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Releases: ml-tooling/best-of-python

Update: 2021.05.27

28 Jun 20:36
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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.

  • protobuf (🥇41 · ⭐ 48K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3
  • appdirs (🥈32 · ⭐ 740 · 📈) - A small Python module for determining appropriate platform-specific.. MIT
  • tink (🥉28 · ⭐ 11K · 📈) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
  • filelock (🥈27 · ⭐ 310 · 💀) - A platform independent file lock for Python. Unlicense
  • pyston (🥈22 · ⭐ 1.2K · 🐣) - A faster and highly-compatible implementation of the Python.. Apache-2

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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.

  • schematics (🥉29 · ⭐ 2.4K · 💀) - Python Data Structures for Humans. BSD-3
  • cx-Oracle (🥉24 · ⭐ 740 · 📉) - Python interface to Oracle Database conforming to the Python DB.. BSD-3

Update: 2021.05.13

14 May 08:31
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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.

  • flatbuffers (🥇35 · ⭐ 16K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • six (🥇35 · ⭐ 780 · 📈) - Python 2 and 3 compatibility library. MIT
  • pyparsing (🥇34 · ⭐ 1.1K · 📈) - Python library for creating PEG parsers. MIT
  • python-slugify (🥈30 · ⭐ 1K · 📈) - Returns unicode slugs. MIT
  • pyston (🥈20 · ⭐ 1K · 🐣) - A faster and highly-compatible implementation of the Python.. 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.

  • protobuf (🥇36 · ⭐ 48K · 📉) - Protocol Buffers - Google's data interchange format. BSD-3
  • cpython (🥈24 · ⭐ 38K · 📉) - The Python programming language. MIT
  • filelock (🥉24 · ⭐ 300 · 💀) - A platform independent file lock for Python. Unlicense
  • pyhdb (🥉19 · ⭐ 280 · 💤) - SAP HANA Connector in pure Python. Apache-2
  • stackless (🥉11 · ⭐ 710 · 📉) - The Stackless Python programming language. ❗Unlicensed

Update: 2021.04.29

29 Apr 16:28
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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.

  • SQLAlchemy (🥇38 · ⭐ 3.7K · 📈) - The Database Toolkit for Python. MIT
  • ansible (🥈35 · ⭐ 48K · 📈) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0
  • more-itertools (🥇35 · ⭐ 1.9K · 📈) - More routines for operating on iterables, beyond itertools. MIT
  • s3transfer (🥈32 · ⭐ 120 · 📈) - Amazon S3 Transfer Manager for Python. Apache-2
  • python-decouple (🥈29 · ⭐ 1.7K · 📈) - Strict separation of config from code. MIT

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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.

  • XlsxWriter (🥉31 · ⭐ 2.5K · 📉) - A Python module for creating Excel XLSX files. BSD-3
  • Unipath (🥉23 · ⭐ 500 · 💀) - An object-oriented approach to Python file/directory operations. MIT
  • colout (🥉15 · ⭐ 1K · 💤) - Color text streams with a polished command line interface. ❗️GPL-3.0

Update: 2021.04.22

22 Apr 17:25
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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.

  • protobuf (🥇41 · ⭐ 48K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3
  • future (🥇35 · ⭐ 1.1K · 📈) - Easy, clean, reliable Python 2/3 compatibility. MIT
  • pydantic (🥇34 · ⭐ 6.1K · 📈) - Data parsing and validation using Python type hints. MIT
  • pexpect (🥇34 · ⭐ 2K · 📈) - A Python module for controlling interactive programs in a pseudo-.. ISC
  • redis-py-cluster (🥉29 · ⭐ 940 · 📈) - Python cluster client for the official redis cluster... 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.

  • SQLAlchemy (🥇37 · ⭐ 3.7K · 📉) - The Database Toolkit for Python. MIT
  • PySimpleGUI (🥈27 · ⭐ 6.1K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
  • cloudant (🥉25 · ⭐ 160 · 📉) - A Python library for Cloudant and CouchDB. Apache-2

Update: 2021.04.15

15 Apr 17:29
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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.

  • SQLAlchemy (🥇38 · ⭐ 3.6K · 📈) - The Database Toolkit for Python. MIT
  • kivy (🥇35 · ⭐ 13K · 📈) - Open source UI framework written in Python, running on Windows, Linux,.. MIT
  • peewee (🥇35 · ⭐ 8.3K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
  • arrow (🥇35 · ⭐ 7.4K · 📈) - Better dates & times for Python. Apache-2
  • azure-storage-blob (🥇35 · ⭐ 1.9K · 📈) - This repository is for active development of the Azure.. 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.

  • ansible (🥈33 · ⭐ 48K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0
  • uvloop (🥉32 · ⭐ 7.7K · 📉) - Ultra fast asyncio event loop. MIT
  • aiofiles (🥉26 · ⭐ 1.5K · 📉) - File support for asyncio. Apache-2

Update: 2021.04.08

08 Apr 14:49
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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.

  • protobuf (🥇40 · ⭐ 47K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3
  • awscli (🥇39 · ⭐ 11K · 📈) - Universal Command Line Interface for Amazon Web Services. Apache-2
  • click (🥇38 · ⭐ 11K · 📈) - Python composable command line interface toolkit. BSD-3
  • decorator (🥈33 · ⭐ 500 · 📈) - Decorators for Humans. BSD-2
  • pysimdjson (🥉23 · ⭐ 440 · 📈) - Python bindings for the simdjson project. 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.

  • SQLAlchemy (🥇36 · ⭐ 3.6K · 📉) - The Database Toolkit for Python. MIT
  • holidays (🥉28 · ⭐ 540 · 📉) - Generate and work with holidays in Python. MIT
  • pyinfra (🥉21 · ⭐ 1.2K · 📉) - pyinfra automates infrastructure super fast at massive scale. It can.. MIT

Update: 2021.04.01

04 Apr 19:21
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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.

  • SQLAlchemy (🥇37 · ⭐ 3.6K · 📈) - The Database Toolkit for Python. MIT
  • pyparsing (🥈32 · ⭐ 1.1K · 📈) - Python library for creating PEG parsers. MIT
  • Motor (🥈31 · ⭐ 1.7K · 📈) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
  • influxdb (🥈31 · ⭐ 1.5K · 📈) - Python client for InfluxDB. MIT
  • s3transfer (🥈31 · ⭐ 110 · 📈) - Amazon S3 Transfer Manager for Python. 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.

  • protobuf (🥇39 · ⭐ 47K · 📉) - Protocol Buffers - Google's data interchange format. BSD-3
  • docker-compose (🥈35 · ⭐ 22K · 📉) - Define and run multi-container applications with Docker. Apache-2
  • pymongo (🥇35 · ⭐ 3.3K · 📉) - PyMongo - the Python driver for MongoDB. Apache-2
  • aiofiles (🥉26 · ⭐ 1.5K · 📉) - File support for asyncio. Apache-2
  • pylibmc (🥉25 · ⭐ 440 · 📉) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3

Update: 2021.03.11

13 Mar 18:16
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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.

  • protobuf (🥇40 · ⭐ 47K · 📈) - Protocol Buffers - Google's data interchange format. BSD-3
  • azure-storage-blob (🥈34 · ⭐ 1.8K · 📈) - This repository is for active development of the Azure.. MIT
  • jmespath (🥉33 · ⭐ 1.3K · 💤) - JMESPath is a query language for JSON. MIT
  • supervisor (🥈32 · ⭐ 6.7K · 📈) - Supervisor process control system for UNIX. ❗️Repoze Public License
  • pyrsistent (🥇32 · ⭐ 1.5K · 📈) - Persistent/Immutable/Functional data structures for Python. MIT

Update: 2021.03.04

07 Mar 12:29
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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.

  • pytz (🥈32 · ⭐ 150 · 📈) - pytz Python historical timezone library and database. MIT
  • py4j (🥉30 · ⭐ 800 · 📈) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
  • tenacity (🥈29 · ⭐ 2.8K · 📈) - Retrying library for Python. Apache-2
  • Send2Trash (🥉29 · ⭐ 170 · 📈) - Python library to natively send files to Trash (or Recycle bin).. BSD-3
  • PyPika (🥉28 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. 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.

  • kafka-python (🥈33 · ⭐ 4.3K · 📉) - Python client for Apache Kafka. Apache-2
  • toolz (🥇32 · ⭐ 3.5K · 📉) - A functional standard library for Python. BSD-3
  • pyrsistent (🥇31 · ⭐ 1.5K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT
  • Elasticsearch DSL (🥈30 · ⭐ 3.2K · 📉) - High level Python client for Elasticsearch. Apache-2
  • influxdb (🥈30 · ⭐ 1.5K · 📉) - Python client for InfluxDB. MIT

Update: 2021.02.25

25 Feb 15:11
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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.

  • pycryptodomex (🥇34 · ⭐ 1.5K · 📈) - A self-contained cryptographic library for Python. BSD-3
  • jsonpickle (🥉30 · ⭐ 900 · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3
  • asn1crypto (🥈30 · ⭐ 220 · 📈) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
  • schema (🥈29 · ⭐ 2.3K · 📈) - Schema validation just got Pythonic. MIT
  • PyPika (🥉27 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. 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.

  • attrs (🥈32 · ⭐ 3.4K · 📉) - Python Classes Without Boilerplate. MIT
  • rsa (🥉29 · ⭐ 300 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • SuperSQLite (🥉14 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT