This curated list contains 310 awesome open-source projects with a total of 1M stars grouped into 26 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!
Contents
- Data Serialization 16 projects
- Data Structures 15 projects
- Data Validation 14 projects
- Algorithms & Design Patterns 4 projects
- Date & Time Utilities 9 projects
- File & Path Utilities 10 projects
- Compatiblity 7 projects
- Cryptography 7 projects
- Infrastructure & DevOps 18 projects
- Process Utilities 4 projects
- Asynchronous Programming 7 projects
- Configuration 8 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 11 projects
- Web Development 1 projects
- Database Clients 64 projects
- Data Loading & Extraction 28 projects
- File Formats 3 projects
- Code Inspection 4 projects
- General Utilities 15 projects
- Python Implementations 6 projects
- Others 20 projects
Explanation
π₯ π₯ π₯ Combined project-quality scoreβοΈ Star count from GitHubπ£ New project (less than 6 months old)π€ Inactive project (6 months no activity)π Dead project (12 months no activity)π π Project is trending up or downβ Project was recently addedβοΈ Warning (e.g. missing/risky license)π¨βπ» Contributors count from GitHubπ Fork count from GitHubπ Issue count from GitHubβ±οΈ Last update timestamp on package managerπ₯ Download count from package managerπ¦ Number of dependent projects
Data Serialization
protobuf (π₯ 49 Β· β 53K) - Protocol Buffers - Googles data interchange format. BSD-3
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GitHub (
π¨βπ» 920 Β·π 14K Β·π₯ 33M Β·π¦ 200K Β·π 4.9K - 19% open Β·β±οΈ 16.02.2022):git clone https://github.com/protocolbuffers/protobuf
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PyPi (
π₯ 70M / month Β·π¦ 14K Β·β±οΈ 28.01.2022):pip install protobuf
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Conda (
π₯ 7.2M Β·β±οΈ 01.02.2022):conda install -c conda-forge protobuf
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npm (
π₯ 3.9M / month Β·π¦ 2.6K Β·β±οΈ 21.07.2020):npm install google-protobuf
flatbuffers (π₯ 40 Β· β 17K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
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GitHub (
π¨βπ» 540 Β·π 2.7K Β·π₯ 44K Β·π¦ 1.8K Β·π 1.9K - 7% open Β·β±οΈ 16.02.2022):git clone https://github.com/google/flatbuffers
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PyPi (
π₯ 5.3M / month Β·π¦ 190 Β·β±οΈ 10.05.2021):pip install flatbuffers
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Conda (
π₯ 310K Β·β±οΈ 11.05.2021):conda install -c conda-forge flatbuffers
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npm (
π₯ 240K / month Β·π¦ 220 Β·β±οΈ 27.09.2021):npm install flatbuffers
marshmallow (π₯ 38 Β· β 6K) - A lightweight library for converting complex objects to and from.. MIT
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GitHub (
π¨βπ» 200 Β·π 590 Β·π¦ 41K Β·π 1.1K - 11% open Β·β±οΈ 30.01.2022):git clone https://github.com/marshmallow-code/marshmallow
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PyPi (
π₯ 13M / month Β·π¦ 10K Β·β±οΈ 15.11.2021):pip install marshmallow
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Conda (
π₯ 940K Β·β±οΈ 15.11.2021):conda install -c conda-forge marshmallow
ultrajson (π₯ 35 Β· β 3.6K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
msgpack (π₯ 35 Β· β 1.6K Β· π ) - MessagePack serializer implementation for Python.. Apache-2
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GitHub (
π¨βπ» 70 Β·π 200 Β·π₯ 890 Β·π¦ 58K Β·π 240 - 2% open Β·β±οΈ 19.01.2022):git clone https://github.com/msgpack/msgpack-python
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PyPi (
π₯ 17M / month Β·π¦ 1.9K Β·β±οΈ 24.11.2021):pip install msgpack
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Conda (
π₯ 5.9M Β·β±οΈ 24.11.2021):conda install -c conda-forge msgpack-python
simplejson (π₯ 35 Β· β 1.5K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
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GitHub (
π¨βπ» 37 Β·π 310 Β·π₯ 5.5K Β·π¦ 77K Β·π 180 - 9% open Β·β±οΈ 16.11.2021):git clone https://github.com/simplejson/simplejson
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PyPi (
π₯ 14M / month Β·π¦ 21K Β·β±οΈ 16.11.2021):pip install simplejson
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Conda (
π₯ 1.5M Β·β±οΈ 17.11.2021):conda install -c conda-forge simplejson
jsonpickle (π₯ 33 Β· β 1K) - Python library for serializing any arbitrary object graph into JSON... BSD-3
orjson (π₯ 32 Β· β 2.9K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
cloudpickle (π₯ 32 Β· β 1.1K) - Extended pickling support for Python objects. BSD-3
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GitHub (
π¨βπ» 49 Β·π 120 Β·π₯ 19 Β·π¦ 48K Β·π 220 - 33% open Β·β±οΈ 16.02.2022):git clone https://github.com/cloudpipe/cloudpickle
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PyPi (
π₯ 19M / month Β·π¦ 2.5K Β·β±οΈ 10.09.2021):pip install cloudpickle
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Conda (
π₯ 6.5M Β·β±οΈ 10.09.2021):conda install -c conda-forge cloudpickle
python-rapidjson (π₯ 26 Β· β 440) - Python wrapper around rapidjson. MIT
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GitHub (
π¨βπ» 18 Β·π 36 Β·π¦ 2.1K Β·π 99 - 11% open Β·β±οΈ 22.01.2022):git clone https://github.com/python-rapidjson/python-rapidjson
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PyPi (
π₯ 610K / month Β·π¦ 230 Β·β±οΈ 16.10.2021):pip install python-rapidjson
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Conda (
π₯ 840K Β·β±οΈ 12.11.2021):conda install -c conda-forge python-rapidjson
pysimdjson (π₯ 25 Β· β 510) - Python bindings for the simdjson project. MIT
Show 1 hidden projects...
Data Structures
pyrsistent (π₯ 36 Β· β 1.7K) - Persistent/Immutable/Functional data structures for Python. MIT
python-sortedcontainers (π₯ 30 Β· β 2.4K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
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GitHub (
π¨βπ» 20 Β·π 160 Β·π 150 - 13% open Β·β±οΈ 13.10.2021):git clone https://github.com/grantjenks/python-sortedcontainers
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PyPi (
π₯ 13M / month Β·π¦ 2K Β·β±οΈ 16.05.2021):pip install sortedcontainers
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Conda (
π₯ 5.3M Β·β±οΈ 17.05.2021):conda install -c conda-forge sortedcontainers
ordered-set (π₯ 28 Β· β 140) - A mutable set that remembers the order of its entries. One of Pythons.. MIT
glom (π₯ 27 Β· β 1.5K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
sqlitedict (π₯ 26 Β· β 770) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
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GitHub (
π¨βπ» 33 Β·π 100 Β·π¦ 1.4K Β·π 84 - 28% open Β·β±οΈ 24.10.2021):git clone https://github.com/RaRe-Technologies/sqlitedict
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PyPi (
π₯ 130K / month Β·π¦ 180 Β·β±οΈ 04.09.2020):pip install sqlitedict
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Conda (
π₯ 22K Β·β±οΈ 30.09.2020):conda install -c conda-forge sqlitedict
python-box (π₯ 25 Β· β 1.9K) - Python dictionaries with advanced dot notation access. MIT
immutables (π₯ 25 Β· β 920) - A high-performance immutable mapping type for Python. Apache-2
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GitHub (
π¨βπ» 13 Β·π 41 Β·π¦ 3.5K Β·π 34 - 17% open Β·β±οΈ 07.08.2021):git clone https://github.com/MagicStack/immutables
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PyPi (
π₯ 1.3M / month Β·π¦ 90 Β·β±οΈ 07.08.2021):pip install immutables
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Conda (
π₯ 780K Β·β±οΈ 06.11.2021):conda install -c conda-forge immutables
python-benedict (π₯ 25 Β· β 340) - dict subclass with keylist/keypath support, normalized I/O.. MIT
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GitHub (
π¨βπ» 2 Β·π 23 Β·π¦ 650 Β·π 64 - 10% open Β·β±οΈ 14.02.2022):git clone https://github.com/fabiocaccamo/python-benedict
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PyPi (
π₯ 300K / month Β·π¦ 10 Β·β±οΈ 04.10.2021):pip install python-benedict
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Conda (
π₯ 32K Β·β±οΈ 05.10.2021):conda install -c conda-forge python-benedict
Show 4 hidden projects...
- addict (
π₯ 28 Β·β 2.2K Β·π ) - The Python Dict thats better than heroin.MIT
- munch (
π₯ 27 Β·β 560 Β·π ) - A Munch is a Python dictionary that provides attribute-style access (a..MIT
- anytree (
π₯ 26 Β·β 660 Β·π ) - Python tree data library.Apache-2
- cleverdict (
π₯ 16 Β·β 86 Β·π ) - A JSON-friendly data structure which allows both object attributes..MIT
Data Validation
pydantic (π₯ 41 Β· β 9.2K) - Data parsing and validation using Python type hints. MIT
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GitHub (
π¨βπ» 250 Β·π 830 Β·π¦ 51K Β·π 1.7K - 25% open Β·β±οΈ 17.01.2022):git clone https://github.com/samuelcolvin/pydantic
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PyPi (
π₯ 18M / month Β·π¦ 2.6K Β·β±οΈ 31.12.2021):pip install pydantic
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Conda (
π₯ 1.5M Β·β±οΈ 01.01.2022):conda install -c conda-forge pydantic
jsonschema (π₯ 40 Β· β 3.6K) - An implementation of the JSON Schema specification for Python. MIT
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GitHub (
π¨βπ» 98 Β·π 500 Β·π¦ 200K Β·π 640 - 9% open Β·β±οΈ 08.02.2022):git clone https://github.com/Julian/jsonschema
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PyPi (
π₯ 31M / month Β·π¦ 18K Β·β±οΈ 12.01.2022):pip install jsonschema
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Conda (
π₯ 9.6M Β·β±οΈ 12.01.2022):conda install -c conda-forge jsonschema
cerberus (π₯ 33 Β· β 2.7K Β· π€ ) - Lightweight, extensible data validation library for Python. ISC
voluptuous (π₯ 33 Β· β 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
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GitHub (
π¨βπ» 87 Β·π 200 Β·π¦ 4.4K Β·π 240 - 16% open Β·β±οΈ 20.09.2021):git clone https://github.com/alecthomas/voluptuous
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PyPi (
π₯ 1.2M / month Β·π¦ 1.3K Β·β±οΈ 23.09.2021):pip install voluptuous
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Conda (
π₯ 150K Β·β±οΈ 13.10.2021):conda install -c conda-forge voluptuous
schematics (π₯ 30 Β· β 2.5K) - Python Data Structures for Humans. BSD-3
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GitHub (
π¨βπ» 120 Β·π 300 Β·π¦ 1.1K Β·π 340 - 31% open Β·β±οΈ 17.08.2021):git clone https://github.com/schematics/schematics
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PyPi (
π₯ 180K / month Β·π¦ 380 Β·β±οΈ 17.08.2021):pip install schematics
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Conda (
π₯ 23K Β·β±οΈ 17.07.2019):conda install -c conda-forge schematics
validators (π₯ 29 Β· β 550) - Python Data Validation for Humans. MIT
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GitHub (
π¨βπ» 38 Β·π 100 Β·π¦ 32K Β·π 130 - 75% open Β·β±οΈ 11.11.2021):git clone https://github.com/kvesteri/validators
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PyPi (
π₯ 2.7M / month Β·π¦ 1.4K Β·β±οΈ 18.12.2020):pip install validators
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Conda (
π₯ 73K Β·β±οΈ 18.12.2020):conda install -c conda-forge validators
param (π₯ 28 Β· β 260) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
strictyaml (π₯ 27 Β· β 980) - Type-safe YAML parser and validator. MIT
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GitHub (
π¨βπ» 19 Β·π 40 Β·π¦ 520 Β·π 130 - 51% open Β·β±οΈ 05.12.2021):git clone https://github.com/crdoconnor/strictyaml
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PyPi (
π₯ 77K / month Β·π¦ 98 Β·β±οΈ 28.11.2021):pip install strictyaml
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Conda (
π₯ 120K Β·β±οΈ 28.11.2021):conda install -c conda-forge strictyaml
typical (π₯ 19 Β· β 140) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
validr (π₯ 17 Β· β 210 Β· π€ ) - A simple, fast, extensible python library for data validation. MIT
Show 3 hidden projects...
- python-email-validator (
π₯ 25 Β·β 520) - A robust email syntax and deliverability validation..βοΈCC0-1.0
- valideer (
π₯ 21 Β·β 250 Β·π ) - Lightweight data validation and adaptation Python library.MIT
- dataklasses (
π₯ 7 Β·β 650 Β·π£ ) - A different spin on dataclasses.βUnlicensed
Algorithms & Design Patterns
transitions (π₯ 31 Β· β 4.2K) - A lightweight, object-oriented finite state machine implementation.. MIT
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GitHub (
π¨βπ» 70 Β·π 460 Β·π¦ 2.2K Β·π 400 - 3% open Β·β±οΈ 13.12.2021):git clone https://github.com/pytransitions/transitions
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PyPi (
π₯ 250K / month Β·π¦ 250 Β·β±οΈ 04.10.2021):pip install transitions
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Conda (
π₯ 120K Β·β±οΈ 04.10.2021):conda install -c conda-forge transitions
algorithms (π₯ 29 Β· β 20K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
Date & Time Utilities
python-dateutil (π₯ 38 Β· β 1.8K) - Useful extensions to the standard Python datetime features. Apache-2
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GitHub (
π¨βπ» 130 Β·π 390 Β·π₯ 35K Β·π¦ 650K Β·π 640 - 42% open Β·β±οΈ 12.02.2022):git clone https://github.com/dateutil/dateutil
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PyPi (
π₯ 150M / month Β·π¦ 65K Β·β±οΈ 15.12.2021):pip install python-dateutil
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Conda (
π₯ 22M Β·β±οΈ 14.07.2021):conda install -c conda-forge python-dateutil
dateparser (π₯ 34 Β· β 2K) - python parser for human readable dates. BSD-3
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GitHub (
π¨βπ» 110 Β·π 380 Β·π¦ 10K Β·π 600 - 44% open Β·β±οΈ 15.12.2021):git clone https://github.com/scrapinghub/dateparser
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PyPi (
π₯ 4.7M / month Β·π¦ 1.1K Β·β±οΈ 04.10.2021):pip install dateparser
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Conda (
π₯ 61K Β·β±οΈ 05.10.2021):conda install -c conda-forge dateparser
holidays (π₯ 33 Β· β 710 Β· π ) - Generate and work with holidays in Python. MIT
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GitHub (
π¨βπ» 180 Β·π 300 Β·π₯ 160 Β·π 260 - 6% open Β·β±οΈ 15.02.2022):git clone https://github.com/dr-prodigy/python-holidays
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PyPi (
π₯ 3.4M / month Β·π¦ 360 Β·β±οΈ 15.02.2022):pip install holidays
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Conda (
π₯ 1.1M Β·β±οΈ 15.02.2022):conda install -c conda-forge holidays
tzlocal (π₯ 28 Β· β 150) - A Python module that tries to figure out what your local timezone is. MIT
parsedatetime (π₯ 26 Β· β 630) - Parse human-readable date/time strings. Apache-2
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GitHub (
π¨βπ» 55 Β·π 100 Β·π¦ 4K Β·π 160 - 39% open Β·β±οΈ 20.11.2021):git clone https://github.com/bear/parsedatetime
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PyPi (
π₯ 2.9M / month Β·π¦ 1.2K Β·β±οΈ 31.05.2020):pip install parsedatetime
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Conda (
π₯ 100K Β·β±οΈ 10.06.2020):conda install -c conda-forge parsedatetime
File & Path Utilities
filesystem_spec (π₯ 37 Β· β 370) - A specification that python filesystems should adhere to. BSD-3
watchdog (π₯ 36 Β· β 5.1K) - Python library and shell utilities to monitor filesystem events. Apache-2
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GitHub (
π¨βπ» 130 Β·π 610 Β·π¦ 48K Β·π 560 - 28% open Β·β±οΈ 29.12.2021):git clone https://github.com/gorakhargosh/watchdog
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PyPi (
π₯ 5.9M / month Β·π¦ 7.7K Β·β±οΈ 01.10.2021):pip install watchdog
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Conda (
π₯ 940K Β·β±οΈ 07.11.2021):conda install -c conda-forge watchdog
pyfilesystem2 (π₯ 32 Β· β 1.6K) - Pythons Filesystem abstraction layer. MIT
scandir (π₯ 30 Β· β 500) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
Show 3 hidden projects...
- appdirs (
π₯ 32 Β·β 850 Β·π ) - A small Python module for determining appropriate platform-specific..MIT
- zipp (
π₯ 28 Β·β 24) - Backport of pathlib-compatible object wrapper for zip files.MIT
- Unipath (
π₯ 24 Β·β 500 Β·π ) - An object-oriented approach to Python file/directory operations.MIT
Compatiblity
future (π₯ 36 Β· β 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
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GitHub (
π¨βπ» 110 Β·π 250 Β·π¦ 190K Β·π 380 - 48% open Β·β±οΈ 30.11.2021):git clone https://github.com/PythonCharmers/python-future
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PyPi (
π₯ 30M / month Β·π¦ 17K Β·β±οΈ 31.10.2019):pip install future
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Conda (
π₯ 5.6M Β·β±οΈ 02.11.2021):conda install -c conda-forge future
typing (π₯ 34 Β· β 1.2K) - Python static typing home. Contains the source for.. Python-2.0
futures (π₯ 28 Β· β 220) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
dataclasses (π₯ 27 Β· β 520) - A backport of the dataclasses module for Python 3.6. Apache-2
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GitHub (
π¨βπ» 12 Β·π 43 Β·π¦ 29K Β·π 120 - 8% open Β·β±οΈ 21.10.2021):git clone https://github.com/ericvsmith/dataclasses
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PyPi (
π₯ 10M / month Β·π¦ 1.6K Β·β±οΈ 13.11.2020):pip install dataclasses
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Conda (
π₯ 4.2M Β·β±οΈ 14.08.2021):conda install -c conda-forge dataclasses
Show 2 hidden projects...
- pathlib2 (
π₯ 29 Β·β 69) - Backport of pathlib aiming to support the full stdlib Python API.MIT
- contextlib2 (
π₯ 25 Β·β 33) - contextlib2 is a backport of the standard librarys contextlib..βοΈpsfrag
Cryptography
cryptography (π₯ 43 Β· β 4.6K) - cryptography is a package designed to expose cryptographic.. BSD-3
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GitHub (
π¨βπ» 250 Β·π 960 Β·π¦ 240K Β·π 1.9K - 2% open Β·β±οΈ 17.02.2022):git clone https://github.com/pyca/cryptography
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PyPi (
π₯ 83M / month Β·π¦ 20K Β·β±οΈ 14.12.2021):pip install cryptography
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Conda (
π₯ 19M Β·β±οΈ 17.12.2021):conda install -c conda-forge cryptography
pycryptodomex (π₯ 37 Β· β 1.9K) - A self-contained cryptographic library for Python. BSD-3
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GitHub (
π¨βπ» 110 Β·π 340 Β·π¦ 38K Β·π 460 - 14% open Β·β±οΈ 05.02.2022):git clone https://github.com/Legrandin/pycryptodome
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PyPi (
π₯ 21M / month Β·π¦ 1.1K Β·β±οΈ 04.02.2022):pip install pycryptodomex
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Conda (
π₯ 530K Β·β±οΈ 05.02.2022):conda install -c conda-forge pycryptodomex
tink (π₯ 33 Β· β 12K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
asn1crypto (π₯ 33 Β· β 250) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
bcrypt (π₯ 31 Β· β 830) - Modern(-ish) password hashing for your software and your servers. Apache-2
Infrastructure & DevOps
ansible (π₯ 48 Β· β 52K) - Ansible is a radically simple IT automation platform that makes your.. βοΈGPL-3.0
docker-compose (π₯ 42 Β· β 25K) - Define and run multi-container applications with Docker. Apache-2
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GitHub (
π¨βπ» 430 Β·π 4.1K Β·π₯ 160M Β·π¦ 8.4K Β·π 6.1K - 11% open Β·β±οΈ 17.02.2022):git clone https://github.com/docker/compose
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PyPi (
π₯ 1.9M / month Β·π¦ 1.2K Β·β±οΈ 10.05.2021):pip install docker-compose
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Conda (
π₯ 190K Β·β±οΈ 03.02.2022):conda install -c conda-forge docker-compose
pulumi (π₯ 40 Β· β 11K) - Pulumi - Developer-First Infrastructure as Code. Your Cloud, Your.. Apache-2
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GitHub (
π¨βπ» 150 Β·π 620 Β·π₯ 11K Β·π¦ 1.2K Β·π 4.6K - 29% open Β·β±οΈ 16.02.2022):git clone https://github.com/pulumi/pulumi
-
PyPi (
π₯ 130K / month Β·π¦ 110 Β·β±οΈ 16.02.2022):pip install pulumi
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npm (
π₯ 580K / month Β·π¦ 370 Β·β±οΈ 16.02.2022):npm install @pulumi/pulumi
paramiko (π₯ 40 Β· β 7.5K Β· π ) - The leading native Python SSHv2 protocol library. βοΈLGPL-2.1
kubernetes (π₯ 37 Β· β 4.5K) - Official Python client library for kubernetes. Apache-2
netmiko (π₯ 34 Β· β 2.6K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
pyinfra (π₯ 30 Β· β 1.4K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
Show 5 hidden projects...
- sshtunnel (
π₯ 29 Β·β 930 Β·π ) - SSH tunnels to remote server.MIT
- storm (
π₯ 25 Β·β 3.9K Β·π ) - Manage your SSH like a boss.MIT
- fabtools (
π₯ 25 Β·β 1.2K Β·π ) - Tools for writing awesome Fabric files.BSD-2
- parallel-ssh (
π₯ 24 Β·β 980) - Asynchronous parallel SSH client library.βοΈLGPL-2.1
- wssh (
π₯ 17 Β·β 1.3K Β·π ) - SSH to WebSockets Bridge.MIT
Process Utilities
supervisor (π₯ 37 Β· β 7.2K) - Supervisor process control system for UNIX. βοΈRepoze Public License
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GitHub (
π¨βπ» 160 Β·π 1.2K Β·π¦ 6.8K Β·π 1.1K - 12% open Β·β±οΈ 20.01.2022):git clone https://github.com/Supervisor/supervisor
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PyPi (
π₯ 1.2M / month Β·π¦ 1.9K Β·β±οΈ 30.12.2021):pip install supervisor
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Conda (
π₯ 180K Β·β±οΈ 08.01.2022):conda install -c conda-forge supervisor
pexpect (π₯ 36 Β· β 2.2K Β· π ) - A Python module for controlling interactive programs in a pseudo-.. ISC
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GitHub (
π¨βπ» 94 Β·π 440 Β·π₯ 4.1K Β·π¦ 170K Β·π 440 - 39% open Β·β±οΈ 06.02.2022):git clone https://github.com/pexpect/pexpect
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PyPi (
π₯ 21M / month Β·π¦ 16K Β·β±οΈ 15.12.2021):pip install pexpect
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Conda (
π₯ 6.7M Β·β±οΈ 12.10.2020):conda install -c conda-forge pexpect
ptyprocess (π₯ 25 Β· β 160) - Run a subprocess in a pseudo terminal. ISC
Asynchronous Programming
greenlet (π₯ 38 Β· β 1.3K) - Lightweight in-process concurrent programming. MIT
-
GitHub (
π¨βπ» 60 Β·π 210 Β·π¦ 110K Β·π 170 - 10% open Β·β±οΈ 24.01.2022):git clone https://github.com/python-greenlet/greenlet
-
PyPi (
π₯ 34M / month Β·π¦ 10K Β·β±οΈ 20.01.2022):pip install greenlet
-
Conda (
π₯ 2.3M Β·β±οΈ 02.11.2021):conda install -c conda-forge greenlet
uvloop (π₯ 36 Β· β 8.4K) - Ultra fast asyncio event loop. MIT
-
GitHub (
π¨βπ» 42 Β·π 460 Β·π₯ 350 Β·π¦ 35K Β·π 270 - 18% open Β·β±οΈ 10.08.2021):git clone https://github.com/MagicStack/uvloop
-
PyPi (
π₯ 4.1M / month Β·π¦ 1.6K Β·β±οΈ 10.08.2021):pip install uvloop
-
Conda (
π₯ 410K Β·β±οΈ 02.11.2021):conda install -c conda-forge uvloop
anyio (π₯ 30 Β· β 810) - High level asynchronous concurrency and networking framework that works on.. MIT
asyncer (π₯ 14 Β· β 560 Β· π£ ) - Asyncer, async and await, focused on developer experience. MIT
Show 1 hidden projects...
Configuration
traitlets (π₯ 36 Β· β 480) - A lightweight Traits like module. BSD-3
-
GitHub (
π¨βπ» 100 Β·π 170 Β·π¦ 200K Β·π 240 - 35% open Β·β±οΈ 25.10.2021):git clone https://github.com/ipython/traitlets
-
PyPi (
π₯ 15M / month Β·π¦ 14K Β·β±οΈ 15.12.2021):pip install traitlets
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Conda (
π₯ 9.9M Β·β±οΈ 26.10.2021):conda install -c conda-forge traitlets
python-dotenv (π₯ 35 Β· β 4.7K) - Get and set values in your .env file in local and production.. BSD-3
-
GitHub (
π¨βπ» 72 Β·π 290 Β·π¦ 200K Β·π 200 - 11% open Β·β±οΈ 14.01.2022):git clone https://github.com/theskumar/python-dotenv
-
PyPi (
π₯ 12M / month Β·π¦ 6.1K Β·β±οΈ 11.11.2021):pip install python-dotenv
-
Conda (
π₯ 1.4M Β·β±οΈ 11.11.2021):conda install -c conda-forge python-dotenv
Dynaconf (π₯ 32 Β· β 2.2K) - Configuration Management for Python. MIT
-
GitHub (
π¨βπ» 81 Β·π 200 Β·π¦ 2.3K Β·π 330 - 28% open Β·β±οΈ 16.02.2022):git clone https://github.com/rochacbruno/dynaconf
-
PyPi (
π₯ 850K / month Β·π¦ 150 Β·β±οΈ 09.09.2021):pip install dynaconf
-
Conda (
π₯ 6.5K Β·β±οΈ 04.01.2022):conda install -c conda-forge dynaconf
python-decouple (π₯ 32 Β· β 2K) - Strict separation of config from code. MIT
-
GitHub (
π¨βπ» 30 Β·π 150 Β·π₯ 7 Β·π¦ 58K Β·π 75 - 8% open Β·β±οΈ 02.02.2022):git clone https://github.com/henriquebastos/python-decouple
-
PyPi (
π₯ 920K / month Β·π¦ 3.2K Β·β±οΈ 02.02.2022):pip install python-decouple
-
Conda (
π₯ 36K Β·β±οΈ 02.02.2022):conda install -c conda-forge python-decouple
hydra (π₯ 29 Β· β 5.5K) - Hydra is a framework for elegantly configuring complex applications. MIT
omegaconf (π₯ 29 Β· β 1K) - Flexible Python configuration system. The last one you will ever need. BSD-3
gin-config (π₯ 27 Β· β 1.4K) - Gin provides a lightweight configuration framework for Python. Apache-2
Show 1 hidden projects...
CLI Development
rich (π₯ 42 Β· β 35K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
python-prompt-toolkit (π₯ 36 Β· β 7.6K) - Library for building powerful interactive command.. BSD-3
-
GitHub (
π¨βπ» 200 Β·π 600 Β·π 990 - 48% open Β·β±οΈ 11.02.2022):git clone https://github.com/prompt-toolkit/python-prompt-toolkit
-
PyPi (
π₯ 19M / month Β·π¦ 3.3K Β·β±οΈ 03.10.2019):pip install prompt_toolkit
-
Conda (
π₯ 5.5M Β·β±οΈ 10.02.2022):conda install -c conda-forge prompt-toolkit
python-fire (π₯ 34 Β· β 22K Β· π€ ) - Python Fire is a library for automatically generating.. Apache-2
argcomplete (π₯ 32 Β· β 1K) - Python and tab completion, better together. Apache-2
-
GitHub (
π¨βπ» 56 Β·π 100 Β·π₯ 160 Β·π¦ 15K Β·π 200 - 21% open Β·β±οΈ 03.01.2022):git clone https://github.com/kislyuk/argcomplete
-
PyPi (
π₯ 13M / month Β·π¦ 1.8K Β·β±οΈ 03.01.2022):pip install argcomplete
-
Conda (
π₯ 470K Β·β±οΈ 04.01.2022):conda install -c conda-forge argcomplete
asciimatics (π₯ 29 Β· β 2.9K) - A cross platform package to do curses-like operations, plus.. Apache-2
-
GitHub (
π¨βπ» 38 Β·π 220 Β·π¦ 600 Β·π 270 - 7% open Β·β±οΈ 16.02.2022):git clone https://github.com/peterbrittain/asciimatics
-
PyPi (
π₯ 9.4K / month Β·π¦ 110 Β·β±οΈ 05.04.2021):pip install asciimatics
-
Conda (
π₯ 86K Β·β±οΈ 15.11.2021):conda install -c conda-forge asciimatics
ConfigArgParse (π₯ 29 Β· β 580) - A drop-in replacement for argparse that allows options to also be.. MIT
-
GitHub (
π¨βπ» 48 Β·π 98 Β·π¦ 6.8K Β·π 180 - 34% open Β·β±οΈ 06.10.2021):git clone https://github.com/bw2/ConfigArgParse
-
PyPi (
π₯ 1.6M / month Β·π¦ 1.4K Β·β±οΈ 03.10.2021):pip install configargparse
-
Conda (
π₯ 250K Β·β±οΈ 04.10.2021):conda install -c conda-forge configargparse
wcwidth (π₯ 28 Β· β 270) - Python library that measures the width of unicode strings rendered to a.. MIT
questionary (π₯ 27 Β· β 820) - Python library to build pretty command line user prompts Easy to use.. MIT
cleo (π₯ 25 Β· β 810 Β· π€ ) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
bashplotlib (π₯ 21 Β· β 1.6K Β· π€ ) - plotting in the terminal. MIT
Show 5 hidden projects...
- docopt (
π₯ 35 Β·β 7.6K Β·π ) - Pythonic command line arguments parser, that will make you smile.MIT
- blessings (
π₯ 28 Β·β 1.3K Β·π ) - A thin, practical wrapper around terminal capabilities in Python.MIT
- clint (
π₯ 24 Β·β 67 Β·π ) - Python Command-line Application Tools.ISC
- docopt-ng (
π₯ 19 Β·β 70) - Humane command line arguments parser. Now with maintenance, typehints,..MIT
- colout (
π₯ 18 Β·β 1.1K Β·π ) - Color text streams with a polished command line interface.βοΈGPL-3.0
Development Tools
Data Caching
cachetools (π₯ 33 Β· β 1.2K) - Extensible memoizing collections and decorators. MIT
pylibmc (π₯ 28 Β· β 450) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
cachier (π₯ 24 Β· β 400) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
Show 2 hidden projects...
- cached-property (
π₯ 30 Β·β 640 Β·π ) - A decorator for caching properties in classes.BSD-3
- aiocache (
π₯ 26 Β·β 630 Β·π ) - Asyncio cache manager for redis, memcached and memory.BSD-3
GUI Development
kivy (π₯ 40 Β· β 14K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
PySimpleGUI (π₯ 37 Β· β 9.5K) - PySimpleGUI is a Python package that enables Python.. βοΈLGPL-3.0
-
GitHub (
π¨βπ» 18 Β·π 1.4K Β·π¦ 4.4K Β·π 2.6K - 24% open Β·β±οΈ 17.02.2022):git clone https://github.com/PySimpleGUI/PySimpleGUI
-
PyPi (
π₯ 92K / month Β·π¦ 210 Β·β±οΈ 13.02.2022):pip install pysimplegui
-
Conda (
π₯ 46K Β·β±οΈ 06.01.2022):conda install -c conda-forge pysimplegui
DearPyGui (π₯ 31 Β· β 7.2K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
Eel (π₯ 29 Β· β 4.8K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
Gooey (π₯ 28 Β· β 15K) - Turn (almost) any Python command line program into a full GUI application.. MIT
-
GitHub (
π¨βπ» 100 Β·π 820 Β·π₯ 180 Β·π¦ 500 Β·π 550 - 20% open Β·β±οΈ 04.02.2022):git clone https://github.com/chriskiehl/Gooey
-
PyPi (
π₯ 4.4K / month Β·π¦ 66 Β·β±οΈ 29.01.2022):pip install gooey
-
Conda (
π₯ 43K Β·β±οΈ 29.12.2021):conda install -c conda-forge gooey
Show 1 hidden projects...
- Phoenix (
π₯ 27 Β·β 1.7K) - wxPythons Project Phoenix. A new implementation of wxPython,..βοΈwxWindows
Computer & Machine Vision
Machine Learning & Data Engineering
Text Data
phonenumbers (π₯ 33 Β· β 2.9K) - Python port of Googles libphonenumber. Apache-2
-
GitHub (
π¨βπ» 25 Β·π 380 Β·π 140 - 3% open Β·β±οΈ 09.02.2022):git clone https://github.com/daviddrysdale/python-phonenumbers
-
PyPi (
π₯ 3.2M / month Β·π¦ 1.3K Β·β±οΈ 10.02.2022):pip install phonenumbers
-
Conda (
π₯ 520K Β·β±οΈ 10.02.2022):conda install -c conda-forge phonenumbers
chardet (π₯ 33 Β· β 1.7K) - Python character encoding detector. βοΈLGPL-2.1
-
GitHub (
π¨βπ» 44 Β·π 220 Β·π 120 - 50% open Β·β±οΈ 22.10.2021):git clone https://github.com/chardet/chardet
-
PyPi (
π₯ 50M / month Β·π¦ 39K Β·β±οΈ 10.12.2020):pip install chardet
-
Conda (
π₯ 15M Β·β±οΈ 02.11.2021):conda install -c conda-forge chardet
-
npm (
π₯ 12 / month Β·π¦ 1 Β·β±οΈ 20.08.2017):npm install @pypi/chardet
python-slugify (π₯ 30 Β· β 1.2K) - Returns unicode slugs. MIT
inflect (π₯ 29 Β· β 620) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
pyahocorasick (π₯ 25 Β· β 680) - Python module (C extension and plain python) implementing Aho-.. BSD-3
-
GitHub (
π¨βπ» 23 Β·π 98 Β·π¦ 900 Β·π 110 - 35% open Β·β±οΈ 22.11.2021):git clone https://github.com/WojciechMula/pyahocorasick
-
PyPi (
π₯ 320K / month Β·π¦ 91 Β·β±οΈ 27.03.2021):pip install pyahocorasick
-
Conda (
π₯ 140K Β·β±οΈ 06.02.2022):conda install -c conda-forge pyahocorasick
Show 4 hidden projects...
- awesome-slugify (
π₯ 22 Β·β 460 Β·π ) - Python flexible slugify function.βοΈGPL-3.0
- price-parser (
π₯ 20 Β·β 220 Β·π ) - Extract price amount and currency symbol from a raw text..BSD-3
- coolname (
π₯ 19 Β·β 87 Β·π€ ) - Random Name and Slug Generator.BSD-2
- millify (
π₯ 14 Β·β 54 Β·π ) - Convert long numbers into a human-readable format in Python.MIT
Web Development
Database Clients
Libraries for connecting to, operating, and querying databases.
SQLAlchemy (π₯ 44 Β· β 4.9K) - The Database Toolkit for Python. MIT
-
GitHub (
π¨βπ» 520 Β·π 790 Β·π₯ 36K Β·π¦ 350K Β·π 6.5K - 3% open Β·β±οΈ 16.02.2022):git clone https://github.com/sqlalchemy/sqlalchemy
-
PyPi (
π₯ 44M / month Β·π¦ 45K Β·β±οΈ 21.01.2022):pip install SQLAlchemy
-
Conda (
π₯ 6.3M Β·β±οΈ 21.01.2022):conda install -c conda-forge sqlalchemy
azure-storage-blob (π₯ 42 Β· β 2.4K) - This repository is for active development of the Azure SDK.. MIT
-
GitHub (
π¨βπ» 390 Β·π 1.7K Β·π¦ 1.9K Β·π 6.4K - 13% open Β·β±οΈ 17.02.2022):git clone https://github.com/Azure/azure-sdk-for-python
-
PyPi (
π₯ 34M / month Β·π¦ 490 Β·β±οΈ 07.02.2022):pip install azure-storage-blob
-
Conda (
π₯ 350K Β·β±οΈ 20.09.2021):conda install -c conda-forge azure-storage-blob
google-cloud-storage (π₯ 41 Β· β 3.8K) - Google Cloud Client Library for Python. Apache-2
-
GitHub (
π¨βπ» 320 Β·π 1.4K Β·π 3.4K - 0% open Β·β±οΈ 15.02.2022):git clone https://github.com/googleapis/google-cloud-python
-
PyPi (
π₯ 35M / month Β·π¦ 1.6K Β·β±οΈ 19.01.2022):pip install google-cloud-storage
-
Conda (
π₯ 1.2M Β·β±οΈ 14.02.2022):conda install -c conda-forge google-cloud-storage
elasticsearch (π₯ 40 Β· β 3.5K) - Official Elasticsearch client library for Python. Apache-2
-
GitHub (
π¨βπ» 180 Β·π 1.1K Β·π₯ 1.1K Β·π¦ 26K Β·π 940 - 3% open Β·β±οΈ 16.02.2022):git clone https://github.com/elastic/elasticsearch-py
-
PyPi (
π₯ 12M / month Β·π¦ 5.9K Β·β±οΈ 10.02.2022):pip install elasticsearch
-
Conda (
π₯ 500K Β·β±οΈ 11.02.2022):conda install -c conda-forge elasticsearch
kafka-python (π₯ 38 Β· β 4.7K) - Python client for Apache Kafka. Apache-2
-
GitHub (
π¨βπ» 210 Β·π 1.2K Β·π₯ 1.7K Β·π¦ 9.2K Β·π 1.4K - 15% open Β·β±οΈ 03.08.2021):git clone https://github.com/dpkp/kafka-python
-
PyPi (
π₯ 6.5M / month Β·π¦ 1.3K Β·β±οΈ 30.09.2020):pip install kafka-python
-
Conda (
π₯ 260K Β·β±οΈ 30.09.2020):conda install -c conda-forge kafka-python
MongoEngine (π₯ 38 Β· β 3.7K) - A Python Object-Document-Mapper for working with MongoDB. MIT
-
GitHub (
π¨βπ» 370 Β·π 1.2K Β·π¦ 16K Β·π 1.6K - 22% open Β·β±οΈ 24.01.2022):git clone https://github.com/MongoEngine/mongoengine
-
PyPi (
π₯ 780K / month Β·π¦ 3.5K Β·β±οΈ 04.05.2021):pip install mongoengine
-
Conda (
π₯ 150K Β·β±οΈ 29.01.2022):conda install -c conda-forge mongoengine
python-bigquery (π₯ 36 Β· β 370) - Google BigQuery API client library. Apache-2
-
GitHub (
π¨βπ» 110 Β·π 150 Β·π¦ 11K Β·π 420 - 14% open Β·β±οΈ 16.02.2022):git clone https://github.com/googleapis/python-bigquery
-
PyPi (
π₯ 46M / month Β·π¦ 930 Β·β±οΈ 13.01.2022):pip install google-cloud-bigquery
-
Conda (
π₯ 1.6M Β·β±οΈ 13.01.2022):conda install -c conda-forge google-cloud-bigquery
confluent-kafka-python (π₯ 35 Β· β 2.6K) - Confluents Kafka Python Client. Apache-2
-
GitHub (
π¨βπ» 87 Β·π 700 Β·π¦ 3.2K Β·π 930 - 25% open Β·β±οΈ 17.02.2022):git clone https://github.com/confluentinc/confluent-kafka-python
-
PyPi (
π₯ 5.3M / month Β·π¦ 340 Β·β±οΈ 07.01.2022):pip install confluent-kafka
-
Conda (
π₯ 330K Β·β±οΈ 05.11.2021):conda install -c conda-forge python-confluent-kafka
libcloud (π₯ 35 Β· β 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
Elasticsearch DSL (π₯ 34 Β· β 3.4K) - High level Python client for Elasticsearch. Apache-2
-
GitHub (
π¨βπ» 130 Β·π 710 Β·π₯ 120 Β·π¦ 5.6K Β·π 1.2K - 7% open Β·β±οΈ 19.01.2022):git clone https://github.com/elastic/elasticsearch-dsl-py
-
PyPi (
π₯ 1.9M / month Β·π¦ 930 Β·β±οΈ 15.07.2021):pip install elasticsearch-dsl
-
Conda (
π₯ 4.2K Β·β±οΈ 20.01.2022):conda install -c anaconda elasticsearch-dsl
Prometheus Client (π₯ 34 Β· β 2.6K) - Prometheus instrumentation library for Python.. Apache-2
-
GitHub (
π¨βπ» 120 Β·π 620 Β·π 400 - 11% open Β·β±οΈ 16.02.2022):git clone https://github.com/prometheus/client_python
-
PyPi (
π₯ 20M / month Β·π¦ 2K Β·β±οΈ 20.06.2019):pip install prometheus_client
-
Conda (
π₯ 4.9M Β·β±οΈ 28.01.2022):conda install -c conda-forge prometheus_client
AWS Data Wrangler (π₯ 33 Β· β 2.5K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
pandas
-
GitHub (
π¨βπ» 93 Β·π 420 Β·π₯ 120K Β·π 600 - 6% open Β·β±οΈ 14.02.2022):git clone https://github.com/awslabs/aws-data-wrangler
-
PyPi (
π₯ 7.4M / month Β·π¦ 24 Β·β±οΈ 28.01.2022):pip install awswrangler
-
Conda (
π₯ 130K Β·β±οΈ 02.02.2022):conda install -c conda-forge awswrangler
Ibis (π₯ 33 Β· β 1.7K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
-
GitHub (
π¨βπ» 95 Β·π 300 Β·π₯ 6 Β·π 1.7K - 8% open Β·β±οΈ 17.02.2022):git clone https://github.com/ibis-project/ibis
-
PyPi (
π₯ 180K / month Β·π¦ 36 Β·β±οΈ 12.01.2022):pip install ibis-framework
-
Conda (
π₯ 220K Β·β±οΈ 14.01.2022):conda install -c conda-forge ibis-framework
SQLAlchemy-Utils (π₯ 33 Β· β 890) - Various utility functions and datatypes for SQLAlchemy. BSD-3
-
GitHub (
π¨βπ» 100 Β·π 260 Β·π¦ 13K Β·π 360 - 54% open Β·β±οΈ 29.12.2021):git clone https://github.com/kvesteri/sqlalchemy-utils
-
PyPi (
π₯ 3.1M / month Β·π¦ 2K Β·β±οΈ 29.12.2021):pip install sqlalchemy-utils
-
Conda (
π₯ 350K Β·β±οΈ 06.02.2022):conda install -c conda-forge sqlalchemy-utils
mysqlclient (π₯ 32 Β· β 2K) - MySQL database connector for Python (with Python 3 support). βοΈGPL-2.0
-
GitHub (
π¨βπ» 69 Β·π 350 Β·π₯ 5.2K Β·π 280 - 5% open Β·β±οΈ 10.01.2022):git clone https://github.com/PyMySQL/mysqlclient
-
PyPi (
π₯ 3.7M / month Β·π¦ 7.1K Β·β±οΈ 18.11.2021):pip install mysqlclient
-
Conda (
π₯ 130K Β·β±οΈ 09.12.2021):conda install -c conda-forge mysqlclient
Motor (π₯ 32 Β· β 1.9K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
Cassandra Driver (π₯ 32 Β· β 1.3K) - DataStax Python Driver for Apache Cassandra. Apache-2
cx-Oracle (π₯ 32 Β· β 800) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
-
GitHub (
π¨βπ» 17 Β·π 320 Β·π¦ 5.7K Β·π 580 - 7% open Β·β±οΈ 04.11.2021):git clone https://github.com/oracle/python-cx_Oracle
-
PyPi (
π₯ 2.7M / month Β·π¦ 250 Β·β±οΈ 04.11.2021):pip install cx-Oracle
-
Conda (
π₯ 220K Β·β±οΈ 06.11.2021):conda install -c conda-forge cx_oracle
pandas-gbq (π₯ 32 Β· β 290) - Google BigQuery connector for pandas. BSD-3
-
GitHub (
π¨βπ» 35 Β·π 97 Β·π₯ 260 Β·π¦ 3.4K Β·π 250 - 17% open Β·β±οΈ 26.01.2022):git clone https://github.com/googleapis/python-bigquery-pandas
-
PyPi (
π₯ 4.2M / month Β·π¦ 280 Β·β±οΈ 19.01.2022):pip install pandas-gbq
-
Conda (
π₯ 1.2M Β·β±οΈ 19.01.2022):conda install -c conda-forge pandas-gbq
s3transfer (π₯ 32 Β· β 140) - Amazon S3 Transfer Manager for Python. Apache-2
dataset (π₯ 31 Β· β 4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
influxdb (π₯ 31 Β· β 1.6K) - Python client for InfluxDB. MIT
-
GitHub (
π¨βπ» 140 Β·π 490 Β·π¦ 5.2K Β·π 510 - 26% open Β·β±οΈ 09.09.2021):git clone https://github.com/influxdata/influxdb-python
-
PyPi (
π₯ 1.6M / month Β·π¦ 1.2K Β·β±οΈ 11.11.2020):pip install influxdb
-
Conda (
π₯ 29K Β·β±οΈ 12.11.2020):conda install -c conda-forge influxdb
PyPika (π₯ 31 Β· β 1.6K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
tortoise-orm (π₯ 30 Β· β 2.7K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
-
GitHub (
π¨βπ» 93 Β·π 240 Β·π₯ 9 Β·π 700 - 42% open Β·β±οΈ 12.01.2022):git clone https://github.com/tortoise/tortoise-orm
-
PyPi (
π₯ 60K / month Β·π¦ 47 Β·β±οΈ 10.01.2022):pip install tortoise-orm
-
Conda (
π₯ 1.8K Β·β±οΈ 10.01.2022):conda install -c conda-forge tortoise-orm
neo4j-driver (π₯ 30 Β· β 690) - Neo4j Bolt driver for Python. Apache-2
-
GitHub (
π¨βπ» 36 Β·π 140 Β·π 190 - 1% open Β·β±οΈ 11.02.2022):git clone https://github.com/neo4j/neo4j-python-driver
-
PyPi (
π₯ 150K / month Β·π¦ 220 Β·β±οΈ 03.01.2022):pip install neo4j-driver
-
Conda (
π₯ 130K Β·β±οΈ 18.12.2021):conda install -c conda-forge neo4j-python-driver
py2neo (π₯ 29 Β· β 1.1K) - Py2neo is a comprehensive Neo4j driver library and toolkit for Python. Apache-2
redis-py-cluster (π₯ 29 Β· β 1K Β· π€ ) - Python cluster client for the official redis cluster. Redis.. MIT
cloudant (π₯ 28 Β· β 170) - A Python library for Cloudant and CouchDB. Apache-2
-
GitHub (
π¨βπ» 31 Β·π 50 Β·π¦ 1.6K Β·π 250 - 0% open Β·β±οΈ 27.01.2022):git clone https://github.com/cloudant/python-cloudant
-
PyPi (
π₯ 82K / month Β·π¦ 290 Β·β±οΈ 26.08.2021):pip install cloudant
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Conda (
π₯ 89K Β·β±οΈ 26.08.2021):conda install -c conda-forge cloudant
piccolos (π₯ 26 Β· β 700) - A fast, user friendly ORM and query builder which supports asyncio. MIT
HappyBase (π₯ 26 Β· β 580 Β· π€ ) - A developer-friendly Python library to interact with Apache HBase. MIT
-
GitHub (
π¨βπ» 19 Β·π 150 Β·π¦ 590 Β·π 210 - 14% open Β·β±οΈ 08.02.2021):git clone https://github.com/python-happybase/happybase
-
PyPi (
π₯ 110K / month Β·π¦ 230 Β·β±οΈ 14.05.2019):pip install happybase
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Conda (
π₯ 72K Β·β±οΈ 01.07.2019):conda install -c conda-forge happybase
sqlmodel (π₯ 25 Β· β 6.8K Β· π£ ) - SQL databases in Python, designed for simplicity,.. MIT
pydantic
prisma (π₯ 21 Β· β 160) - Prisma Client Python is an auto-generated and fully type-safe database.. Apache-2
ODMantic (π₯ 19 Β· β 470 Β· π€ ) - Async ODM (Object Document Mapper) for MongoDB based on python type.. ISC
gsheets-db-api (π₯ 19 Β· β 170 Β· π€ ) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
aioprometheus (π₯ 18 Β· β 110) - A Prometheus Python client library for asyncio-based applications. MIT
psycopg3 (π₯ 17 Β· β 600) - New generation PostgreSQL database adapter for the Python.. βοΈLGPL-3.0
-
GitHub (
π¨βπ» 20 Β·π 52 Β·π 120 - 16% open Β·β±οΈ 12.02.2022):git clone https://github.com/psycopg/psycopg
Show 8 hidden projects...
- psycopg2 (
π₯ 38 Β·β 2.5K) - PostgreSQL database adapter for the Python..βοΈBSD-3-Clause-Attribution
- Records (
π₯ 30 Β·β 6.8K Β·π ) - SQL for Humans.ISC
- google-cloud-bigtable (
π₯ 30 Β·β 30) - Google Cloud Bigtable API client library.Apache-2
- mongo-connector (
π₯ 28 Β·β 1.8K Β·π ) - MongoDB data stream pipeline tools by YouGov (adopted..Apache-2
- PyMODM (
π₯ 22 Β·β 340 Β·π ) - A Pythonic, object-oriented interface for working with MongoDB.Apache-2
- db.py (
π₯ 21 Β·β 1.2K Β·π ) - db.py is an easier way to interact with your databases.BSD-2
- lazydata (
π₯ 16 Β·β 630 Β·π ) - Lazydata: Scalable data dependencies for Python projects.Apache-2
- SuperSQLite (
π₯ 14 Β·β 690 Β·π ) - A supercharged SQLite library for Python.MIT
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Datasets (π₯ 40 Β· β 12K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
-
GitHub (
π¨βπ» 370 Β·π 1.5K Β·π¦ 3.1K Β·π 1.4K - 37% open Β·β±οΈ 17.02.2022):git clone https://github.com/huggingface/datasets
-
PyPi (
π₯ 600K / month Β·π¦ 150 Β·β±οΈ 02.02.2022):pip install datasets
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Conda (
π₯ 10K Β·β±οΈ 03.02.2022):conda install -c conda-forge datasets
xlwings (π₯ 38 Β· β 2.2K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3
-
GitHub (
π¨βπ» 56 Β·π 400 Β·π₯ 28K Β·π¦ 21K Β·π 1.4K - 15% open Β·β±οΈ 10.02.2022):git clone https://github.com/xlwings/xlwings
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PyPi (
π₯ 550K / month Β·π¦ 600 Β·β±οΈ 01.09.2020):pip install xlwings
-
Conda (
π₯ 390K Β·β±οΈ 14.02.2022):conda install -c conda-forge xlwings
python-magic (π₯ 34 Β· β 2K) - A python wrapper for libmagic. MIT
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GitHub (
π¨βπ» 54 Β·π 240 Β·π¦ 23K Β·π 170 - 17% open Β·β±οΈ 03.02.2022):git clone https://github.com/ahupp/python-magic
-
PyPi (
π₯ 3.6M / month Β·π¦ 3.1K Β·β±οΈ 02.02.2022):pip install python-magic
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Conda (
π₯ 120K Β·β±οΈ 04.02.2022):conda install -c conda-forge python-magic
snorkel (π₯ 31 Β· β 5K) - A system for quickly generating training data with weak supervision. Apache-2
-
GitHub (
π¨βπ» 74 Β·π 800 Β·π₯ 910 Β·π¦ 140 Β·π 970 - 3% open Β·β±οΈ 04.12.2021):git clone https://github.com/snorkel-team/snorkel
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PyPi (
π₯ 68K / month Β·π¦ 10 Β·β±οΈ 19.11.2021):pip install snorkel
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Conda (
π₯ 24K Β·β±οΈ 23.11.2021):conda install -c conda-forge snorkel
csvkit (π₯ 31 Β· β 4.9K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
smart-open (π₯ 30 Β· β 2.4K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
-
GitHub (
π¨βπ» 89 Β·π 300 Β·π 340 - 19% open Β·β±οΈ 02.12.2021):git clone https://github.com/RaRe-Technologies/smart_open
-
PyPi (
π₯ 9.8M / month Β·π¦ 440 Β·β±οΈ 28.08.2021):pip install smart-open
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Conda (
π₯ 770K Β·β±οΈ 29.08.2021):conda install -c conda-forge smart_open
gdown (π₯ 29 Β· β 1.7K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
Intake (π₯ 29 Β· β 690) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
pandas-datareader (π₯ 28 Β· β 2.2K) - Extract data from a wide range of Internet sources into a.. BSD-3
-
GitHub (
π¨βπ» 84 Β·π 560 Β·π 490 - 19% open Β·β±οΈ 07.01.2022):git clone https://github.com/pydata/pandas-datareader
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PyPi (
π₯ 280K / month Β·π¦ 790 Β·β±οΈ 13.07.2021):pip install pandas-datareader
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Conda (
π₯ 160K Β·β±οΈ 14.07.2021):conda install -c conda-forge pandas-datareader
SDV (π₯ 27 Β· β 790) - Synthetic Data Generation for tabular, relational and time series data. MIT
tabulator-py (π₯ 26 Β· β 220 Β· π€ ) - Python library for reading and writing tabular data via streams. MIT
Singer (π₯ 24 Β· β 930 Β· π€ ) - Standard for moving data between databases, web APIs, files,.. βοΈAGPL-3.0
rows (π₯ 24 Β· β 780) - A common, beautiful interface to tabular data, no matter the format. βοΈLGPL-3.0
deepdish (π₯ 23 Β· β 230) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
img2dataset (π₯ 22 Β· β 460 Β· π£ ) - Easily turn large sets of image urls to an image dataset. Can.. MIT
csvs-to-sqlite (π₯ 18 Β· β 670) - Convert CSV files into a SQLite database. Apache-2
Show 6 hidden projects...
- xmltodict (
π₯ 33 Β·β 4.7K Β·π ) - Python module that makes working with XML feel like you are..MIT
- PDFMiner (
π₯ 29 Β·β 4.7K Β·π ) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.MIT
- messytables (
π₯ 25 Β·β 380 Β·π ) - Tools for parsing messy tabular data. This is now superseded by..MIT
- pyexcel-xlsx (
π₯ 22 Β·β 97 Β·π ) - A wrapper library to read, manipulate and write data in xlsx..BSD-3
- excalibur (
π₯ 19 Β·β 1.1K Β·π ) - A web interface to extract tabular data from PDFs.MIT
- borb (
π₯ 18 Β·β 2.5K) - borb is a library for reading, creating and manipulating PDF files..βUnlicensed
File Formats
XlsxWriter (π₯ 36 Β· β 2.8K Β· π ) - A Python module for creating Excel XLSX files. BSD-2
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GitHub (
π¨βπ» 46 Β·π 550 Β·π¦ 44K Β·π 750 - 1% open Β·β±οΈ 08.02.2022):git clone https://github.com/jmcnamara/XlsxWriter
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PyPi (
π₯ 8.5M / month Β·π¦ 3.6K Β·β±οΈ 01.11.2021):pip install xlsxwriter
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Conda (
π₯ 1.6M Β·β±οΈ 01.11.2021):conda install -c conda-forge xlsxwriter
Code Inspection
typing_inspect (π₯ 23 Β· β 240) - Runtime inspection utilities for Python typing module. MIT
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GitHub (
π¨βπ» 13 Β·π 22 Β·π 44 - 31% open Β·β±οΈ 25.10.2021):git clone https://github.com/ilevkivskyi/typing_inspect
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PyPi (
π₯ 14M / month Β·π¦ 160 Β·β±οΈ 07.06.2021):pip install typing_inspect
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Conda (
π₯ 660K Β·β±οΈ 09.06.2021):conda install -c conda-forge typing_inspect
Show 2 hidden projects...
- importlib-resources (
π₯ 29 Β·β 21 Β·π ) - Read resources from Python packages.Apache-2
- entrypoints (
π₯ 26 Β·β 67) - Discover and load entry points from installed packages.MIT
General Utilities
more-itertools (π₯ 36 Β· β 2.3K) - More routines for operating on iterables, beyond itertools. MIT
-
GitHub (
π¨βπ» 87 Β·π 190 Β·π₯ 2.5K Β·π 190 - 5% open Β·β±οΈ 02.02.2022):git clone https://github.com/more-itertools/more-itertools
-
PyPi (
π₯ 14M / month Β·π¦ 8.3K Β·β±οΈ 24.11.2021):pip install more-itertools
-
Conda (
π₯ 8.7M Β·β±οΈ 24.11.2021):conda install -c conda-forge more-itertools
python-dependency-injector (π₯ 33 Β· β 1.9K) - Dependency injection framework for Python. BSD-3
-
GitHub (
π¨βπ» 22 Β·π 120 Β·π¦ 820 Β·π 380 - 15% open Β·β±οΈ 31.01.2022):git clone https://github.com/ets-labs/python-dependency-injector
-
PyPi (
π₯ 520K / month Β·π¦ 50 Β·β±οΈ 31.01.2022):pip install dependency-injector
-
Conda (
π₯ 2.4K Β·β±οΈ 08.11.2021):conda install -c conda-forge dependency_injector
boltons (π₯ 31 Β· β 5.7K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
-
GitHub (
π¨βπ» 74 Β·π 320 Β·π₯ 23 Β·π¦ 2K Β·π 140 - 34% open Β·β±οΈ 15.01.2022):git clone https://github.com/mahmoud/boltons
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PyPi (
π₯ 1.5M / month Β·π¦ 380 Β·β±οΈ 17.05.2021):pip install boltons
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Conda (
π₯ 550K Β·β±οΈ 27.05.2021):conda install -c conda-forge boltons
returns (π₯ 30 Β· β 2.1K) - Make your functions return something meaningful, typed, and safe!. BSD-2
ubelt (π₯ 25 Β· β 590) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
Show 4 hidden projects...
- retrying (
π₯ 26 Β·β 1.8K Β·π ) - Retrying is an Apache 2.0 licensed general-purpose retrying..Apache-2
- CommonRegex (
π₯ 24 Β·β 1.5K Β·π ) - A collection of common regular expressions bundled with an easy..MIT
- ratelimit (
π₯ 23 Β·β 480 Β·π ) - API Rate Limit Decorator.MIT
- pampy (
π₯ 22 Β·β 3.4K Β·π ) - Pampy: The Pattern Matching for Python you always dreamed of.MIT
Python Implementations
cpython (π₯ 36 Β· β 43K) - The Python programming language. MIT
-
GitHub (
π¨βπ» 1.9K Β·π 21K Β·β±οΈ 17.02.2022):git clone https://github.com/python/cpython
-
PyPi (
π₯ 13K / month Β·β±οΈ 22.07.2020):pip install cpython
-
Conda (
π₯ 820K Β·β±οΈ 01.05.2021):conda install -c conda-forge typing
-
npm (
π¦ 1 Β·β±οΈ 03.08.2017):npm install @buckpkg/python
micropython (π₯ 34 Β· β 14K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0
pyston (π₯ 26 Β· β 1.9K) - A faster and highly-compatible implementation of the Python.. Apache-2
-
GitHub (
π¨βπ» 1K Β·π 59 Β·π₯ 7.3K Β·π 55 - 27% open Β·β±οΈ 16.02.2022):git clone https://github.com/pyston/pyston
Show 3 hidden projects...
Others
Pygments (π₯ 40 Β· β 860 Β· π ) - Pygments is a generic syntax highlighter written in Python. BSD-2
cookiecutter (π₯ 38 Β· β 16K) - A command-line utility that creates projects from cookiecutters.. BSD-3
-
GitHub (
π¨βπ» 260 Β·π 1.6K Β·π¦ 11K Β·π 740 - 31% open Β·β±οΈ 27.12.2021):git clone https://github.com/cookiecutter/cookiecutter
-
PyPi (
π₯ 1.4M / month Β·π¦ 1.4K Β·β±οΈ 14.06.2021):pip install cookiecutter
-
Conda (
π₯ 240K Β·β±οΈ 31.01.2022):conda install -c conda-forge cookiecutter
pyscaffold (π₯ 32 Β· β 1.4K) - Python project template generator with batteries included. MIT
py4j (π₯ 32 Β· β 920) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
pyscreenshot (π₯ 26 Β· β 420) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
Send2Trash (π₯ 26 Β· β 190) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
pluginbase (π₯ 24 Β· β 1K Β· π€ ) - A simple but flexible plugin system for Python. BSD-3
python-mss (π₯ 24 Β· β 690) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
Show 3 hidden projects...
Related Resources
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
- best-of-ml-python: A ranked list of awesome machine learning Python libraries.
- best-of-web-python: A ranked list of awesome Python libraries for web development.
- best-of-python-dev: A ranked list of awesome Python developer tools and libraries.
- awesome-python: A curated list of awesome Python frameworks, libraries, software and resources.
Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
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If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.