Releases: lukasmasuch/best-of-python
Update: 2023.12.14
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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
📈 Trending Up
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.
- flatbuffers (🥇43 · ⭐ 21K · 📈) - FlatBuffers: Memory Efficient Serialization Library.
Apache-2
- polars (🥇41 · ⭐ 21K · 📈) - Dataframes powered by a multithreaded, vectorized query engine, written..
MIT
- uvloop (🥇39 · ⭐ 9.6K · 📈) - Ultra fast asyncio event loop.
Apache-2
- confluent-kafka-python (🥈36 · ⭐ 3.4K · 📈) - Confluents Kafka Python Client.
Apache-2
- python-email-validator (🥉29 · ⭐ 880 · 📈) - A robust email syntax and deliverability validation..
❗️CC0-1.0
📉 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.
- 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
📈 Trending Up
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
📈 Trending Up
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.