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Releases: lukasmasuch/best-of-python

Update: 2023.12.14

16 Dec 10:43
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Airflow (🥇48 · ⭐ 33K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
  • SQLAlchemy (🥇45 · ⭐ 8.1K · 📈) - The Database Toolkit for Python. MIT
  • pandas-gbq (🥈34 · ⭐ 400 · 📈) - Google BigQuery connector for pandas. BSD-3
  • ODMantic (🥉28 · ⭐ 890 · 📈) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC
  • validr (🥉21 · ⭐ 210 · 📈) - A simple, fast, extensible python library for data validation. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • redis (🥇43 · ⭐ 12K · 📉) - Redis Python Client. MIT
  • google-cloud-storage (🥇42 · ⭐ 4.5K · 📉) - Google Cloud Client Library for Python. Apache-2
  • docker-compose (🥈40 · ⭐ 31K · 📉) - Define and run multi-container applications with Docker. Apache-2
  • pexpect (🥇39 · ⭐ 2.5K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC
  • PySimpleGUI (🥈36 · ⭐ 13K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0

Update: 2023.12.07

07 Dec 16:29
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • numpy (🥇54 · ⭐ 25K · 📈) - The fundamental package for scientific computing with Python. BSD-3
  • click (🥇45 · ⭐ 15K · 📈) - Python composable command line interface toolkit. BSD-3
  • tink (🥈38 · ⭐ 13K · 📈) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
  • PDFMiner (🥈31 · ⭐ 5.1K · 💀) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
  • bodywork-core (🥉15 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • python-dateutil (🥈36 · ⭐ 2.2K · 📉) - Useful extensions to the standard Python datetime.. Apache-2
  • PyTables (🥈35 · ⭐ 1.2K · 📉) - A Python package to manage extremely large amounts of data. BSD-3
  • msgpack (🥉34 · ⭐ 1.8K · 📉) - MessagePack serializer implementation for Python.. Apache-2
  • python-sortedcontainers (🥈32 · ⭐ 3.1K · 💀) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
  • rsa (🥉31 · ⭐ 460 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2

Update: 2023.11.30

30 Nov 16:04
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • PyMySQL (🥇41 · ⭐ 7.4K · 📈) - MySQL client library for Python. MIT
  • elasticsearch (🥇41 · ⭐ 4K · 📈) - Official Python client for Elasticsearch. Apache-2
  • PySimpleGUI (🥈38 · ⭐ 12K · 📈) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
  • bcrypt (🥈37 · ⭐ 1.1K · 📈) - Modern(-ish) password hashing for your software and your servers. Apache-2
  • py2neo (🥉25 · ⭐ 4 · 📈) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • numpy (🥇53 · ⭐ 25K · 📉) - The fundamental package for scientific computing with Python. BSD-3
  • click (🥇44 · ⭐ 15K · 📉) - Python composable command line interface toolkit. BSD-3
  • pyparsing (🥇39 · ⭐ 2K · 📉) - Python library for creating PEG parsers. MIT
  • PyYAML (🥇38 · ⭐ 2.3K · 📉) - Canonical source repository for PyYAML. MIT
  • bodywork-core (🥉13 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0

Update: 2023.11.23

23 Nov 16:09
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • docker (🥈42 · ⭐ 6.5K · 📈) - A Python library for the Docker Engine API. Apache-2
  • paramiko (🥈41 · ⭐ 8.6K · 📈) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • filesystem_spec (🥇38 · ⭐ 690 · 📈) - A specification that python filesystems should adhere to. BSD-3
  • dateparser (🥈37 · ⭐ 2.4K · 📈) - python parser for human readable dates. BSD-3
  • fabtools (🥉25 · ⭐ 1.3K · 💀) - Tools for writing awesome Fabric files. BSD-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • protobuf (🥇52 · ⭐ 62K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3
  • elasticsearch (🥇40 · ⭐ 4K · 📉) - Official Python client for Elasticsearch. Apache-2
  • polars (🥈39 · ⭐ 22K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
  • PyTables (🥈37 · ⭐ 1.2K · 📉) - A Python package to manage extremely large amounts of data. BSD-3
  • tink (🥈36 · ⭐ 13K · 📉) - Tink is a multi-language, cross-platform, open source library that.. Apache-2

Update: 2023.11.16

16 Nov 18:07
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • phonenumbers (🥇35 · ⭐ 3.3K · 📈) - Python port of Googles libphonenumber. Apache-2
  • pandas-datareader (🥈33 · ⭐ 2.7K · 📈) - Extract data from a wide range of Internet sources.. BSD-3
  • typing (🥈32 · ⭐ 1.5K · 📈) - Python static typing home. Hosts the documentation and a user.. Python-2.0
  • inflect (🥈31 · ⭐ 880 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • openpyxl (🥉26 · ⭐ 63 · 📈) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • click (🥇45 · ⭐ 14K · 📉) - Python composable command line interface toolkit. BSD-3
  • docker (🥈40 · ⭐ 6.4K · 📉) - A Python library for the Docker Engine API. Apache-2
  • paramiko (🥈39 · ⭐ 8.6K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • filesystem_spec (🥈36 · ⭐ 690 · 📉) - A specification that python filesystems should adhere to. BSD-3
  • fabtools (🥉23 · ⭐ 1.3K · 💀) - Tools for writing awesome Fabric files. BSD-2

Update: 2023.11.09

09 Nov 14:44
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • elasticsearch (🥇41 · ⭐ 4K · 📈) - Official Python client for Elasticsearch. Apache-2
  • docopt (🥈35 · ⭐ 7.9K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT
  • glom (🥈30 · ⭐ 1.7K · 📈) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
  • python-box (🥉25 · ⭐ 2.3K · 📈) - Python dictionaries with advanced dot notation access. MIT
  • messytables (🥉24 · ⭐ 390 · 💀) - Tools for parsing messy tabular data. This is now superseded by.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • redis (🥇43 · ⭐ 12K · 📉) - Redis Python Client. MIT
  • wcwidth (🥉33 · ⭐ 340 · 📉) - Python library that measures the width of unicode strings.. ❗Unlicensed
  • aiofiles (🥉30 · ⭐ 2.4K · 📉) - File support for asyncio. Apache-2
  • phonenumbers (🥈28 · ⭐ 3.3K · 📉) - Python port of Googles libphonenumber. Apache-2
  • typing (🥉23 · ⭐ 1.5K · 📉) - Python static typing home. Hosts the documentation and a user.. ❗Unlicensed

Update: 2023.11.02

02 Nov 14:17
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • google-cloud-storage (🥇43 · ⭐ 4.4K · 📈) - Google Cloud Client Library for Python. Apache-2
  • diagrams (🥈35 · ⭐ 32K · 📈) - Diagram as Code for prototyping cloud system architectures. MIT
  • boltons (🥈34 · ⭐ 6.3K · 📈) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
  • rsa (🥉34 · ⭐ 450 · 📈) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • ODMantic (🥉25 · ⭐ 850 · 📈) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • docopt (🥉33 · ⭐ 7.9K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT
  • inflect (🥉26 · ⭐ 870 · 📉) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • glom (🥉25 · ⭐ 1.7K · 📉) - Pythons nested data operator (and CLI), for all your declarative.. ❗Unlicensed
  • python-box (🥉21 · ⭐ 2.3K · 📉) - Python dictionaries with advanced dot notation access. MIT
  • openpyxl (🥉17 · ⭐ 63 · 📉) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT

Update: 2023.10.26

26 Oct 16:34
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • paramiko (🥈41 · ⭐ 8.6K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • anyio (🥈37 · ⭐ 1.4K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT
  • six (🥇37 · ⭐ 950 · 📉) - Python 2 and 3 compatibility library. MIT
  • cerberus (🥈36 · ⭐ 3K · 📉) - Lightweight, extensible data validation library for Python. ISC
  • aiofiles (🥈35 · ⭐ 2.4K · 📉) - File support for asyncio. Apache-2

Update: 2023.10.19

19 Oct 17:34
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • h5py (🥇41 · ⭐ 1.9K · 📈) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
  • arrow (🥇39 · ⭐ 8.4K · 📈) - Better dates & times for Python. Apache-2
  • pyrsistent (🥇36 · ⭐ 1.9K · 📈) - Persistent/Immutable/Functional data structures for Python. MIT
  • addict (🥈29 · ⭐ 2.4K · 💀) - The Python Dict thats better than heroin. MIT
  • pyscaffold (🥉29 · ⭐ 1.9K · 📈) - Python project template generator with batteries included. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • click (🥇45 · ⭐ 14K · 📉) - Python composable command line interface toolkit. BSD-3
  • cloudpickle (🥈35 · ⭐ 1.5K · 📉) - Extended pickling support for Python objects. BSD-3
  • tortoise-orm (🥉33 · ⭐ 3.9K · 📉) - Familiar asyncio ORM for python, built with relations in.. Apache-2
  • anytree (🥈33 · ⭐ 840 · 📉) - Python tree data library. Apache-2
  • pandas-gbq (🥉32 · ⭐ 390 · 📉) - Google BigQuery connector for pandas. BSD-3

Update: 2023.10.12

13 Oct 13:35
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • pyodbc (🥈36 · ⭐ 2.7K · 📈) - Python ODBC bridge. ❗️MIT-0
  • anytree (🥇34 · ⭐ 840 · 📈) - Python tree data library. Apache-2
  • tzlocal (🥉34 · ⭐ 170 · 📈) - A Python module that tries to figure out what your local timezone is. MIT
  • Arctic (🥉29 · ⭐ 3K · 📈) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1
  • colout (🥉19 · ⭐ 1.1K · 📈) - Color text streams with a polished command line interface. ❗️GPL-3.0

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • filesystem_spec (🥇38 · ⭐ 660 · 📉) - A specification that python filesystems should adhere to. BSD-3
  • pyrsistent (🥈31 · ⭐ 1.9K · 💤) - Persistent/Immutable/Functional data structures for Python. MIT
  • addict (🥉27 · ⭐ 2.4K · 💀) - The Python Dict thats better than heroin. MIT
  • pyscaffold (🥉24 · ⭐ 1.9K · 📉) - Python project template generator with batteries included. ❗Unlicensed
  • py2neo (🥉22 · ⭐ 1K · 📉) - Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

  • Pipeless (🥇17 · ⭐ 130 · 🐣) - An open-source framework to create and deploy computer vision.. Apache-2