Update: 2022.12.15

📈 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-fire (🥈38 · ⭐ 23K · 📈) - Python Fire is a library for automatically generating.. Apache-2
• greenlet (🥇38 · ⭐ 1.4K · 📈) - Lightweight in-process concurrent programming. MIT
• traitlets (🥇38 · ⭐ 530 · 📈) - A lightweight Traits like module. BSD-3
• PyTables (🥈36 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3
• piccolos (🥉28 · ⭐ 900 · 📈) - A fast, user friendly ORM and query builder which supports asyncio. 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 (🥇44 · ⭐ 6.4K · 📉) - The Database Toolkit for Python. MIT
• google-cloud-storage (🥇41 · ⭐ 4.1K · 📉) - Google Cloud Client Library for Python. Apache-2
• attrs (🥇40 · ⭐ 4.5K · 📉) - Python Classes Without Boilerplate. MIT
• PySimpleGUI (🥈37 · ⭐ 11K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
• python-email-validator (🥉25 · ⭐ 680 · 📉) - A robust email syntax and deliverability validation.. ❗️CC0-1.0

Update: 2022.12.08

📈 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.

• watchdog (🥈37 · ⭐ 5.6K · 📈) - Python library and shell utilities to monitor filesystem events. Apache-2
• jsonpickle (🥈34 · ⭐ 1.1K · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3
• beaker (🥇30 · ⭐ 500 · 📈) - WSGI middleware for sessions and caching. BSD-3
• whylogs (🥉29 · ⭐ 1.9K · 📈) - Open standard for end-to-end data and ML monitoring for any.. Apache-2
• ubelt (🥉27 · ⭐ 640 · 📈) - A Python utility library with a stdlib like feel and extra.. 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.

• Datasets (🥇41 · ⭐ 15K · 📉) - The largest hub of ready-to-use datasets for ML models with.. Apache-2
• MongoEngine (🥈38 · ⭐ 3.9K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT
• python-dotenv (🥇37 · ⭐ 5.5K · 📉) - Reads key-value pairs from a .env file and can set them as.. BSD-3
• alembic (🥈37 · ⭐ 1.7K · 📉) - A database migrations tool for SQLAlchemy. MIT
• greenlet (🥈36 · ⭐ 1.4K · 📉) - Lightweight in-process concurrent programming. MIT

Update: 2022.12.01

📈 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.

• attrs (🥇41 · ⭐ 4.5K · 📈) - Python Classes Without Boilerplate. MIT
• alembic (🥈38 · ⭐ 1.6K · 📈) - A database migrations tool for SQLAlchemy. MIT
• toolz (🥈36 · ⭐ 4.1K · 📈) - A functional standard library for Python. BSD-3
• Ibis (🥈36 · ⭐ 2.2K · 📈) - Expressive analytics in Python at any scale. Apache-2
• pygsheets (🥈33 · ⭐ 1.4K · 📈) - Google Sheets Python API v4. 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 (🥇44 · ⭐ 11K · 📉) - Redis Python Client. MIT
• click (🥇42 · ⭐ 13K · 📉) - Python composable command line interface toolkit. BSD-3
• jsonschema (🥇39 · ⭐ 3.9K · 📉) - An implementation of the JSON Schema specification for Python. MIT
• pymongo (🥈38 · ⭐ 3.7K · 📉) - PyMongo - the Python driver for MongoDB. Apache-2
• future (🥈35 · ⭐ 1.2K · 💀) - Easy, clean, reliable Python 2/3 compatibility. MIT

Update: 2022.11.24

📈 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
• holidays (🥈34 · ⭐ 860 · 📈) - Generate and work with holidays in Python. MIT
• python-slugify (🥈32 · ⭐ 1.3K · 📈) - Returns unicode slugs. MIT
• TaskTiger (🥉24 · ⭐ 1.2K · 📈) - Python task queue using Redis. MIT
• Bounter (🥉21 · ⭐ 940 · 📈) - Efficient Counter that uses a limited (bounded) amount of memory.. 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.

• attrs (🥇40 · ⭐ 4.5K · 📉) - Python Classes Without Boilerplate. MIT
• h5py (🥇39 · ⭐ 1.8K · 📉) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
• joblib (🥈38 · ⭐ 3K · 📉) - Computing with Python functions. BSD-3
• polars (🥈36 · ⭐ 9.3K · 📉) - Fast multi-threaded, hybrid-streaming DataFrame library in Rust |.. MIT
• bcrypt (🥉33 · ⭐ 940 · 📉) - Modern(-ish) password hashing for your software and your servers. Apache-2

Update: 2022.11.17

📈 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.

• PySimpleGUI (🥈38 · ⭐ 11K · 📈) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
• simplejson (🥈37 · ⭐ 1.5K · 📈) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
• Eel (🥈32 · ⭐ 5.3K · 📈) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
• pysparkling (🥉24 · ⭐ 250 · 📈) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT
• rtoml (🥉22 · ⭐ 210 · 📈) - 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.

• Airflow (🥇41 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• luigi (🥈37 · ⭐ 16K · 📉) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
• python-dateutil (🥈37 · ⭐ 1.9K · 📉) - Useful extensions to the standard Python datetime.. Apache-2
• Great Expectations (🥈36 · ⭐ 7.6K · 📉) - Always know what to expect from your data. Apache-2
• ubelt (🥉24 · ⭐ 630 · 📉) - A Python utility library with a stdlib like feel and extra.. Apache-2

Update: 2022.11.10

📈 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 (🥇45 · ⭐ 29K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
• paramiko (🥈41 · ⭐ 8K · 📈) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
• Great Expectations (🥈38 · ⭐ 7.6K · 📈) - Always know what to expect from your data. Apache-2
• greenlet (🥇38 · ⭐ 1.4K · 📈) - Lightweight in-process concurrent programming. MIT
• asyncer (🥉20 · ⭐ 850 · 📈) - Asyncer, async and await, focused on developer experience. 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.

• cachetools (🥇30 · ⭐ 1.5K · 📉) - Extensible memoizing collections and decorators. MIT
• pyfilesystem2 (🥉29 · ⭐ 1.8K · 📉) - Pythons Filesystem abstraction layer. MIT
• pylibmc (🥈28 · ⭐ 460 · 📉) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
• swifter (🥉25 · ⭐ 2.1K · 📉) - A package which efficiently applies any function to a pandas.. MIT
• pdpipe (🥉21 · ⭐ 690 · 📉) - Easy pipelines for pandas DataFrames. MIT

Update: 2022.10.27

📈 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.

• PynamoDB (🥈32 · ⭐ 2K · 📈) - A pythonic interface to Amazons DynamoDB. MIT
• huey (🥈31 · ⭐ 4.2K · 📈) - a little task queue for python. MIT
• pyinfra (🥉31 · ⭐ 2K · 📈) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
• python-mss (🥉26 · ⭐ 770 · 📈) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
• everett (🥉25 · ⭐ 130 · 📈) - configuration library for python projects. MPL-2.0

📉 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.

• docker (🥈42 · ⭐ 6K · 📉) - A Python library for the Docker Engine API. Apache-2
• Airflow (🥇41 · ⭐ 28K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• filesystem_spec (🥇38 · ⭐ 500 · 📉) - A specification that python filesystems should adhere to. BSD-3
• PySimpleGUI (🥈36 · ⭐ 11K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
• Great Expectations (🥈36 · ⭐ 7.5K · 📉) - Always know what to expect from your data. Apache-2

Update: 2022.10.20

📈 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.

• cryptography (🥇45 · ⭐ 5.1K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3
• flatbuffers (🥇42 · ⭐ 19K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• pulumi (🥈41 · ⭐ 14K · 📈) - Pulumi - Universal Infrastructure as Code. Your Cloud, Your.. Apache-2
• python-prompt-toolkit (🥈37 · ⭐ 8K · 📈) - Library for building powerful interactive command.. BSD-3
• colorama (🥈36 · ⭐ 3K · 📈) - Simple cross-platform colored terminal text in Python. 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.

• Airflow (🥇43 · ⭐ 28K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• marshmallow (🥈38 · ⭐ 6.3K · 📉) - A lightweight library for converting complex objects to and from.. MIT
• MongoEngine (🥈38 · ⭐ 3.9K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT
• xlwings (🥇37 · ⭐ 2.4K · 📉) - xlwings is a Python library that makes it easy to call Python from.. BSD-3
• keyring (🥉33 · ⭐ 920 · 📉) - Store and access your passwords safely. MIT

Update: 2022.10.13

📈 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 (🥇49 · ⭐ 57K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3
• Celery (🥇45 · ⭐ 20K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• Faker (🥇43 · ⭐ 15K · 📈) - Faker is a Python package that generates fake data for you. MIT
• Great Expectations (🥈38 · ⭐ 7.3K · 📈) - Always know what to expect from your data. Apache-2
• python-sortedcontainers (🥇34 · ⭐ 2.7K · 📈) - Python Sorted Container Types: Sorted List, Sorted.. 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.

• pyparsing (🥇37 · ⭐ 1.7K · 📉) - Python library for creating PEG parsers. MIT
• alembic (🥈37 · ⭐ 1.6K · 📉) - A database migrations tool for SQLAlchemy. MIT
• pycryptodomex (🥈36 · ⭐ 2.1K · 📉) - A self-contained cryptographic library for Python. BSD-3
• greenlet (🥈36 · ⭐ 1.4K · 📉) - Lightweight in-process concurrent programming. MIT
• toolz (🥈35 · ⭐ 4.1K · 📉) - A functional standard library for Python. BSD-3

Update: 2022.10.06

📈 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.

• cpython (🥇40 · ⭐ 48K · 📈) - The Python programming language. MIT
• marshmallow (🥈39 · ⭐ 6.3K · 📈) - A lightweight library for converting complex objects to and from.. MIT
• psycopg2 (🥈39 · ⭐ 2.8K · 📈) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
• filesystem_spec (🥇39 · ⭐ 480 · 📈) - A specification that python filesystems should adhere to. BSD-3
• plumbum (🥉33 · ⭐ 2.5K · 📈) - Plumbum: Shell Combinators. 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.

• protobuf (🥇48 · ⭐ 56K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3
• click (🥇43 · ⭐ 13K · 📉) - Python composable command line interface toolkit. BSD-3
• voluptuous (🥈30 · ⭐ 1.7K · 📉) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python.. BSD-3
• flexx (🥉25 · ⭐ 3K · 📉) - Write desktop and web apps in pure Python. BSD-2
• python-rapidjson (🥉25 · ⭐ 460 · 📉) - Python wrapper around rapidjson. MIT