K / month · ⏱️ 16.08.2020):

     pip install typer
    
colout ( 🥉 15 · 1K) - Color text streams with a polished command line interface. ❗️GPL-3.0
  • GitHub ( 👨‍💻 29 · 🔀 55 · 📦 1 · 📋 67 - 16% open · ⏱️ 02.08.2020):

     git clone https://github.com/nojhan/colout
    
  • PyPi ( 📥 60 / month · ⏱️ 21.06.2020):

     pip install colout
    
Show 3 hidden projects...
  • docopt ( 🥈 30 · 7.3K · 💀 ) - Pythonic command line arguments parser, that will make you smile. MIT
  • clint ( 🥉 29 · 2.5K · 💀 ) - Python Command-line Application Tools. ISC
  • bashplotlib ( 🥉 21 · 1.5K · 💀 ) - plotting in the terminal. MIT

Development Tools

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🔗  best-of-python-dev ( 180 · 🐣 ) - A ranked list of awesome python developer tools and libraries...


Data Caching

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cachetools ( 🥇 29 · 880) - Extensible memoizing collections and decorators. MIT
  • GitHub ( 👨‍💻 5 · 🔀 98 · 📋 170 - 6% open · ⏱️ 24.01.2021):

     git clone https://github.com/tkem/cachetools
    
  • PyPi ( 📥 14M / month · 📦 4.4K · ⏱️ 24.01.2021):

     pip install cachetools
    
  • Conda ( 📥 2M · ⏱️ 25.01.2021):

     conda install -c conda-forge cachetools
    
beaker ( 🥉 27 · 460) - WSGI middleware for sessions and caching. BSD-3
  • GitHub ( 👨‍💻 85 · 🔀 130 · 📦 2.6K · 📋 110 - 54% open · ⏱️ 08.10.2020):

     git clone https://github.com/bbangert/beaker
    
  • PyPi ( 📥 87K / month · 📦 2.6K · ⏱️ 26.08.2019):

     pip install beaker
    
  • Conda ( 📥 47K · ⏱️ 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 · 🔀 110 · 📦 3.3K · 📋 190 - 14% open · ⏱️ 22.01.2021):

     git clone https://github.com/lericson/pylibmc
    
  • PyPi ( 📥 63K / month · 📦 4.5K · ⏱️ 15.08.2019):

     pip install pylibmc
    
  • Conda ( 📥 150K · ⏱️ 09.01.2021):

     conda install -c conda-forge pylibmc
    

GUI Development

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🔗  best-of-web-python - Web UI ( 990 · 🐣 ) - 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 ( 👨‍💻 530 · 🔀 2.6K · 📥 22K · 📦 3.9K · 📋 4.3K - 19% open · ⏱️ 02.02.2021):

     git clone https://github.com/kivy/kivy
    
  • PyPi ( 📥 23K / month · 📦 870 · ⏱️ 09.12.2020):

     pip install kivy
    
  • Conda ( 📥 150K · ⏱️ 21.12.2020):

     conda install -c conda-forge kivy
    
Gooey ( 🥈 27 · 11K) - Turn (almost) any Python command line program into a full GUI application.. MIT
  • GitHub ( 👨‍💻 99 · 🔀 650 · 📥 44 · 📦 330 · 📋 440 - 14% open · ⏱️ 20.12.2020):

     git clone https://github.com/chriskiehl/Gooey
    
  • PyPi ( 📥 1.6K / month · 📦 64 · ⏱️ 08.05.2020):

     pip install gooey
    
  • Conda ( 📥 21K · ⏱️ 20.01.2021):

     conda install -c conda-forge gooey
    
PySimpleGUI ( 🥈 27 · 5.5K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
  • GitHub ( 👨‍💻 18 · 🔀 910 · 📦 1.8K · 📋 1.9K - 32% open · ⏱️ 03.02.2021):

     git clone https://github.com/PySimpleGUI/PySimpleGUI
    
  • PyPi ( 📥 19K / month · 📦 82 · ⏱️ 18.01.2021):

     pip install pysimplegui
    
  • Conda ( 📥 22K · ⏱️ 19.01.2021):

     conda install -c conda-forge pysimplegui
    
Eel ( 🥈 27 · 4.1K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
  • GitHub ( 👨‍💻 36 · 🔀 390 · 📦 1.4K · 📋 350 - 26% open · ⏱️ 17.08.2020):

     git clone https://github.com/ChrisKnott/Eel
    
  • PyPi ( 📥 14K / month · 📦 70 · ⏱️ 17.08.2020):

     pip install eel
    
flexx ( 🥉 26 · 2.5K) - Write desktop and web apps in pure Python. BSD-2
  • GitHub ( 👨‍💻 37 · 🔀 240 · 📦 81 · 📋 400 - 18% open · ⏱️ 18.01.2021):

     git clone https://github.com/flexxui/flexx
    
  • PyPi ( 📥 490 / month · 📦 18 · ⏱️ 07.09.2020):

     pip install flexx
    
  • Conda ( 📥 73K · ⏱️ 07.09.2020):

     conda install -c conda-forge flexx
    
DearPyGui ( 🥉 25 · 4.3K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
  • GitHub ( 👨‍💻 20 · 🔀 190 · 📦 53 · 📋 330 - 18% open · ⏱️ 04.02.2021):

     git clone https://github.com/hoffstadt/DearPyGui
    
  • PyPi ( 📥 3.1K / month · ⏱️ 04.02.2021):

     pip install dearpygui
    
toga ( 🥉 25 · 2.6K) - A Python native, OS native GUI toolkit. BSD-3
  • GitHub ( 👨‍💻 180 · 🔀 470 · 📋 450 - 23% open · ⏱️ 31.01.2021):

     git clone https://github.com/beeware/toga
    
  • PyPi ( 📥 620 / month · 📦 44 · ⏱️ 03.01.2021):

     pip install toga
    
enaml ( 🥉 22 · 1K) - Declarative User Interfaces for Python. BSD-3
  • GitHub ( 👨‍💻 31 · 🔀 100 · 📥 5 · 📦 170 · 📋 200 - 20% open · ⏱️ 02.02.2021):

     git clone https://github.com/nucleic/enaml
    
  • PyPi ( 📥 750 / month · 📦 140 · ⏱️ 04.11.2020):

     pip install enaml
    
  • Conda ( 📥 63K · ⏱️ 11.11.2020):

     conda install -c conda-forge enaml
    

Computer & Machine Vision

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🔗  caer ( 4K · 🐣 ) - Collection of computer vision and image processing libraries.


Machine Learning & Data Engineering

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🔗  best-of-ml-python ( 4K · 🐣 ) - A ranked list of awesome machine learning Python libraries. Updated..


Text Data

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chardet ( 🥇 35 · 1.4K) - Python character encoding detector. ❗️LGPL-2.1
  • GitHub ( 👨‍💻 37 · 🔀 190 · 📦 440K · 📋 110 - 49% open · ⏱️ 16.12.2020):

     git clone https://github.com/chardet/chardet
    
  • PyPi ( 📥 43M / month · 📦 73K · ⏱️ 10.12.2020):

     pip install chardet
    
  • Conda ( 📥 8.6M · ⏱️ 08.01.2021):

     conda install -c conda-forge chardet
    
humanize ( 🥈 29 · 1.3K) - python humanize functions. MIT
  • GitHub ( 👨‍💻 42 · 🔀 140 · 📋 64 - 32% open · ⏱️ 12.12.2020):

     git clone https://github.com/jmoiron/humanize
    
  • PyPi ( 📥 880K / month · 📦 2.9K · ⏱️ 19.10.2020):

     pip install humanize
    
  • Conda ( 📥 130K · ⏱️ 12.12.2020):

     conda install -c conda-forge humanize
    
python-slugify ( 🥉 28 · 980 · 💤 ) - Returns unicode slugs. MIT
  • GitHub ( 👨‍💻 27 · 🔀 78 · 📦 14K · 📋 48 - 4% open · ⏱️ 30.06.2020):

     git clone https://github.com/un33k/python-slugify
    
  • PyPi ( 📥 1.1M / month · 📦 4.3K · ⏱️ 30.06.2020):

     pip install python-slugify
    
  • Conda ( 📥 200K · ⏱️ 01.07.2020):

     conda install -c conda-forge python-slugify
    
price-parser ( 🥉 21 · 170) - Extract price amount and currency symbol from a raw text string. BSD-3
  • GitHub ( 👨‍💻 12 · 🔀 30 · 📦 53 · 📋 26 - 73% open · ⏱️ 25.11.2020):

     git clone https://github.com/scrapinghub/price-parser
    
  • PyPi ( 📥 15K / month · ⏱️ 25.11.2020):

     pip install price-parser
    
Show 1 hidden projects...

Web Development

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🔗  best-of-web-python ( 990 · 🐣 ) - A ranked list of awesome python libraries for web development...


Database Clients

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Libraries for connecting to, operating, and querying databases.

boto3 ( 🥇 37 · 6.1K) - AWS SDK for Python. Apache-2
  • GitHub ( 👨‍💻 110 · 🔀 1.3K · 📦 97K · 📋 2.3K - 13% open · ⏱️ 03.02.2021):

     git clone https://github.com/boto/boto3
    
  • PyPi ( 📥 41M / month · 📦 23K · ⏱️ 03.02.2021):

     pip install boto3
    
  • Conda ( 📥 4.4M · ⏱️ 04.02.2021):

     conda install -c conda-forge boto3
    
redis ( 🥇 36 · 9.1K) - Redis Python Client. MIT
  • GitHub ( 👨‍💻 250 · 🔀 1.9K · 📋 880 - 7% open · ⏱️ 22.11.2020):

     git clone https://github.com/andymccurdy/redis-py
    
  • PyPi ( 📥 5.8M / month · 📦 49K · ⏱️ 01.06.2020):

     pip install redis
    
SQLAlchemy ( 🥇 36 · 3.3K · 📉 ) - The Database Toolkit for Python. MIT
  • GitHub ( 👨‍💻 450 · 🔀 510 · 📥 1.2K · 📦 240K · 📋 5.6K - 2% open · ⏱️ 04.02.2021):

     git clone https://github.com/sqlalchemy/sqlalchemy
    
  • PyPi ( 📥 8.6M / month · 📦 84K · ⏱️ 03.02.2021):

     pip install SQLAlchemy
    
  • Conda ( 📥 3M · ⏱️ 02.02.2021):

     conda install -c conda-forge sqlalchemy
    
pymongo ( 🥇 36 · 3.2K) - PyMongo - the Python driver for MongoDB. Apache-2
  • GitHub ( 👨‍💻 180 · 🔀 980 · 📦 86K · ⏱️ 04.02.2021):

     git clone https://github.com/mongodb/mongo-python-driver
    
  • PyPi ( 📥 4M / month · 📦 36K · ⏱️ 03.02.2021):

     pip install pymongo
    
  • Conda ( 📥 340K · ⏱️ 12.10.2020):

     conda install -c conda-forge pymongo
    
PyMySQL ( 🥇 35 · 6.3K) - Pure Python MySQL Client. MIT
  • GitHub ( 👨‍💻 110 · 🔀 1.3K · 📦 74K · 📋 550 - 2% open · ⏱️ 02.02.2021):

     git clone https://github.com/PyMySQL/PyMySQL
    
  • PyPi ( 📥 3.6M / month · 📦 18K · ⏱️ 09.01.2021):

     pip install PyMySQL
    
  • Conda ( 📥 250K · ⏱️ 09.01.2021):

     conda install -c conda-forge pymysql
    
google-cloud-storage ( 🥇 35 · 3.5K) - Google Cloud Client Library for Python. Apache-2
  • GitHub ( 👨‍💻 310 · 🔀 1.3K · 📋 3.3K - 0% open · ⏱️ 01.02.2021):

     git clone https://github.com/googleapis/google-cloud-python
    
  • PyPi ( 📥 12M / month · 📦 2.1K · ⏱️ 02.02.2021):

     pip install google-cloud-storage
    
  • Conda ( 📥 590K · ⏱️ 06.01.2021):

     conda install -c conda-forge google-cloud-storage
    
elasticsearch ( 🥇 35 · 3.1K · 📈 ) - Official Python low-level client for Elasticsearch. Apache-2
  • GitHub ( 👨‍💻 170 · 🔀 970 · 📥 100 · 📦 20K · 📋 860 - 9% open · ⏱️ 29.01.2021):

     git clone https://github.com/elastic/elasticsearch-py
    
  • PyPi ( 📥 4M / month · 📦 11K · ⏱️ 02.02.2021):

     pip install elasticsearch
    
  • Conda ( 📥 350K · ⏱️ 11.12.2020):

     conda install -c conda-forge elasticsearch
    
peewee ( 🥈 34 · 8.1K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
  • GitHub ( 👨‍💻 140 · 🔀 1.3K · 📦 12K · 📋 1.9K - 0% open · ⏱️ 22.01.2021):

     git clone https://github.com/coleifer/peewee
    
  • PyPi ( 📥 150K / month · 📦 6.5K · ⏱️ 07.11.2020):

     pip install peewee
    
  • Conda ( 📥 270K · ⏱️ 08.01.2021):

     conda install -c conda-forge peewee
    
kafka-python ( 🥈 34 · 4.2K) - Python client for Apache Kafka. Apache-2
  • GitHub ( 👨‍💻 200 · 🔀 1.1K · 📥 1.7K · 📦 5.9K · 📋 1.3K - 11% open · ⏱️ 02.12.2020):

     git clone https://github.com/dpkp/kafka-python
    
  • PyPi ( 📥 1.5M / month · 📦 2K · ⏱️ 30.09.2020):

     pip install kafka-python
    
  • Conda ( 📥 230K · ⏱️ 30.09.2020):

     conda install -c conda-forge kafka-python
    
python-bigquery ( 🥈 34 · 3.5K · 📈 ) - Google BigQuery API client library. Apache-2
  • GitHub ( 👨‍💻 88 · 🔀 1.3K · 📦 6.6K · 📋 220 - 19% open · ⏱️ 03.02.2021):

     git clone https://github.com/googleapis/python-bigquery
    
  • PyPi ( 📥 4.9M / month · 📦 1.2K · ⏱️ 27.01.2021):

     pip install google-cloud-bigquery
    
MongoEngine ( 🥈 34 · 3.4K · ) - A Python Object-Document-Mapper for working with MongoDB. MIT
  • GitHub ( 👨‍💻 360 · 🔀 1.1K · 📦 12K · 📋 1.5K - 22% open · ⏱️ 12.01.2021):

     git clone https://github.com/MongoEngine/mongoengine
    
  • PyPi ( 📥 330K / month · 📦 6.7K · ⏱️ 16.12.2020):

     pip install mongoengine
    
  • Conda ( 📥 100K · ⏱️ 17.12.2020):

     conda install -c conda-forge mongoengine
    
azure-storage-blob ( 🥈 33 · 1.8K) - This repository is for active development of the Azure SDK.. MIT
  • GitHub ( 👨‍💻 300 · 🔀 1.2K · 📥 43 · 📦 1.5K · 📋 4.3K - 19% open · ⏱️ 04.02.2021):

     git clone https://github.com/Azure/azure-sdk-for-python
    
  • PyPi ( 📥 9.1M / month · 📦 380 · ⏱️ 21.01.2021):

     pip install azure-storage-blob
    
  • Conda ( 📥 150K · ⏱️ 21.01.2021):

     conda install -c conda-forge azure-storage-blob
    
google-cloud-bigtable ( 🥈 31 · 3.5K) - Google Cloud Bigtable API client library. Apache-2
  • GitHub ( 👨‍💻 52 · 🔀 1.3K · 📦 1.3K · 📋 53 - 18% open · ⏱️ 03.02.2021):

     git clone https://github.com/googleapis/python-bigtable
    
  • PyPi ( 📥 480K / month · 📦 400 · ⏱️ 02.12.2020):

     pip install google-cloud-bigtable
    
  • Conda ( 📥 22K · ⏱️ 10.06.2020):

     conda install -c conda-forge google-cloud-bigtable
    
Elasticsearch DSL ( 🥈 31 · 3.1K) - High level Python client for Elasticsearch. Apache-2
  • GitHub ( 👨‍💻 120 · 🔀 670 · 📥 24 · 📦 4.2K · 📋 1.2K - 5% open · ⏱️ 08.12.2020):

     git clone https://github.com/elastic/elasticsearch-dsl-py
    
  • PyPi ( 📥 630K / month · 📦 1.6K · ⏱️ 17.09.2020):

     pip install elasticsearch-dsl
    
Prometheus Client ( 🥈 31 · 2K) - Prometheus instrumentation library for Python applications. Apache-2
  • GitHub ( 👨‍💻 100 · 🔀 510 · 📋 320 - 8% open · ⏱️ 04.02.2021):

     git clone https://github.com/prometheus/client_python
    
  • PyPi ( 📥 8.8M / month · 📦 3.7K · ⏱️ 20.06.2019):

     pip install prometheus_client
    
  • Conda ( 📥 2.4M · ⏱️ 16.11.2020):

     conda install -c conda-forge prometheus_client
    
influxdb ( 🥈 31 · 1.5K) - Python client for InfluxDB. MIT
  • GitHub ( 👨‍💻 130 · 🔀 490 · 📦 4K · 📋 500 - 26% open · ⏱️ 31.12.2020):

     git clone https://github.com/influxdata/influxdb-python
    
  • PyPi ( 📥 710K / month · 📦 2.1K · ⏱️ 11.11.2020):

     pip install influxdb
    
  • Conda ( 📥 9.5K · ⏱️ 12.11.2020):

     conda install -c conda-forge influxdb
    
mysqlclient ( 🥈 30 · 1.9K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0
  • GitHub ( 👨‍💻 64 · 🔀 310 · 📥 5.2K · 📋 250 - 3% open · ⏱️ 08.01.2021):

     git clone https://github.com/PyMySQL/mysqlclient
    
  • PyPi ( 📥 1.3M / month · 📦 14K · ⏱️ 01.01.2021):

     pip install mysqlclient
    
  • Conda ( 📥 61K · ⏱️ 04.01.2021):

     conda install -c conda-forge mysqlclient
    
Motor ( 🥈 30 · 1.6K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
  • GitHub ( 👨‍💻 28 · 🔀 140 · 📦 3.6K · ⏱️ 04.02.2021):

     git clone https://github.com/mongodb/motor
    
  • PyPi ( 📥 120K / month · 📦 1.8K · ⏱️ 04.02.2021):

     pip install motor
    
  • Conda ( 📥 11K · ⏱️ 20.11.2020):

     conda install -c conda-forge motor
    
Ibis ( 🥈 30 · 1.5K · 📈 ) - A pandas-like deferred expression system, with first-class SQL.. Apache-2
  • GitHub ( 👨‍💻 72 · 🔀 250 · 📦 140 · 📋 1.5K - 35% open · ⏱️ 03.02.2021):

     git clone https://github.com/ibis-project/ibis
    
  • PyPi ( 📥 800K / month · 📦 48 · ⏱️ 11.11.2020):

     pip install ibis-framework
    
  • Conda ( 📥 160K · ⏱️ 13.11.2020):

     conda install -c conda-forge ibis-framework
    
Cassandra Driver ( 🥈 30 · 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2
  • GitHub ( 👨‍💻 170 · 🔀 450 · 📦 2.4K · ⏱️ 01.02.2021):

     git clone https://github.com/datastax/python-driver
    
  • PyPi ( 📥 410K / month · 📦 1.2K · ⏱️ 18.06.2020):

     pip install cassandra-driver
    
  • Conda ( 📥 62K · ⏱️ 12.10.2020):

     conda install -c conda-forge cassandra-driver
    
SQLAlchemy-Utils ( 🥈 30 · 730) - Various utility functions and datatypes for SQLAlchemy. BSD-3
  • GitHub ( 👨‍💻 92 · 🔀 220 · 📦 9.1K · 📋 310 - 55% open · ⏱️ 27.09.2020):

     git clone https://github.com/kvesteri/sqlalchemy-utils
    
  • PyPi ( 📥 740K / month · 📦 3.4K · ⏱️ 08.07.2020):

     pip install sqlalchemy-utils
    
  • Conda ( 📥 240K · ⏱️ 25.05.2020):

     conda install -c conda-forge sqlalchemy-utils
    
s3transfer ( 🥈 30 · 100) - Amazon S3 Transfer Manager for Python. Apache-2
  • GitHub ( 👨‍💻 19 · 🔀 67 · 📦 59K · 📋 56 - 66% open · ⏱️ 11.01.2021):

     git clone https://github.com/boto/s3transfer
    
  • PyPi ( 📥 37M / month · 📦 7.9K · ⏱️ 11.01.2021):

     pip install s3transfer
    
  • Conda ( 📥 3.8M · ⏱️ 11.01.2021):

     conda install -c conda-forge s3transfer
    
confluent-kafka-python ( 🥉 29 · 2.1K) - Confluent's Kafka Python Client. Apache-2
  • GitHub ( 👨‍💻 66 · 🔀 580 · 📦 2.1K · 📋 740 - 19% open · ⏱️ 27.01.2021):

     git clone https://github.com/confluentinc/confluent-kafka-python
    
  • PyPi ( 📥 760K / month · 📦 300 · ⏱️ 22.07.2020):

     pip install confluent-kafka
    
pyodbc ( 🥉 29 · 2K) - Python ODBC bridge. MIT
  • GitHub ( 👨‍💻 42 · 🔀 410 · 📋 740 - 29% open · ⏱️ 22.01.2021):

     git clone https://github.com/mkleehammer/pyodbc
    
  • PyPi ( 📥 2.8M / month · 📦 3.3K · ⏱️ 10.02.2020):

     pip install pyodbc
    
  • Conda ( 📥 410K · ⏱️ 14.01.2021):

     conda install -c conda-forge pyodbc
    
PynamoDB ( 🥉 29 · 1.5K) - A pythonic interface to Amazon's DynamoDB. MIT
  • GitHub ( 👨‍💻 88 · 🔀 350 · 📦 660 · 📋 450 - 43% open · ⏱️ 28.01.2021):

     git clone https://github.com/pynamodb/PynamoDB
    
  • PyPi ( 📥 230K / month · 📦 240 · ⏱️ 27.01.2021):

     pip install pynamodb
    
  • Conda ( 📥 61K · ⏱️ 28.01.2021):

     conda install -c conda-forge pynamodb
    
pygsheets ( 🥉 29 · 1.1K · 📈 ) - Google Sheets Python API v4. MIT
  • GitHub ( 👨‍💻 69 · 🔀 170 · 📦 580 · 📋 320 - 8% open · ⏱️ 03.02.2021):

     git clone https://github.com/nithinmurali/pygsheets
    
  • PyPi ( 📥 1.8M / month · 📦 100 · ⏱️ 18.01.2021):

     pip install pygsheets
    
redis-py-cluster ( 🥉 29 · 920) - Python cluster client for the official redis cluster. Redis.. MIT
  • GitHub ( 👨‍💻 67 · 🔀 280 · 📥 2.3K · 📦 800 · 📋 240 - 10% open · ⏱️ 26.12.2020):

     git clone https://github.com/grokzen/redis-py-cluster
    
  • PyPi ( 📥 680K / month · 📦 290 · ⏱️ 25.09.2020):

     pip install redis-py-cluster
    
s3fs ( 🥉 29 · 380) - S3 Filesystem. BSD-3
  • GitHub ( 👨‍💻 59 · 🔀 130 · 📦 2.3K · 📋 220 - 21% open · ⏱️ 04.02.2021):

     git clone https://github.com/dask/s3fs
    
  • PyPi ( 📥 4.9M / month · 📦 450 · ⏱️ 15.12.2020):

     pip install s3fs
    
  • Conda ( 📥 1.4M · ⏱️ 15.12.2020):

     conda install -c conda-forge s3fs
    
pandas-gbq ( 🥉 29 · 240) - Pandas Google BigQuery. BSD-3
  • GitHub ( 👨‍💻 29 · 🔀 84 · 📥 190 · 📦 1.8K · 📋 190 - 16% open · ⏱️ 19.01.2021):

     git clone https://github.com/pydata/pandas-gbq
    
  • PyPi ( 📥 4.5M / month · 📦 430 · ⏱️ 10.11.2020):

     pip install pandas-gbq
    
  • Conda ( 📥 640K · ⏱️ 11.11.2020):

     conda install -c conda-forge pandas-gbq
    
Records ( 🥉 28 · 6.5K) - SQL for Humans. ISC
  • GitHub ( 👨‍💻 37 · 🔀 540 · 📦 720 · 📋 140 - 40% open · ⏱️ 22.12.2020):

     git clone https://github.com/kennethreitz42/records
    
  • PyPi ( 📥 100K / month · 📦 300 · ⏱️ 21.02.2019):

     pip install records
    
  • Conda ( 📥 17K · ⏱️ 15.01.2018):

     conda install -c conda-forge records
    
dataset ( 🥉 28 · 4K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
  • GitHub ( 👨‍💻 71 · 🔀 270 · 📦 1.8K · 📋 250 - 4% open · ⏱️ 17.01.2021):

     git clone https://github.com/pudo/dataset
    
  • PyPi ( 📥 28K / month · 📦 1K · ⏱️ 17.01.2021):

     pip install dataset
    
py2neo ( 🥉 28 · 960) - Py2neo is a comprehensive toolkit for working with Neo4j from within.. Apache-2
  • GitHub ( 👨‍💻 33 · 🔀 200 · 📋 720 - 3% open · ⏱️ 03.02.2021):

     git clone https://github.com/technige/py2neo
    
  • PyPi ( 📥 42K / month · 📦 1.1K · ⏱️ 03.02.2021):

     pip install py2neo
    
  • Conda ( 📥 32K · ⏱️ 17.03.2019):

     conda install -c conda-forge py2neo
    
minio ( 🥉 28 · 390) - MinIO Client SDK for Python. Apache-2
  • GitHub ( 👨‍💻 89 · 🔀 170 · 📦 1.3K · ⏱️ 01.02.2021):

     git clone https://github.com/minio/minio-py
    
  • PyPi ( 📥 130K / month · 📦 340 · ⏱️ 05.01.2021):

     pip install minio
    
  • Conda ( 📥 18K · ⏱️ 05.01.2021):

     conda install -c conda-forge minio
    
Databases ( 🥉 27 · 2K) - Async database support for Python. BSD-3
  • GitHub ( 👨‍💻 28 · 🔀 140 · 📦 1.4K · 📋 180 - 49% open · ⏱️ 10.12.2020):

     git clone https://github.com/encode/databases
    
  • PyPi ( 📥 31K / month · 📦 60 · ⏱️ 16.11.2020):

     pip install databases
    
  • Conda ( 📥 79K · ⏱️ 21.11.2020):

     conda install -c conda-forge databases
    
libcloud ( 🥉 27 · 1.7K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
  • GitHub ( 👨‍💻 420 · 🔀 880 · 📦 1.6K · 📋 99 - 32% open · ⏱️ 25.01.2021):

     git clone https://github.com/apache/libcloud
    
  • PyPi ( 📥 42K / month · 📦 1.5K · ⏱️ 25.01.2021):

     pip install apache-libcloud
    
pysolr ( 🥉 27 · 580) - Pysolr Python Solr client. BSD-3
  • GitHub ( 👨‍💻 61 · 🔀 300 · 📦 2.2K · 📋 140 - 15% open · ⏱️ 23.01.2021):

     git clone https://github.com/django-haystack/pysolr
    
  • PyPi ( 📥 42K / month · 📦 2.5K · ⏱️ 17.04.2020):

     pip install pysolr
    
  • Conda ( 📥 14K · ⏱️ 28.04.2020):

     conda install -c conda-forge pysolr
    
PyPika ( 🥉 26 · 1.1K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
  • GitHub ( 👨‍💻 71 · 🔀 140 · 📦 540 · 📋 270 - 20% open · ⏱️ 22.01.2021):

     git clone https://github.com/kayak/pypika
    
  • PyPi ( 📥 280K / month · 📦 38 · ⏱️ 22.01.2021):

     pip install pypika
    
cx-Oracle ( 🥉 26 · 700) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
  • GitHub ( 👨‍💻 16 · 🔀 250 · 📋 510 - 7% open · ⏱️ 22.01.2021):

     git clone https://github.com/oracle/python-cx_Oracle
    
  • PyPi ( 📥 690K / month · 📦 140 · ⏱️ 08.12.2020):

     pip install cx-Oracle
    
Pony ( 🥉 25 · 2.5K) - Pony Object Relational Mapper. Apache-2
  • GitHub ( 👨‍💻 20 · 🔀 200 · 📦 1.7K · 📋 530 - 44% open · ⏱️ 12.01.2021):

     git clone https://github.com/ponyorm/pony
    
  • PyPi ( 📥 14K / month · 📦 540 · ⏱️ 23.11.2020):

     pip install pony
    
  • Conda ( 📥 44K · ⏱️ 23.11.2020):

     conda install -c conda-forge pony
    
cloudant ( 🥉 25 · 160) - A Python library for Cloudant and CouchDB. Apache-2
  • GitHub ( 👨‍💻 27 · 🔀 46 · 📦 1.3K · 📋 280 - 13% open · ⏱️ 28.01.2021):

     git clone https://github.com/cloudant/python-cloudant
    
  • PyPi ( 📥 28K / month · 📦 530 · ⏱️ 18.08.2020):

     pip install cloudant
    
  • Conda ( 📥 72K · ⏱️ 18.05.2019):

     conda install -c conda-forge cloudant
    
HappyBase ( 🥉 24 · 560 · 💤 ) - A developer-friendly Python library to interact with Apache HBase. MIT
  • GitHub ( 👨‍💻 19 · 🔀 150 · 📦 460 · 📋 210 - 13% open · ⏱️ 09.04.2020):

     git clone https://github.com/python-happybase/happybase
    
  • PyPi ( 📥 30K / month · 📦 420 · ⏱️ 03.04.2017):

     pip install happybase
    
  • Conda ( 📥 50K · ⏱️ 01.07.2019):

     conda install -c conda-forge happybase
    
AWS Data Wrangler ( 🥉 23 · 1.4K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas
  • GitHub ( 👨‍💻 62 · 🔀 230 · 📥 22K · 📋 310 - 2% open · ⏱️ 04.02.2021):

     git clone https://github.com/awslabs/aws-data-wrangler
    
  • PyPi ( 📥 460K / month · ⏱️ 03.02.2021):

     pip install awswrangler
    
neo4j-driver ( 🥉 23 · 600) - Neo4j Bolt driver for Python. Apache-2
  • GitHub ( 👨‍💻 27 · 🔀 130 · 📋 170 - 2% open · ⏱️ 22.01.2021):

     git clone https://github.com/neo4j/neo4j-python-driver
    
  • PyPi ( 📥 54K / month · 📦 380 · ⏱️ 21.12.2020):

     pip install neo4j-driver
    
umongo ( 🥉 23 · 320 · ) - sync/async MongoDB ODM, yes. MIT
  • GitHub ( 👨‍💻 13 · 🔀 50 · 📦 180 · 📋 180 - 18% open · ⏱️ 11.01.2021):

     git clone https://github.com/Scille/umongo
    
  • PyPi ( 📥 1.6K / month · 📦 20 · ⏱️ 11.01.2021):

     pip install umongo
    
PyMODM ( 🥉 21 · 310 · ) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
  • GitHub ( 👨‍💻 18 · 🔀 60 · 📦 380 · ⏱️ 16.10.2020):

     git clone https://github.com/mongodb/pymodm
    
  • PyPi ( 📥 9.9K / month · 📦 150 · ⏱️ 30.04.2020):

     pip install pymodm
    
  • Conda ( 📥 1.5K · ⏱️ 30.04.2020):

     conda install -c conda-forge pymodm
    
filedepot ( 🥉 20 · 120 · 💤 ) - Toolkit for storing files and attachments in web applications. MIT
  • GitHub ( 👨‍💻 18 · 🔀 34 · 📦 230 · 📋 39 - 15% open · ⏱️ 27.07.2020):

     git clone https://github.com/amol-/depot
    
  • PyPi ( 📥 1.7K / month · 📦 88 · ⏱️ 27.07.2020):

     pip install filedepot
    
Queries ( 🥉 19 · 230) - PostgreSQL database access simplified. BSD-3
  • GitHub ( 👨‍💻 11 · 🔀 27 · 📦 87 · 📋 16 - 18% open · ⏱️ 07.08.2020):

     git clone https://github.com/gmr/queries
    
  • PyPi ( 📥 680 / month · 📦 25 · ⏱️ 09.03.2020):

     pip install queries
    
PugSQL ( 🥉 18 · 410) - A HugSQL-inspired database library for Python. Apache-2
  • GitHub ( 👨‍💻 10 · 🔀 13 · 📋 33 - 42% open · ⏱️ 13.09.2020):

     git clone https://github.com/mcfunley/pugsql
    
  • PyPi ( 📥 1.4K / month · 📦 1 · ⏱️ 13.09.2020):

     pip install pugsql
    
ODMantic ( 🥉 17 · 190 · ) - Async ODM (Object Document Mapper) for MongoDB based on python type.. ISC
  • GitHub ( 👨‍💻 8 · 🔀 12 · 📋 49 - 48% open · ⏱️ 02.01.2021):

     git clone https://github.com/art049/odmantic
    
  • PyPi ( 📥 720 / month · ⏱️ 15.12.2020):

     pip install odmantic
    
Show 6 hidden projects...
  • psycopg2 ( 🥇 35 · 2.1K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
  • mongo-connector ( 🥉 25 · 1.8K · 💀 ) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2
  • pyhdb ( 🥉 22 · 290 · 💀 ) - SAP HANA Connector in pure Python. Apache-2
  • db.py ( 🥉 20 · 1.2K · 💀 ) - db.py is an easier way to interact with your databases. BSD-2
  • SuperSQLite ( 🥉 15 · 660 · 💀 ) - A supercharged SQLite library for Python. MIT
  • lazydata ( 🥉 15 · 620 · 💀 ) - Lazydata: Scalable data dependencies for Python projects. Apache-2

File Formats

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PyYAML ( 🥇 36 · 1.4K) - Canonical source repository for PyYAML. MIT
  • GitHub ( 👨‍💻 36 · 🔀 300 · 📦 280K · 📋 370 - 47% open · ⏱️ 20.01.2021):

     git clone https://github.com/yaml/pyyaml
    
  • PyPi ( 📥 39M / month · 📦 110K · ⏱️ 20.01.2021):

     pip install pyyaml
    
  • Conda ( 📥 9.1M · ⏱️ 21.01.2021):

     conda install -c conda-forge pyyaml
    
XlsxWriter ( 🥉 33 · 2.5K) - A Python module for creating Excel XLSX files. BSD-3
  • GitHub ( 👨‍💻 43 · 🔀 510 · 📦 32K · 📋 690 - 2% open · ⏱️ 07.01.2021):

     git clone https://github.com/jmcnamara/XlsxWriter
    
  • PyPi ( 📥 2.7M / month · 📦 6.2K · ⏱️ 13.10.2020):

     pip install xlsxwriter
    
  • Conda ( 📥 990K · ⏱️ 13.10.2020):

     conda install -c conda-forge xlsxwriter
    
jmespath ( 🥉 32 · 1.2K · 💤 ) - JMESPath is a query language for JSON. MIT
  • GitHub ( 👨‍💻 22 · 🔀 130 · 📦 70K · 📋 100 - 40% open · ⏱️ 12.05.2020):

     git clone https://github.com/jmespath/jmespath.py
    
  • PyPi ( 📥 29M / month · 📦 12K · ⏱️ 12.05.2020):

     pip install jmespath
    
  • Conda ( 📥 3.6M · ⏱️ 13.05.2020):

     conda install -c conda-forge jmespath
    

Code Inspection

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deepdiff ( 🥇 28 · 950) - Deep Difference and search of any Python object/data. MIT
  • GitHub ( 👨‍💻 48 · 🔀 120 · 📦 1.7K · 📋 130 - 18% open · ⏱️ 15.01.2021):

     git clone https://github.com/seperman/deepdiff
    
  • PyPi ( 📥 1.2M / month · 📦 820 · ⏱️ 15.01.2021):

     pip install deepdiff
    
  • Conda ( 📥 34K · ⏱️ 15.01.2021):

     conda install -c conda-forge deepdiff
    
typing_inspect ( 🥉 22 · 180) - Runtime inspection utilities for Python typing module. MIT
  • GitHub ( 👨‍💻 9 · 🔀 14 · 📋 40 - 45% open · ⏱️ 17.01.2021):

     git clone https://github.com/ilevkivskyi/typing_inspect
    
  • PyPi ( 📥 2.7M / month · 📦 80 · ⏱️ 02.05.2020):

     pip install typing_inspect
    
  • Conda ( 📥 73K · ⏱️ 06.05.2020):

     conda install -c conda-forge typing_inspect
    
Show 2 hidden projects...

General Utilities

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attrs ( 🥇 34 · 3.4K) - Python Classes Without Boilerplate. MIT
  • GitHub ( 👨‍💻 95 · 🔀 240 · 📦 200K · 📋 450 - 22% open · ⏱️ 29.01.2021):

     git clone https://github.com/python-attrs/attrs
    
  • PyPi ( 📥 21M / month · 📦 28K · ⏱️ 05.11.2020):

     pip install attrs
    
  • Conda ( 📥 6.8M · ⏱️ 11.11.2020):

     conda install -c conda-forge attrs
    
toolz ( 🥇 33 · 3.4K) - A functional standard library for Python. BSD-3
  • GitHub ( 👨‍💻 69 · 🔀 210 · 📦 34K · 📋 220 - 42% open · ⏱️ 24.09.2020):

     git clone https://github.com/pytoolz/toolz
    
  • PyPi ( 📥 2.8M / month · 📦 5.5K · ⏱️ 24.09.2020):

     pip install toolz
    
  • Conda ( 📥 3.5M · ⏱️ 24.09.2020):

     conda install -c conda-forge toolz
    
more-itertools ( 🥇 33 · 1.8K) - More routines for operating on iterables, beyond itertools. MIT
  • GitHub ( 👨‍💻 68 · 🔀 150 · 📥 2K · 📦 96K · 📋 150 - 6% open · ⏱️ 02.02.2021):

     git clone https://github.com/more-itertools/more-itertools
    
  • PyPi ( 📥 4.8M / month · 📦 15K · ⏱️ 30.10.2020):

     pip install more-itertools
    
  • Conda ( 📥 4.6M · ⏱️ 30.10.2020):

     conda install -c conda-forge more-itertools
    
boltons ( 🥈 29 · 5.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
  • GitHub ( 👨‍💻 67 · 🔀 280 · 📥 19 · 📦 1.2K · 📋 130 - 30% open · ⏱️ 06.01.2021):

     git clone https://github.com/mahmoud/boltons
    
  • PyPi ( 📥 330K / month · 📦 490 · ⏱️ 12.08.2020):

     pip install boltons
    
  • Conda ( 📥 390K · ⏱️ 12.08.2020):

     conda install -c conda-forge boltons
    
tenacity ( 🥈 28 · 2.8K) - Retrying library for Python. Apache-2
  • GitHub ( 👨‍💻 59 · 🔀 140 · 📋 160 - 30% open · ⏱️ 02.02.2021):

     git clone https://github.com/jd/tenacity
    
  • PyPi ( 📥 2.7M / month · 📦 790 · ⏱️ 16.12.2020):

     pip install tenacity
    
  • Conda ( 📥 490K · ⏱️ 16.12.2020):

     conda install -c conda-forge tenacity
    
natsort ( 🥈 28 · 440) - Simple yet flexible natural sorting in Python. MIT
  • GitHub ( 👨‍💻 15 · 🔀 28 · 📦 4.4K · ⏱️ 25.01.2021):

     git clone https://github.com/SethMMorton/natsort
    
  • PyPi ( 📥 1M / month · 📦 1.2K · ⏱️ 25.01.2021):

     pip install natsort
    
  • Conda ( 📥 260K · ⏱️ 25.01.2021):

     conda install -c conda-forge natsort
    
funcy ( 🥉 26 · 2.4K) - A fancy and practical functional tools. BSD-3
  • GitHub ( 👨‍💻 24 · 🔀 120 · 📦 2.5K · 📋 61 - 6% open · ⏱️ 26.09.2020):

     git clone https://github.com/Suor/funcy
    
  • PyPi ( 📥 180K / month · 📦 860 · ⏱️ 26.09.2020):

     pip install funcy
    
  • Conda ( 📥 100K · ⏱️ 26.09.2020):

     conda install -c conda-forge funcy
    
returns ( 🥉 24 · 1.6K) - Make your functions return something meaningful, typed, and safe!. BSD-2
  • GitHub ( 👨‍💻 28 · 🔀 61 · 📦 57 · 📋 340 - 11% open · ⏱️ 01.02.2021):

     git clone https://github.com/dry-python/returns
    
  • PyPi ( 📥 6.1K / month · 📦 2 · ⏱️ 21.10.2020):

     pip install returns
    
ubelt ( 🥉 22 · 560) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
  • GitHub ( 👨‍💻 1 · 🔀 41 · 📦 430 · 📋 7 - 28% open · ⏱️ 15.01.2021):

     git clone https://github.com/Erotemic/ubelt
    
  • PyPi ( 📥 6.1K / month · 📦 22 · ⏱️ 15.01.2021):

     pip install ubelt
    
Show 4 hidden projects...
  • retrying ( 🥉 25 · 1.6K · 💀 ) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2
  • ratelimit ( 🥉 23 · 350 · 💀 ) - API Rate Limit Decorator. MIT
  • CommonRegex ( 🥉 21 · 1.4K · 💀 ) - A collection of common regular expressions bundled with an easy.. MIT
  • pampy ( 🥉 20 · 3.3K · 💀 ) - Pampy: The Pattern Matching for Python you always dreamed of. MIT

Python Implementations

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cpython ( 🥇 29 · 36K) - The Python programming language. MIT
  • GitHub ( 👨‍💻 1.6K · 🔀 18K · ⏱️ 03.02.2021):

     git clone https://github.com/python/cpython
    
  • PyPi ( 📥 2.4K / month · ⏱️ 22.07.2020):

     pip install cpython
    
micropython ( 🥈 25 · 12K) - MicroPython - a lean and efficient Python implementation for.. MIT
  • GitHub ( 👨‍💻 380 · 🔀 4K · 📥 14K · 📋 3.7K - 33% open · ⏱️ 04.02.2021):

     git clone https://github.com/micropython/micropython
    
pyston ( 🥈 16 · 4.9K) - A faster and highly-compatible implementation of the Python.. Apache-2
  • GitHub ( 👨‍💻 42 · 🔀 310 · 📥 4.5K · 📋 300 - 11% open · ⏱️ 28.10.2020):

     git clone https://github.com/pyston/pyston
    
Show 3 hidden projects...
  • grumpy ( 🥈 16 · 10K · 💀 ) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2
  • stackless ( 🥉 15 · 680 · 💀 ) - The Stackless Python programming language. ❗Unlicensed
  • cl-python ( 🥉 11 · 310 · 💤 ) - An implementation of Python in Common Lisp. ❗Unlicensed

Others

Back to top

Pygments ( 🥇 34 · 500) - Pygments is a generic syntax highlighter written in Python. BSD-2
  • GitHub ( 👨‍💻 580 · 🔀 720 · 📋 1.4K - 24% open · ⏱️ 30.01.2021):

     git clone https://github.com/pygments/pygments
    
  • PyPi ( 📥 12M / month · 📦 68K · ⏱️ 12.01.2021):

     pip install pygments
    
  • Conda ( 📥 5.4M · ⏱️ 15.01.2021):

     conda install -c conda-forge pygments
    
cookiecutter ( 🥇 33 · 14K) - A command-line utility that creates projects from cookiecutters.. BSD-3
  • GitHub ( 👨‍💻 250 · 🔀 1.4K · 📦 7.4K · 📋 660 - 29% open · ⏱️ 26.12.2020):

     git clone https://github.com/cookiecutter/cookiecutter
    
  • PyPi ( 📥 380K / month · 📦 2.3K · ⏱️ 21.04.2020):

     pip install cookiecutter
    
  • Conda ( 📥 130K · ⏱️ 26.04.2020):

     conda install -c conda-forge cookiecutter
    
pycparser ( 🥈 32 · 2.1K) - Complete C99 parser in pure Python. BSD-3
  • GitHub ( 👨‍💻 70 · 🔀 460 · 📦 170K · 📋 260 - 3% open · ⏱️ 09.12.2020):

     git clone https://github.com/eliben/pycparser
    
  • PyPi ( 📥 21M / month · 📦 32K · ⏱️ 04.03.2020):

     pip install pycparser
    
  • Conda ( 📥 8.1M · ⏱️ 27.06.2020):

     conda install -c conda-forge pycparser
    
wrapt ( 🥈 31 · 1.4K · 💤 ) - A Python module for decorators, wrappers and monkey patching. BSD-2
  • GitHub ( 👨‍💻 16 · 🔀 180 · 📋 120 - 39% open · ⏱️ 12.03.2020):

     git clone https://github.com/GrahamDumpleton/wrapt
    
  • PyPi ( 📥 9.6M / month · 📦 21K · ⏱️ 09.03.2020):

     pip install wrapt
    
  • Conda ( 📥 2.5M · ⏱️ 08.01.2021):

     conda install -c conda-forge wrapt
    
pyparsing ( 🥈 31 · 1K) - Python library for creating PEG parsers. MIT
  • GitHub ( 👨‍💻 30 · 🔀 160 · 📥 5K · 📦 270K · 📋 150 - 22% open · ⏱️ 03.01.2021):

     git clone https://github.com/pyparsing/pyparsing
    
  • PyPi ( 📥 15M / month · 📦 59K · ⏱️ 30.12.2020):

     pip install pyparsing
    
  • Conda ( 📥 11M · ⏱️ 06.04.2020):

     conda install -c conda-forge pyparsing
    
pluggy ( 🥈 31 · 560 · 💤 ) - A minimalist production ready plugin system. MIT
  • GitHub ( 👨‍💻 34 · 🔀 73 · 📦 100K · 📋 130 - 30% open · ⏱️ 02.07.2020):

     git clone https://github.com/pytest-dev/pluggy
    
  • PyPi ( 📥 8.3M / month · 📦 19K · ⏱️ 04.06.2020):

     pip install pluggy
    
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     conda install -c conda-forge pluggy
    
decorator ( 🥈 31 · 470) - Decorators for Humans. BSD-2
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     git clone https://github.com/micheles/decorator
    
  • PyPi ( 📥 14M / month · 📦 46K · ⏱️ 29.02.2020):

     pip install decorator
    
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     conda install -c conda-forge decorator
    
py4j ( 🥉 29 · 790) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
  • GitHub ( 👨‍💻 28 · 🔀 150 · 📦 5K · 📋 360 - 33% open · ⏱️ 07.09.2020):

     git clone https://github.com/bartdag/py4j
    
  • PyPi ( 📥 5.4M / month · 📦 1.1K · ⏱️ 07.09.2020):

     pip install py4j
    
  • Conda ( 📥 760K · ⏱️ 10.06.2020):

     conda install -c conda-forge py4j
    
Send2Trash ( 🥉 28 · 160) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
  • GitHub ( 👨‍💻 13 · 🔀 29 · 📦 69K · 📋 35 - 54% open · ⏱️ 29.01.2021):

     git clone https://github.com/arsenetar/send2trash
    
  • PyPi ( 📥 5.7M / month · 📦 5K · ⏱️ 19.06.2020):

     pip install send2trash
    
  • Conda ( 📥 2.3M · ⏱️ 18.02.2018):

     conda install -c conda-forge send2trash
    
keyboard ( 🥉 27 · 2.2K) - Hook and simulate global keyboard events on Windows and Linux. MIT
  • GitHub ( 👨‍💻 28 · 🔀 260 · 📦 2.6K · 📋 380 - 61% open · ⏱️ 01.08.2020):

     git clone https://github.com/boppreh/keyboard
    
  • PyPi ( 📥 54K / month · 📦 280 · ⏱️ 23.03.2020):

     pip install keyboard
    
pyscreenshot ( 🥉 26 · 390) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
  • GitHub ( 👨‍💻 22 · 🔀 75 · 📦 1K · 📋 66 - 7% open · ⏱️ 16.01.2021):

     git clone https://github.com/ponty/pyscreenshot
    
  • PyPi ( 📥 74K / month · 📦 420 · ⏱️ 27.12.2020):

     pip install pyscreenshot
    
diagrams ( 🥉 24 · 12K) - Diagram as Code for prototyping cloud system architectures. MIT
  • GitHub ( 👨‍💻 85 · 🔀 690 · 📋 270 - 61% open · ⏱️ 28.01.2021):

     git clone https://github.com/mingrammer/diagrams
    
  • PyPi ( 📥 16K / month · ⏱️ 03.12.2020):

     pip install diagrams
    
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     conda install -c conda-forge diagrams
    
python-mss ( 🥉 24 · 570) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
  • GitHub ( 👨‍💻 14 · 🔀 54 · 📋 100 - 23% open · ⏱️ 31.10.2020):

     git clone https://github.com/BoboTiG/python-mss
    
  • PyPi ( 📥 120K / month · 📦 300 · ⏱️ 31.10.2020):

     pip install mss
    
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     conda install -c conda-forge python-mss
    
macropy ( 🥉 23 · 3.1K · 💤 ) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
  • GitHub ( 👨‍💻 19 · 🔀 160 · 📦 390 · 📋 75 - 22% open · ⏱️ 03.03.2020):

     git clone https://github.com/lihaoyi/macropy
    
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Show 3 hidden projects...
  • catalogue ( 🥉 24 · 71) - Super lightweight function registries for your library. MIT
  • powerline-shell ( 🥉 23 · 5.5K · 💀 ) - A beautiful and useful prompt for your shell. MIT
  • pluginbase ( 🥉 23 · 930 · 💀 ) - A simple but flexible plugin system for Python. BSD-3

Related Resources

  • 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.

Contribution

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.

License

CC0

Comments
  • Add project

    Add project "caer"

    What kind of change does this PR introduce?

    • [x] Add a project
    • [ ] Update a project
    • [ ] Remove a project
    • [x] Add or update a category
    • [ ] Change configuration
    • [ ] Documentation
    • [ ] Other, please describe:

    Description:

    The project caer was added. Additionally, a new category Computer/Machine Vision was introduced in projects.yaml.

    I do have a question: caer belongs to multiple categories. Should I add re-add the project multiple times (as per the number of categories), or is there a comma-based approach?

    Thank you!

    Checklist:

    • [x] I have read the CONTRIBUTING guidelines.
    • [x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
    opened by jasmcaus 6
  • Add project: Copier

    Add project: Copier

    What kind of change does this PR introduce?

    • [x] Add a project
    • [ ] Update a project
    • [ ] Remove a project
    • [ ] Add or update a category
    • [ ] Change configuration
    • [ ] Documentation
    • [ ] Other, please describe:

    Description: I saw that Cookiecutter was listed in the Others category, so I thought Copier should be listed too :slightly_smiling_face: It's a fantastic project templating tool!

    Checklist:

    • [x] I have read the CONTRIBUTING guidelines.
    • [x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
    opened by pawamoy 1
  • Add project: VidGear

    Add project: VidGear

    Project details:

    • Project Name: VidGear
    • Github URL: https://github.com/abhiTronix/vidgear
    • Category: Others
    • License: Apache 2.0
    • Package Managers: pypi:vidgear

    Additional context:

    VidGear is a High-Performance Video Processing Python Library that provides an easy-to-use, highly extensible, thoroughly optimised Multi-Threaded + Asyncio Framework on top of many state-of-the-art specialized libraries like OpenCV, FFmpeg, ZeroMQ, picamera, starlette, streamlink, pafy, pyscreenshot, aiortc and python-mss serving at its backend, and enable us to flexibly exploit their internal parameters and methods, while silently delivering robust error-handling and real-time performance 🔥

    add-project 
    opened by abhiTronix 1
  • Add project: IP2Trace Python

    Add project: IP2Trace Python

    Project details:

    • Project Name: IP2Trace Python
    • Github URL: https://github.com/ip2location/ip2trace-python
    • Category: Others
    • License: MIT
    • Package Managers: pypi:IP2Trace

    Additional context:

    IP2Trace Python is a ready-to-use Python tool allowing users to display the geolocation information, such as country, region, city, latitude, longitude, zip code, time zone, ISP, domain name, connection type, area code, weather, mobile network, elevation, usage type in the IP traceroute results. It supports both IPv4 and IPv6 traceroute.

    add-project 
    opened by ip2location 1
  • Add Hub

    Add Hub

    What kind of change does this PR introduce?

    • [x] Add a project
    • [ ] Update a project
    • [ ] Remove a project
    • [ ] Add or update a category
    • [ ] Change configuration
    • [ ] Documentation
    • [ ] Other, please describe:

    Description:

    Adding the hub framework to projects.yaml.

    Checklist:

    • [x] I have read the CONTRIBUTING guidelines.
    • [x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
    duplicate add-project 
    opened by haiyangdeperci 1
  • Add project: Mozart - An optical music recognition (OMR) system

    Add project: Mozart - An optical music recognition (OMR) system

    Project details:

    • Project Name: Mozart
    • Github URL: https://github.com/aashrafh/Mozart
    • Category: Computer & Machine Vision
    • License: Apache-2.0
    • Package Managers: None

    Additional context:

    The aim of this project is to develop a sheet music reader. This is called Optical Music Recognition (OMR). Its objective is to convert sheet music to a machine-readable version. We take a simplified version where we convert an image of sheet music to a textual representation that can be further processed to produce midi files or audio files like wav or mp3.

    add-project 
    opened by aashrafh 1
  • Add project: dynaconf

    Add project: dynaconf

    What kind of change does this PR introduce?

    • [x] Add a project
    • [ ] Update a project
    • [ ] Remove a project
    • [ ] Add or update a category
    • [ ] Change configuration
    • [ ] Documentation
    • [ ] Other, please describe:

    Description:

    Adds Dynaconf configuration library.

    Checklist:

    • [x] I have read the CONTRIBUTING guidelines.
    • [x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
    opened by TheReverend403 1
  • Add project: ubelt

    Add project: ubelt

    Project details: Ubelt is a small library of robust, tested, documented, and simple functions that extend the Python standard library. It has a flat API that all behaves similarly on Windows, Mac, and Linux (up to some small unavoidable differences). Almost every function in ubelt was written with a doctest. This provides helpful documentation and example usage as well as helping achieve 100% test coverage (with minor exceptions for Python2, Windows, etc...).

    • Project Name: ubelt
    • Github URL: https://github.com/Erotemic/ubelt
    • Category: utilities
    • License: Apache License 2.0
    • Package Managers: pypi:ubelt
    add-project 
    opened by Erotemic 1
  • Best-of update: 2023.01.05

    Best-of update: 2023.01.05

    To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

    opened by github-actions[bot] 0
  • Best-of update: 2022.12.29

    Best-of update: 2022.12.29

    To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

    opened by github-actions[bot] 0
  • Best-of update: 2022.12.22

    Best-of update: 2022.12.22

    To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.

    opened by github-actions[bot] 0
  • Add project: ducks

    Add project: ducks

    Project details:

    Ducks builds indexes on Python objects for fast lookup.

    • Project Name: ducks
    • Github URL: https://github.com/manimino/ducks
    • Category: Data Structures
    • License: MIT
    • Package Managers: pypi:ducks

    Additional context:

    Ducks is something that Python should have had years ago. It fits into a huge variety of projects and solves a fundamental need.

    The feedback has been very positive: https://www.reddit.com/r/Python/comments/wztfw4/ducks_the_python_object_finder/

    add-project 
    opened by manimino 0
  • Add project: SOURCEdefender

    Add project: SOURCEdefender

    Project details:

    • Project Name: SOURCEdefender
    • Github URL:
    • Category: cryptography
    • License: proprietary
    • Package Managers: pypi:sourcedefender

    Additional context:

    SOURCEdefender is the easiest way to obfuscate Python code using AES-256 encryption.

    add-project 
    opened by richard-scott 0
Releases(2023.01.05)
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  • 2022.11.17(Nov 17, 2022)

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  • 2022.11.10(Nov 10, 2022)

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  • 2022.10.27(Oct 27, 2022)

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  • 2022.10.20(Oct 20, 2022)

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  • 2022.10.13(Oct 14, 2022)

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  • 2022.10.06(Oct 6, 2022)

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  • 2022.09.29(Sep 29, 2022)

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  • 2022.09.22(Sep 22, 2022)

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  • 2022.09.15(Sep 15, 2022)

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  • 2022.09.08(Sep 8, 2022)

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  • 2022.09.01(Sep 1, 2022)

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  • 2022.08.25(Aug 25, 2022)

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    • pyparsing (🥇38 · ⭐ 1.6K · 📈) - Python library for creating PEG parsers. MIT
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  • 2022.08.18(Aug 18, 2022)

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  • 2022.08.11(Aug 11, 2022)

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    • Faker (🥇41 · ⭐ 15K · 📉) - Faker is a Python package that generates fake data for you. MIT
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  • 2022.08.04(Aug 4, 2022)

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  • 2022.07.28(Jul 28, 2022)

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  • 2022.06.23(Jun 23, 2022)

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  • 2022.06.16(Jun 16, 2022)

    📈 Trending Up

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  • 2022.06.09(Jun 9, 2022)

    📈 Trending Up

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    • cookiecutter (🥇40 · ⭐ 17K · 📈) - A cross-platform command-line utility that creates projects.. BSD-3
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    📉 Trending Down

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    • attrs (🥇38 · ⭐ 4.3K · 📉) - Python Classes Without Boilerplate. MIT
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    Source code(tar.gz)
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Owner
Machine Learning Tooling
Open-source machine learning tooling to boost your productivity.
Machine Learning Tooling
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