Update: 2023.03.02

📈 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.

• python-prompt-toolkit (🥈40 · ⭐ 8.2K · 📈) - Library for building powerful interactive command.. BSD-3
• pendulum (🥈35 · ⭐ 5.4K · 📈) - Python datetimes made easy. MIT
• micropython (🥈34 · ⭐ 16K · 📈) - MicroPython - a lean and efficient Python implementation.. Python-2.0
• natsort (🥈33 · ⭐ 730 · 📈) - Simple yet flexible natural sorting in Python. MIT
• Squirrel (🥉17 · ⭐ 260 · 📈) - A Python library that enables ML teams to share, load, and.. 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.

• arrow (🥈37 · ⭐ 8.2K · 📉) - Better dates & times for Python. Apache-2
• uvloop (🥈35 · ⭐ 9.2K · 📉) - Ultra fast asyncio event loop. Apache-2
• docopt (🥈35 · ⭐ 7.7K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT
• pyston (🥈22 · ⭐ 2.3K · 📉) - A faster and highly-compatible implementation of the Python.. Apache-2
• cachier (🥉22 · ⭐ 420 · 📉) - Persistent, stale-free, local and cross-machine caching for Python.. MIT

Update: 2023.02.23

📈 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.

• Celery (🥇45 · ⭐ 21K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• docker (🥈42 · ⭐ 6.1K · 📈) - A Python library for the Docker Engine API. Apache-2
• rq (🥇40 · ⭐ 8.8K · 📈) - Simple job queues for Python. BSD-3
• decorator (🥈34 · ⭐ 750 · 📈) - Decorators for Humans. BSD-2
• rtoml (🥉21 · ⭐ 220 · 📈) - A fast TOML library for python implemented in rust. 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.

• tink (🥈35 · ⭐ 13K · 📉) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
• pendulum (🥉33 · ⭐ 5.3K · 📉) - Python datetimes made easy. MIT
• holidays (🥉33 · ⭐ 920 · 📉) - Generate and work with holidays in Python. MIT
• pyodbc (🥉32 · ⭐ 2.6K · 📉) - Python ODBC bridge. ❗️MIT-0
• keyring (🥉32 · ⭐ 970 · 📉) - Store and access your passwords safely. MIT

Update: 2023.02.16

📈 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.

• PyMySQL (🥈39 · ⭐ 7.2K · 📈) - Pure Python MySQL Client. MIT
• sh (🥈37 · ⭐ 6.5K · 📈) - Python process launching. MIT
• diagrams (🥈35 · ⭐ 28K · 📈) - Diagram as Code for prototyping cloud system architectures. MIT
• srsly (🥉29 · ⭐ 340 · 📈) - Modern high-performance serialization utilities for Python (JSON,.. MIT
• ordered-set (🥈29 · ⭐ 180 · 📈) - A mutable set that remembers the order of its entries. One of.. 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.

• python-dotenv (🥇38 · ⭐ 5.7K · 📉) - Reads key-value pairs from a .env file and can set them as.. BSD-3
• python-bigquery (🥈37 · ⭐ 560 · 📉) - Google BigQuery API client library. Apache-2
• anyio (🥈35 · ⭐ 1.2K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT
• micropython (🥈32 · ⭐ 16K · 📉) - MicroPython - a lean and efficient Python implementation.. Python-2.0
• ploomber (🥈31 · ⭐ 3K · 📉) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2

Update: 2023.02.09

📈 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.

• more-itertools (🥇39 · ⭐ 2.9K · 📈) - More routines for operating on iterables, beyond itertools. MIT
• fabric (🥉36 · ⭐ 14K · 📈) - Simple, Pythonic remote execution and deployment. BSD-2
• anyio (🥈36 · ⭐ 1.2K · 📈) - High level asynchronous concurrency and networking framework that works.. MIT
• Pandas Summary (🥉25 · ⭐ 460 · 📈) - Engine for ML/Data tracking, visualization,.. Apache-2
• pypyr (🥉21 · ⭐ 480 · 📈) - pypyr task-runner cli & api for automation pipelines. Automate.. 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.

• Airflow (🥇45 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• diagrams (🥈32 · ⭐ 28K · 📉) - Diagram as Code for prototyping cloud system architectures. MIT
• srsly (🥉26 · ⭐ 340 · 📉) - Modern high-performance serialization utilities for Python (JSON,.. MIT
• parallel-ssh (🥉23 · ⭐ 1.1K · 📉) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
• pluginbase (🥉22 · ⭐ 1K · 💀) - A simple but flexible plugin system for Python. BSD-3

Update: 2023.02.02

📈 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.

• Prefect (🥇42 · ⭐ 11K · 📈) - The easiest way to coordinate your dataflow. Apache-2
• python-dateutil (🥇40 · ⭐ 2K · 📈) - Useful extensions to the standard Python datetime.. Apache-2
• holidays (🥈34 · ⭐ 900 · 📈) - Generate and work with holidays in Python. MIT
• dataset (🥉30 · ⭐ 4.3K · 📈) - Easy-to-use data handling for SQL data stores with support for.. MIT
• catalogue (🥉27 · ⭐ 140 · 📈) - Super lightweight function registries for your library. 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.

• Celery (🥇44 · ⭐ 21K · 📉) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• SQLAlchemy (🥇44 · ⭐ 6.7K · 📉) - The Database Toolkit for Python. MIT
• Arctic (🥉28 · ⭐ 2.9K · 📉) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1
• Bounter (🥉20 · ⭐ 940 · 📉) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT
• price-parser (🥉20 · ⭐ 260 · 📉) - Extract price amount and currency symbol from a raw text.. BSD-3

Update: 2023.01.26

📈 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.

• protobuf (🥇50 · ⭐ 58K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3
• paramiko (🥈43 · ⭐ 8.1K · 📈) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
• fabric (🥉33 · ⭐ 14K · 📈) - Simple, Pythonic remote execution and deployment. BSD-2
• voluptuous (🥈32 · ⭐ 1.8K · 📈) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python.. BSD-3
• python-email-validator (🥉27 · ⭐ 710 · 📈) - 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.

• flatbuffers (🥇42 · ⭐ 20K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• MongoEngine (🥈39 · ⭐ 3.9K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT
• psycopg2 (🥈38 · ⭐ 2.8K · 📉) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
• PyTables (🥈37 · ⭐ 1.2K · 📉) - A Python package to manage extremely large amounts of data. BSD-3
• pycparser (🥈36 · ⭐ 2.8K · 📉) - Complete C99 parser in pure Python. BSD-3

Update: 2023.01.19

📈 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.

• redis (🥇44 · ⭐ 11K · 📈) - Redis Python Client. MIT
• wcwidth (🥉34 · ⭐ 310 · 📈) - Python library that measures the width of unicode strings rendered to.. MIT
• TinyDB (🥈33 · ⭐ 5.6K · 📈) - TinyDB is a lightweight document oriented database optimized for your.. MIT
• glom (🥈29 · ⭐ 1.6K · 📈) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
• pyahocorasick (🥉29 · ⭐ 770 · 📈) - Python module (C extension and plain python) implementing.. BSD-3

📉 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.

• docker-compose (🥈42 · ⭐ 28K · 📉) - Define and run multi-container applications with Docker. Apache-2
• cpython (🥇40 · ⭐ 50K · 📉) - The Python programming language. MIT
• arrow (🥈38 · ⭐ 8.2K · 📉) - Better dates & times for Python. Apache-2
• python-sortedcontainers (🥇34 · ⭐ 2.9K · 📉) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
• pypyr (🥉18 · ⭐ 480 · 📉) - pypyr task-runner cli & api for automation pipelines. Automate.. Apache-2

Update: 2023.01.12

📈 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.

• Airflow (🥇47 · ⭐ 29K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
• polars (🥈37 · ⭐ 12K · 📈) - Fast multi-threaded, hybrid-streaming DataFrame library in Rust |.. MIT
• pycparser (🥇37 · ⭐ 2.8K · 📈) - Complete C99 parser in pure Python. BSD-3
• cachetools (🥇32 · ⭐ 1.5K · 📈) - Extensible memoizing collections and decorators. MIT
• coolname (🥉23 · ⭐ 100 · 📈) - Random Name and Slug Generator. 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.

• xarray (🥈37 · ⭐ 2.8K · 📉) - N-D labeled arrays and datasets in Python. Apache-2
• sh (🥉33 · ⭐ 6.5K · 📉) - Python process launching. MIT
• zipp (🥉29 · ⭐ 32 · 📉) - Backport of pathlib-compatible object wrapper for zip files. MIT
• strictyaml (🥉26 · ⭐ 1.2K · 📉) - Type-safe YAML parser and validator. MIT
• TaskTiger (🥉24 · ⭐ 1.2K · 📉) - Python task queue using Redis. MIT

Update: 2023.01.05

📈 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.

• click (🥇44 · ⭐ 13K · 📈) - Python composable command line interface toolkit. BSD-3
• python-dotenv (🥇38 · ⭐ 5.5K · 📈) - Reads key-value pairs from a .env file and can set them as.. BSD-3
• dbt (🥈37 · ⭐ 6.3K · 📈) - dbt enables data analysts and engineers to transform their data using.. Apache-2
• csvkit (🥈33 · ⭐ 5.3K · 📈) - A suite of utilities for converting to and working with CSV, the king.. MIT
• aiocache (🥉29 · ⭐ 770 · 📈) - Asyncio cache manager for redis, memcached and memory. BSD-3

📉 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 (🥇47 · ⭐ 56K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0
• awscli (🥇44 · ⭐ 13K · 📉) - Universal Command Line Interface for Amazon Web Services. Apache-2
• SQLAlchemy (🥇44 · ⭐ 6.5K · 📉) - The Database Toolkit for Python. MIT
• mrjob (🥈30 · ⭐ 2.6K · 💀) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2
• python-benedict (🥉26 · ⭐ 770 · 📉) - dict subclass with keylist/keypath support, built-in I/O.. MIT

Update: 2022.12.29

📈 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.

• PyTables (🥈38 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3
• supervisor (🥇37 · ⭐ 7.6K · 📈) - Supervisor process control system for Unix.. ❗️Repoze Public License
• XlsxWriter (🥇37 · ⭐ 3.1K · 📈) - A Python module for creating Excel XLSX files. BSD-2
• filelock (🥈34 · ⭐ 500 · 📈) - A platform-independent file lock for Python. Unlicense
• enaml (🥉27 · ⭐ 1.4K · 📈) - Declarative User Interfaces for Python. ❗Unlicensed

📉 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.

• Airflow (🥇46 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• Prefect (🥇41 · ⭐ 11K · 📉) - The easiest way to coordinate your dataflow. Apache-2
• python-dateutil (🥇39 · ⭐ 2K · 📉) - Useful extensions to the standard Python datetime.. Apache-2
• Pony (🥉29 · ⭐ 3.1K · 📉) - Pony Object Relational Mapper. Apache-2
• umongo (🥉25 · ⭐ 430 · 📉) - sync/async MongoDB ODM, yes. MIT