📈 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-dateutil (🥇36 · ⭐ 1.6K · 📈) - Useful extensions to the standard Python datetime..
Apache-2 - pyrsistent (🥇34 · ⭐ 1.6K · 📈) - Persistent/Immutable/Functional data structures for Python.
MIT - Motor (🥈33 · ⭐ 1.7K · 📈) - Motor - the async Python driver for MongoDB and Tornado or asyncio.
Apache-2 - simplejson (🥈33 · ⭐ 1.4K · 💤) - simplejson is a simple, fast, extensible JSON encoder/decoder for..
MIT - contextlib2 (🥉27 · ⭐ 33 · 📈) - contextlib2 is a backport of the standard library's..
❗️psfrag
📉 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.
- PyYAML (🥇35 · ⭐ 1.5K · 📉) - Canonical source repository for PyYAML.
MIT - PyMySQL (🥈34 · ⭐ 6.5K · 📉) - Pure Python MySQL Client.
MIT - python-fire (🥈32 · ⭐ 20K · 📉) - Python Fire is a library for automatically generating..
Apache-2 - ultrajson (🥈32 · ⭐ 3.3K · 📉) - Ultra fast JSON decoder and encoder written in C with Python..
BSD-3 - fabric (🥉31 · ⭐ 13K · 📉) - Simple, Pythonic remote execution and deployment.
BSD-2
➕ Added Projects
Projects that were recently added to this best-of list.
- Faker (🥇37 · ⭐ 13K · ➕) - Faker is a Python package that generates fake data for you.
MIT - python-dotenv (🥇34 · ⭐ 4K · ➕) - Get and set values in your .env file in local and production..
BSD-3 - xlwings (🥇33 · ⭐ 2K · ➕) - xlwings is a BSD-licensed Python library that makes it easy to call..
BSD-3 - Datasets (🥇32 · ⭐ 8.5K · ➕) - The largest hub of ready-to-use NLP datasets for ML models with..
Apache-2 - xmltodict (🥇32 · ⭐ 4.4K · 💀) - Python module that makes working with XML feel like you are..
MIT - python-magic (🥇32 · ⭐ 1.9K · ➕) - A python wrapper for libmagic.
MIT - xlrd (🥇32 · ⭐ 1.9K · 💤) - Please use openpyxl where you can...
BSD-3 - alembic (🥈32 · ⭐ 980 · ➕) - A database migrations tool for SQLAlchemy.
MIT - netmiko (🥉31 · ⭐ 2.4K · ➕) - Multi-vendor library to simplify Paramiko SSH connections to network..
MIT - Tablib (🥈30 · ⭐ 4K · ➕) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
MIT - plumbum (🥉30 · ⭐ 2.2K · ➕) - Plumbum: Shell Combinators.
MIT - smart-open (🥈30 · ⭐ 2.1K · ➕) - Utils for streaming large files (S3, HDFS, gzip, bz2...).
MIT - cached-property (🥇30 · ⭐ 600 · 💤) - A decorator for caching properties in classes.
BSD-3 - pulumi (🥉29 · ⭐ 9.2K · ➕) - Pulumi - Modern Infrastructure as Code. Any cloud, any language.
Apache-2 - pandas-datareader (🥈29 · ⭐ 2K · 💤) - Extract data from a wide range of Internet sources into..
BSD-3 - snorkel (🥈28 · ⭐ 4.7K · ➕) - A system for quickly generating training data with weak..
Apache-2 - csvkit (🥈28 · ⭐ 4.6K · ➕) - A suite of utilities for converting to and working with CSV, the king..
MIT - phonenumbers (🥈28 · ⭐ 2.7K · ➕) - Python port of Google's libphonenumber.
Apache-2 - PDFMiner (🥉27 · ⭐ 4.6K · 💀) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
MIT - python-dependency-injector (🥉27 · ⭐ 1.4K · ➕) - Dependency injection framework for Python.
BSD-3 - gdown (🥉27 · ⭐ 1.2K · ➕) - Download a large file from Google Drive (curl/wget fails because of the..
MIT - pyscaffold (🥉27 · ⭐ 1.1K · ➕) - Python project template generator with batteries included.
MIT - textract (🥉26 · ⭐ 3K · 💀) - extract text from any document. no muss. no fuss.
MIT - gin-config (🥉26 · ⭐ 1.3K · ➕) - Gin provides a lightweight configuration framework for Python.
Apache-2 - pyahocorasick (🥉26 · ⭐ 620 · ➕) - Python module (C extension and plain python) implementing..
BSD-3 - Intake (🥉26 · ⭐ 590 · ➕) - Intake is a lightweight package for finding, investigating, loading..
BSD-2 - inflect (🥉26 · ⭐ 540 · ➕) - Correctly generate plurals, ordinals, indefinite articles; convert..
MIT - janus (🥈26 · ⭐ 500 · ➕) - Thread-safe asyncio-aware queue for Python.
Apache-2 - tortoise-orm (🥉25 · ⭐ 2.1K · ➕) - Familiar asyncio ORM for python, built with relations in..
Apache-2 - bidict (🥉25 · ⭐ 860 · ➕) - The bidirectional mapping library for Python.
MPL-2.0 - sqlitedict (🥉25 · ⭐ 680 · ➕) - Persistent dict, backed by sqlite3 and pickle, multithread-..
Apache-2 - anyio (🥈25 · ⭐ 410 · ➕) - High level asynchronous concurrency and networking framework that works..
MIT - gino (🥉24 · ⭐ 2.2K · ➕) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
BSD-3 - Singer (🥉24 · ⭐ 800 · ➕) - Standard for moving data between databases, web APIs, files,..
❗️AGPL-3.0 - questionary (🥉24 · ⭐ 680 · ➕) - Python library to build pretty command line user prompts Easy to..
MIT - aiocache (🥉24 · ⭐ 540 · 💤) - Asyncio cache manager for redis, memcached and memory.
BSD-3 - tabulator-py (🥉24 · ⭐ 210 · ➕) - Python library for reading and writing tabular data via streams.
MIT - camelot (🥉23 · ⭐ 1.2K · ➕) - A Python library to extract tabular data from PDFs.
MIT - fastcore (🥉23 · ⭐ 600 · ➕) - Python supercharged for the fastai library.
Apache-2 - anytree (🥉23 · ⭐ 570 · 💀) - Python tree data library.
Apache-2 - SDV (🥉23 · ⭐ 450 · ➕) - Synthetic Data Generation for tabular, relational and time series data.
MIT - hickle (🥉23 · ⭐ 380 · ➕) - a HDF5-based python pickle replacement.
MIT - python-benedict (🥉23 · ⭐ 250 · ➕) - dict subclass with keylist/keypath support, normalized I/O..
MIT - deepdish (🥉23 · ⭐ 220 · ➕) - Flexible HDF5 saving/loading and other data science tools from the..
BSD-3 - pinject (🥉22 · ⭐ 1.3K · ➕) - A pythonic dependency injection library.
Apache-2 - python-email-validator (🥉22 · ⭐ 440 · 💤) - A robust email syntax and deliverability validation..
❗️CC0-1.0 - cachier (🥉22 · ⭐ 380 · ➕) - Persistent, stale-free, local and cross-machine caching for Python..
MIT - messytables (🥉22 · ⭐ 370 · 💀) - Tools for parsing messy tabular data. This is now superseded by..
MIT - pyexcel-xlsx (🥉22 · ⭐ 89 · 💤) - A wrapper library to read, manipulate and write data in xlsx..
BSD-3 - rows (🥉21 · ⭐ 750 · ➕) - A common, beautiful interface to tabular data, no matter the format.
❗️LGPL-3.0 - piccolos (🥉21 · ⭐ 280 · ➕) - A fast, user friendly ORM and query builder which supports asyncio.
MIT - aiomisc (🥉21 · ⭐ 220 · ➕) - aiomisc - miscellaneous utils for asyncio.
MIT - unsync (🥉20 · ⭐ 580 · ➕) - Unsynchronize asyncio.
MIT - datatest (🥉20 · ⭐ 240 · ➕) - Tools for test driven data-wrangling and data validation.
Apache-2 - openpyxl (🥉20 · ➕) - A Python library to read/write Excel 2010 xlsx/xlsm files.
MIT - excalibur (🥉19 · ⭐ 980 · 💤) - A web interface to extract tabular data from PDFs.
MIT - coolname (🥉19 · ⭐ 70 · ➕) - Random Name and Slug Generator.
BSD-2 - docopt-ng (🥉19 · ⭐ 45 · ➕) - Humane command line arguments parser. Now with maintenance,..
MIT - gsheets-db-api (🥉18 · ⭐ 130 · ➕) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets.
MIT - Phoenix (🥉17 · ⭐ 1.6K · ➕) - wxPython's Project Phoenix. A new implementation of..
❗Unlicensed - cleverdict (🥉17 · ⭐ 82 · ➕) - A JSON-friendly data structure which allows both object attributes..
MIT - csvs-to-sqlite (🥉16 · ⭐ 620 · 💤) - Convert CSV files into a SQLite database.
Apache-2 - millify (🥉16 · ⭐ 37 · 💀) - Convert long numbers into a human-readable format in Python.
MIT - psycopg3 (🥉12 · ⭐ 360 · ➕) - New generation PostgreSQL database adapter for the Python..
❗️LGPL-3.0