🏆 A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 390 awesome open-source projects with a total of 1.6M stars grouped into 28 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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- Data Serialization 16 projects
- Data Containers & Dataframes 30 projects
- Data Structures 15 projects
- Data Validation 15 projects
- Algorithms & Design Patterns 4 projects
- Date & Time Utilities 9 projects
- File & Path Utilities 10 projects
- Compatiblity 7 projects
- Cryptography 7 projects
- Infrastructure & DevOps 19 projects
- Process Utilities 4 projects
- Asynchronous Programming 7 projects
- Configuration 9 projects
- CLI Development 19 projects
- Development Tools 1 projects
- Data Caching 6 projects
- GUI Development 10 projects
- Computer & Machine Vision 1 projects
- Machine Learning & Data Engineering 1 projects
- Text Data 12 projects
- Web Development 1 projects
- Database Clients 64 projects
- Data Loading & Extraction 30 projects
- Data Pipelines & Streaming 43 projects
- File Formats 3 projects
- Code Inspection 4 projects
- General Utilities 15 projects
- Python Implementations 6 projects
- Others 21 projects
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project (less than 6 months old)
- 💤 Inactive project (6 months no activity)
- 💀 Dead project (12 months no activity)
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning (e.g. missing/risky license)
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
Pandas related project
protobuf (🥇51 · ⭐ 60K) - Protocol Buffers - Googles data interchange format. BSD-3
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GitHub (👨💻 1.1K · 🔀 15K · 📥 32M · 📦 430K · 📋 5.8K - 15% open · ⏱️ 15.06.2023):
git clone https://github.com/protocolbuffers/protobuf -
PyPi (📥 120M / month · 📦 16K · ⏱️ 30.01.2023):
pip install protobuf -
Conda (📥 14M · ⏱️ 31.05.2023):
conda install -c conda-forge protobuf -
npm (📥 6.1M / month · 📦 3.4K · ⏱️ 10.10.2022):
npm install google-protobuf
flatbuffers (🥇43 · ⭐ 21K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
-
GitHub (👨💻 640 · 🔀 3.1K · 📥 220K · 📦 60K · 📋 2.2K - 5% open · ⏱️ 15.06.2023):
git clone https://github.com/google/flatbuffers -
PyPi (📥 10M / month · 📦 280 · ⏱️ 21.01.2023):
pip install flatbuffers -
Conda (📥 740K · ⏱️ 28.05.2023):
conda install -c conda-forge flatbuffers -
npm (📥 900K / month · 📦 260 · ⏱️ 26.05.2023):
npm install flatbuffers
marshmallow (🥈38 · ⭐ 6.6K) - A lightweight library for converting complex objects to and from.. MIT
simplejson (🥈36 · ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
cloudpickle (🥈36 · ⭐ 1.4K) - Extended pickling support for Python objects. BSD-3
orjson (🥈35 · ⭐ 4.7K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
ultrajson (🥈35 · ⭐ 4.1K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
msgpack (🥉34 · ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
jsonpickle (🥉34 · ⭐ 1.1K) - Python library for serializing any arbitrary object graph into.. BSD-3
python-rapidjson (🥉28 · ⭐ 480) - Python wrapper around rapidjson. MIT
pysimdjson (🥉25 · ⭐ 590 · 💤) - Python bindings for the simdjson project. MIT
General-purpose data containers as well as utilities & extensions for pandas.
h5py (🥇41 · ⭐ 1.9K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
polars (🥈39 · ⭐ 18K) - Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python.. MIT
docarray (🥈34 · ⭐ 2.3K) - Represent, send, and store multimodal data Neural Search Vector.. Apache-2
zarr (🥈33 · ⭐ 1.2K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
Bottleneck (🥈33 · ⭐ 900) - Fast NumPy array functions written in C. BSD-2
datasketch (🥉30 · ⭐ 2K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++,.. MIT
Vaex (🥉29 · ⭐ 7.9K) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization.. MIT
StaticFrame (🥉28 · ⭐ 350) - Immutable and grow-only Pandas-like DataFrames with a more explicit.. MIT
Pandaral·lel (🥉27 · ⭐ 3.1K) - A simple and efficient tool to parallelize Pandas.. BSD-3 jupyter
Pandas Summary (🥉27 · ⭐ 470) - Engine for ML/Data tracking, visualization,.. Apache-2
pickleDB (🥉22 · ⭐ 790) - pickleDB is an open source key-value store using Pythons json module. BSD-3
Show 6 hidden projects...
- Blaze (🥉30 · ⭐ 3.1K · 💀) - NumPy and Pandas interface to Big Data.
BSD-3 - Arctic (🥉30 · ⭐ 3K) - Arctic is a high performance datastore for numeric data.
❗️LGPL-2.1 - sklearn-pandas (🥉29 · ⭐ 2.7K · 💤) - Pandas integration with sklearn.
❗️Zlibsklearn - pandasql (🥉27 · ⭐ 1.2K · 💀) - sqldf for pandas.
MIT - bcolz (🥉26 · ⭐ 950 · 💀) - A columnar data container that can be compressed.
BSD-3 - PandaPy (🥉13 · ⭐ 540 · 💀) - PandaPy has the speed of NumPy and the usability of Pandas 10x to..
MIT
python-sortedcontainers (🥇34 · ⭐ 3K · 💤) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
pyrsistent (🥇34 · ⭐ 1.9K) - Persistent/Immutable/Functional data structures for Python. MIT
python-benedict (🥈29 · ⭐ 1.1K) - dict subclass with keylist/keypath support, built-in I/O.. MIT
munch (🥉28 · ⭐ 680) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
ordered-set (🥉28 · ⭐ 180 · 💤) - A mutable set that remembers the order of its entries. One of.. MIT
python-box (🥉26 · ⭐ 2.2K) - Python dictionaries with advanced dot notation access. MIT
immutables (🥉26 · ⭐ 1K · 💤) - A high-performance immutable mapping type for Python. Apache-2
sqlitedict (🥉26 · ⭐ 1K) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
Show 2 hidden projects...
- addict (🥈29 · ⭐ 2.4K · 💀) - The Python Dict thats better than heroin.
MIT - cleverdict (🥉14 · ⭐ 96 · 💀) - A JSON-friendly data structure which allows both object attributes..
MIT
jsonschema (🥇40 · ⭐ 4.2K) - An implementation of the JSON Schema specification for Python. MIT
validators (🥈32 · ⭐ 770) - Python Data Validation for Humans. MIT
voluptuous (🥉31 · ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
strictyaml (🥉30 · ⭐ 1.2K) - Type-safe YAML parser and validator. MIT
dirty-equals (🥉22 · ⭐ 680) - Doing dirty (but extremely useful) things with equals. MIT
Show 6 hidden projects...
- cerberus (🥈34 · ⭐ 3K · 💀) - Lightweight, extensible data validation library for Python.
ISC - schema (🥈32 · ⭐ 2.8K · 💀) - Schema validation just got Pythonic.
MIT - schematics (🥉30 · ⭐ 2.6K · 💀) - Python Data Structures for Humans.
BSD-3 - python-email-validator (🥉28 · ⭐ 790 · 📈) - A robust email syntax and deliverability validation..
❗️CC0-1.0 - validr (🥉18 · ⭐ 210 · 💀) - A simple, fast, extensible python library for data validation.
MIT - dataklasses (🥉7 · ⭐ 760 · 💀) - A different spin on dataclasses.
❗Unlicensed
🔗 python-patterns ( ⭐ 38K) - Collection of design patterns/idioms in Python.
transitions (🥇29 · ⭐ 4.9K) - A lightweight, object-oriented finite state machine implementation.. MIT
algorithms (🥉28 · ⭐ 23K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
python-dateutil (🥇39 · ⭐ 2.1K) - Useful extensions to the standard Python datetime features. Apache-2
dateparser (🥈36 · ⭐ 2.3K · 📉) - python parser for human readable dates. BSD-3
Show 2 hidden projects...
- parsedatetime (🥉29 · ⭐ 670 · 💀) - Parse human-readable date/time strings.
Apache-2 - isodate (🥉29 · ⭐ 130 · 💀) - ISO 8601 date/time parser.
BSD-3
filesystem_spec (🥇39 · ⭐ 600) - A specification that python filesystems should adhere to. BSD-3
appdirs (🥉31 · ⭐ 980) - A small Python module for determining appropriate platform-specific dirs,.. MIT
pyfilesystem2 (🥉30 · ⭐ 1.9K · 💤) - Pythons Filesystem abstraction layer. MIT
Show 3 hidden projects...
typing (🥈31 · ⭐ 1.4K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0
futures (🥉27 · ⭐ 230 · 💤) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
Show 3 hidden projects...
- dataclasses (🥉27 · ⭐ 560 · 💀) - A backport of the dataclasses module for Python 3.6.
Apache-2 - pathlib2 (🥉27 · ⭐ 73 · 💀) - Backport of pathlib aiming to support the full stdlib Python API.
MIT - contextlib2 (🥉26 · ⭐ 37 · 💀) - contextlib2 is a backport of the standard librarys contextlib..
❗️psfrag
cryptography (🥇46 · ⭐ 5.6K) - cryptography is a package designed to expose cryptographic.. Apache-2
pycryptodomex (🥈38 · ⭐ 2.4K) - A self-contained cryptographic library for Python. BSD-3
asn1crypto (🥉33 · ⭐ 290 · 💤) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
ansible (🥇48 · ⭐ 58K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
docker-compose (🥈43 · ⭐ 30K) - Define and run multi-container applications with Docker. Apache-2
paramiko (🥈43 · ⭐ 8.4K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
pulumi (🥈42 · ⭐ 16K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2
kubernetes (🥉38 · ⭐ 5.8K) - Official Python client library for kubernetes. Apache-2
pyinfra (🥉29 · ⭐ 2.3K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
pypyr (🥉21 · ⭐ 530) - pypyr task-runner cli & api for automation pipelines. Automate anything.. Apache-2
Show 4 hidden projects...
- fabtools (🥉25 · ⭐ 1.3K · 💀) - Tools for writing awesome Fabric files.
BSD-2 - parallel-ssh (🥉25 · ⭐ 1.1K · 💤) - Asynchronous parallel SSH client library.
❗️LGPL-2.1 - storm (🥉24 · ⭐ 3.9K · 💀) - Manage your SSH like a boss.
MIT - wssh (🥉17 · ⭐ 1.3K · 💀) - SSH to WebSockets Bridge.
MIT
supervisor (🥇36 · ⭐ 7.8K) - Supervisor process control system for Unix.. ❗️Repoze Public License
pexpect (🥇36 · ⭐ 2.4K · 📉) - A Python module for controlling interactive programs in a pseudo-.. ISC
Show 1 hidden projects...
- ptyprocess (🥉26 · ⭐ 190 · 💀) - Run a subprocess in a pseudo terminal.
ISC
anyio (🥇37 · ⭐ 1.3K) - High level asynchronous concurrency and networking framework that works on.. MIT
Show 2 hidden projects...
python-dotenv (🥇37 · ⭐ 6.1K) - Reads key-value pairs from a .env file and can set them as.. BSD-3
python-decouple (🥈32 · ⭐ 2.4K) - Strict separation of config from code. MIT
omegaconf (🥉31 · ⭐ 1.5K) - Flexible Python configuration system. The last one you will ever need. BSD-3
gin-config (🥉28 · ⭐ 1.8K) - Gin provides a lightweight configuration framework for Python. Apache-2
rich (🥇42 · ⭐ 44K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
python-prompt-toolkit (🥈38 · ⭐ 8.4K) - Library for building powerful interactive command.. BSD-3
python-fire (🥈37 · ⭐ 25K) - Python Fire is a library for automatically generating command.. Apache-2
argcomplete (🥈36 · ⭐ 1.2K) - Python and tab completion, better together. Apache-2
wcwidth (🥉32 · ⭐ 330) - Python library that measures the width of unicode strings rendered to a.. MIT
asciimatics (🥉29 · ⭐ 3.3K) - A cross platform package to do curses-like operations, plus.. Apache-2
questionary (🥉29 · ⭐ 1.1K) - Python library to build pretty command line user prompts Easy to use.. MIT
docopt-ng (🥉22 · ⭐ 120) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT
Show 6 hidden projects...
- docopt (🥈35 · ⭐ 7.8K · 💀) - Pythonic command line arguments parser, that will make you smile.
MIT - blessings (🥉28 · ⭐ 1.4K · 💀) - A thin, practical wrapper around terminal capabilities in Python.
MIT - ConfigArgParse (🥉27 · ⭐ 650 · 💀) - A drop-in replacement for argparse that allows options to..
MIT - clint (🥉24 · ⭐ 88 · 💀) - Python Command-line Application Tools.
ISC - bashplotlib (🥉22 · ⭐ 1.7K · 💀) - plotting in the terminal.
MIT - Click Extra (🥉22 · ⭐ 34) - Extra colorization and configuration loading for Click.
❗️GPL-2.0
🔗 best-of-python-dev ( ⭐ 730) - A ranked list of awesome python developer tools and libraries. Updated..
cachetools (🥇32 · ⭐ 1.7K) - Extensible memoizing collections and decorators. MIT
pylibmc (🥉27 · ⭐ 470 · 💤) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
Show 1 hidden projects...
- cached-property (🥈30 · ⭐ 670 · 💀) - A decorator for caching properties in classes.
BSD-3
🔗 best-of-web-python - Web UI ( ⭐ 1.9K) - Collection of libraries to implement web-based UIs.
kivy (🥇40 · ⭐ 16K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
PySimpleGUI (🥈37 · ⭐ 12K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
DearPyGui (🥈33 · ⭐ 11K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
Show 3 hidden projects...
- Gooey (🥉29 · ⭐ 18K · 💀) - Turn (almost) any Python command line program into a full GUI..
MIT - Phoenix (🥉28 · ⭐ 2K) - wxPythons Project Phoenix. A new implementation of wxPython,..
❗️wxWindows - enaml (🥉26 · ⭐ 1.5K) - Declarative User Interfaces for Python.
❗Unlicensed
🔗 best-of-ml-python - Computer Vision ( ⭐ 14K) - Collection of computer vision and image processing..
🔗 best-of-ml-python ( ⭐ 14K) - A ranked list of awesome machine learning Python libraries. Updated..
🔗 best-of-ml-python - NLP ( ⭐ 14K) - Collection of text processing and NLP libraries.
phonenumbers (🥇35 · ⭐ 3.2K) - Python port of Googles libphonenumber. Apache-2
chardet (🥈32 · ⭐ 1.9K) - Python character encoding detector. ❗️LGPL-2.1
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GitHub (👨💻 48 · 🔀 240 · 📋 140 - 39% open · ⏱️ 02.12.2022):
git clone https://github.com/chardet/chardet -
PyPi (📥 49M / month · 📦 39K · ⏱️ 01.12.2022):
pip install chardet -
Conda (📥 21M · ⏱️ 02.12.2022):
conda install -c conda-forge chardet -
npm (📥 17 / month · 📦 3 · ⏱️ 20.08.2017):
npm install @pypi/chardet
python-slugify (🥈30 · ⭐ 1.3K) - Returns unicode slugs. MIT
inflect (🥈30 · ⭐ 830) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
pyahocorasick (🥉28 · ⭐ 810) - Python module (C extension and plain python) implementing Aho-.. BSD-3
price-parser (🥉20 · ⭐ 270 · 💤) - Extract price amount and currency symbol from a raw text.. BSD-3
Show 2 hidden projects...
- awesome-slugify (🥉21 · ⭐ 480 · 💀) - Python flexible slugify function.
❗️GPL-3.0 - millify (🥉15 · ⭐ 76 · 💀) - Convert long numbers into a human-readable format in Python.
MIT
🔗 best-of-web-python ( ⭐ 1.9K) - A ranked list of awesome python libraries for web development. Updated..
Libraries for connecting to, operating, and querying databases.
SQLAlchemy (🥇45 · ⭐ 7.4K · 📉) - The Database Toolkit for Python. MIT
google-cloud-storage (🥇43 · ⭐ 4.2K) - Google Cloud Client Library for Python. Apache-2
azure-storage-blob (🥇42 · ⭐ 3.7K) - This repository is for active development of the Azure SDK.. MIT
elasticsearch (🥇40 · ⭐ 4K) - Official Python client for Elasticsearch. Apache-2
kafka-python (🥈39 · ⭐ 5.2K) - Python client for Apache Kafka. Apache-2
MongoEngine (🥈38 · ⭐ 4K) - A Python Object-Document-Mapper for working with MongoDB. MIT
AWS Data Wrangler (🥈37 · ⭐ 3.5K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
SQLAlchemy-Utils (🥈37 · ⭐ 1.1K) - Various utility functions and datatypes for SQLAlchemy. BSD-3
python-bigquery (🥈37 · ⭐ 610) - Google BigQuery API client library. Apache-2
confluent-kafka-python (🥈36 · ⭐ 3.3K) - Confluents Kafka Python Client. Apache-2
Ibis (🥈36 · ⭐ 2.8K) - The flexibility of Python with the scale and performance of modern SQL. Apache-2
Elasticsearch DSL (🥈35 · ⭐ 3.7K) - High level Python client for Elasticsearch. Apache-2
mysqlclient (🥈35 · ⭐ 2.3K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0
tortoise-orm (🥈34 · ⭐ 3.6K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
libcloud (🥈34 · ⭐ 1.9K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
Cassandra Driver (🥈34 · ⭐ 1.3K) - DataStax Python Driver for Apache Cassandra. Apache-2
s3transfer (🥈34 · ⭐ 170) - Amazon S3 Transfer Manager for Python. Apache-2
neo4j-driver (🥉33 · ⭐ 800) - Neo4j Bolt driver for Python. Apache-2
Prometheus Client (🥉32 · ⭐ 3.4K) - Prometheus instrumentation library for Python.. Apache-2
pandas-gbq (🥉32 · ⭐ 370) - Google BigQuery connector for pandas. BSD-3
sqlmodel (🥉31 · ⭐ 10K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic
dataset (🥉31 · ⭐ 4.6K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
cx-Oracle (🥉30 · ⭐ 860) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3
py2neo (🥉29 · ⭐ 1.2K · 📈) - Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2
HappyBase (🥉27 · ⭐ 600 · 💤) - A developer-friendly Python library to interact with Apache HBase. MIT
ODMantic (🥉22 · ⭐ 800) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC
aioprometheus (🥉19 · ⭐ 150) - A Prometheus Python client library for asyncio-based applications. MIT
psycopg3 (🥉17 · ⭐ 1.1K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
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GitHub (👨💻 39 · 🔀 110 · 📋 330 - 14% open · ⏱️ 13.06.2023):
git clone https://github.com/psycopg/psycopg
Show 16 hidden projects...
- psycopg2 (🥈39 · ⭐ 3K) - PostgreSQL database adapter for the Python..
❗️BSD-3-Clause-Attribution - pyodbc (🥈34 · ⭐ 2.7K) - Python ODBC bridge.
❗️MIT-0 - PyPika (🥉32 · ⭐ 2K · 💀) - PyPika is a python SQL query builder that exposes the full richness..
Apache-2 - google-cloud-bigtable (🥉31 · ⭐ 51) - Google Cloud Bigtable API client library.
Apache-2 - redis-py-cluster (🥉29 · ⭐ 1.1K · 💀) - Python cluster client for the official redis cluster...
MIT - gino (🥉28 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
BSD-3 - mongo-connector (🥉27 · ⭐ 1.9K · 💀) - MongoDB data stream pipeline tools by YouGov (adopted..
Apache-2 - cloudant (🥉27 · ⭐ 160 · 💀) - A Python library for Cloudant and CouchDB.
Apache-2 - pyhdb (🥉25 · ⭐ 300 · 💀) - SAP HANA Connector in pure Python.
Apache-2 - PyMODM (🥉23 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB.
Apache-2 - db.py (🥉21 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases.
BSD-2 - PugSQL (🥉20 · ⭐ 610 · 💀) - A HugSQL-inspired database library for Python.
Apache-2 - Queries (🥉19 · ⭐ 260 · 💀) - PostgreSQL database access simplified.
BSD-3 - gsheets-db-api (🥉19 · ⭐ 190 · 💀) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets.
MIT - SuperSQLite (🥉15 · ⭐ 710 · 💀) - A supercharged SQLite library for Python.
MIT - lazydata (🥉15 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects.
Apache-2
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Datasets (🥇43 · ⭐ 16K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
xmltodict (🥈34 · ⭐ 5.2K) - Python module that makes working with XML feel like you are working.. MIT
python-magic (🥈33 · ⭐ 2.3K) - A python wrapper for libmagic. MIT
csvkit (🥈32 · ⭐ 5.5K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
gdown (🥈32 · ⭐ 3.1K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
Intake (🥈32 · ⭐ 910) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
smart-open (🥈31 · ⭐ 2.9K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
snorkel (🥉30 · ⭐ 5.5K) - A system for quickly generating training data with weak supervision. Apache-2
img2dataset (🥉27 · ⭐ 2.3K) - Easily turn large sets of image urls to an image dataset. Can.. MIT
rows (🥉22 · ⭐ 850) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0
Upgini (🥉20 · ⭐ 220) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3
Squirrel (🥉15 · ⭐ 260) - A Python library that enables ML teams to share, load, and transform.. Apache-2
Show 14 hidden projects...
- SDV (🥈33 · ⭐ 1.5K) - Synthetic data generation for tabular data.
❗️SSPL-1.0 - xlrd (🥈32 · ⭐ 2.1K · 💀) - Please use openpyxl where you can...
BSD-3 - PDFMiner (🥉29 · ⭐ 5K · 💀) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
MIT - pandas-datareader (🥉29 · ⭐ 2.7K · 💀) - Extract data from a wide range of Internet sources..
BSD-3 - textract (🥉27 · ⭐ 3.5K · 💀) - extract text from any document. no muss. no fuss.
MIT - tabulator-py (🥉27 · ⭐ 230 · 💀) - Python library for reading and writing tabular data via streams.
MIT - Singer (🥉25 · ⭐ 1.1K · 💀) - Standard for moving data between databases, web APIs, files,..
❗️AGPL-3.0 - messytables (🥉25 · ⭐ 380 · 💀) - Tools for parsing messy tabular data. This is now superseded by..
MIT - pyexcel-xlsx (🥉24 · ⭐ 110 · 💀) - A wrapper library to read, manipulate and write data in xlsx..
BSD-3 - deepdish (🥉22 · ⭐ 260 · 💀) - Flexible HDF5 saving/loading and other data science tools from the..
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Apache-2
Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.
Airflow (🥇46 · ⭐ 31K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
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GitHub (👨💻 2.9K · 🔀 12K · 📥 490K · 📦 7.1K · 📋 7.6K - 11% open · ⏱️ 15.06.2023):
git clone https://github.com/apache/airflow -
PyPi (📥 8.1M / month · 📦 240 · ⏱️ 23.01.2019):
pip install apache-airflow -
Conda (📥 900K · ⏱️ 17.05.2023):
conda install -c conda-forge airflow -
Docker Hub (📥 120M · ⭐ 450 · ⏱️ 14.06.2023):
docker pull apache/airflow
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BSD-3
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Show 2 hidden projects...
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MIT
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GitHub (👨💻 1K · 🔀 85 · 📥 19K · 📋 99 - 44% open · ⏱️ 28.02.2023):
git clone https://github.com/pyston/pyston
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