py-lib-collection

A categorized collection of useful Python libraries.

API

• Binance - python-binance
• OpenAI - openai
• Telegram - python-telegram-bot
• Twitter - twint

Asynchronous

• Cache - asyncache
• IO - anyio
• IO - trio
• IO - asyncio
• Lock - filelock
• Scheduling - schedule
• Parallelism - multiprocessing
• Parallelism - concurrent.futures
• Parallelism - threading

Audio

• IO - PyAudio
• Format - wave

Compression

• Format - bz2
• Format - tarfile
• Format - zipfile
• Format - Brotli

Data store

• Mongo - motor
• Mongo - pymongo
• JSON - tinydb

Ease of life

• Copy - copy
• Decorator - decorator
• Encoding - codecs
• Environment variables - python-dotenv
• Exceptions - traceback
• Exceptions - warnings
• Functions - functools
• Functions - funcy
• Git - GitPython
• Git - PyDriller
• Geo - shapely
• Geo - pyproj
• Geo - timezonefinder
• Keyboard - keyboard
• Media conversion - ffmpeg-python
• Iterating - itertools
• Paths - pathlib
• Paths - pathvalidate
• PDF - pdfminer.six
• Retry - tenacity
• Requirements - pipreqs
• RSS - feedgen
• Sanitize - python-slugify
• System - os
• System - shutil
• Templating - jinja2
• Temporary email - python-guerrillamail
• Type hinting - typing
• Type identification - python-magic
• Utilities - werkzeug

HTTP

• Client - httpx
• Client - requests
• Web driver - playwright
• OAuth - Authlib
• Parsing - beautifulsoup4
• Parsing - lxml
• Parsing - idna
• Scraping - Scrapy
• Web app - FastAPI
• Web app - Django
• Web app - Flask
• All-in-one - Werkzeug
• Authentication - Flask-HTTPAuth

Image

• Format conversion - pdf2image
• Format conversion - imgkit
• Processing - scikit-image
• Processing - Pillow

Machine learning

• All-in-one - scikit-learn
• All-in-one - scipy
• All-in-one - tensorflow
• All-in-one - opencv-python
• All-in-one - mediapipe
• Advanced model - lightgbm
• Advanced model - xgboost
• Natural language - spacy
• Natural language - nltk
• Natural language - gensim
• Natural language - fasttext
• Natural language - textstat
• Hyper-tuning - hyperopt
• Hyper-tuning - TPOT
• Cross-validation - tscv
• Datasets - rdatasets
• Missing data - autoimpute

Math

• Accelerated - dask
• Arrays - numpy
• Structured data - pandas
• Structured data - pyjanitor
• Cryptography - hashlib
• Cryptography - pycryptodome
• Cryptography - imohash
• Graphs - networkx
• Random - random
• Random - secrets
• Random - uuid
• Search - bisect

Networking

• Communication - pyzmq

Performance

• Benchmark - timeit
• Caching - cachetools
• Caching - HermesCache
• Caching - filecache
• Distributed computing - ray
• JIT - numba
• Profiler - yappi
• Python implementation - PyPy

Plotting

• All-in-one - plotly
• All-in-one - seaborn
• All-in-one - matplotlib
• Missing data - missingno
• Wordcloud - stylecloud

Serialization

• Native - pickle
• Readability - json
• Readability - orjson
• Readability - PyYAML
• Parsing - xmltodict
• Performance - msgpack
• Security - itsdangerous

Structures

• Abstractions - abc
• Containers - collections
• Indexing - Rtree
• Native - dataclasses
• Utilities - dacite
• Validation - attrs
• Validation - pydantic

Tests

• All-in-one - pytest

Text

• All-in-one - string
• Characterset - chardet
• Fuzzy search - rapidfuzz
• Processing - re
• Processing - flashtext

Time

• Date - pendulum
• Date - arrow
• Date - datetime
• Format - humanize
• Format - timeago
• Parsing - parsedatetime
• Synchronization - ntplib
• Time - time

UX

CLI

• Argument parsing - fire
• Argument parsing - argh
• Argument parsing - argparse
• Colors - sty
• Colors - colored
• Colors - colorama
• Figlets - pyfiglet
• Progress bar - tqdm
• Progress bar - progress
• Table - prettytable

GUI

• Toolkit - PyQt6
• Toolkit - PyQt5

Web 3.0

• All-in-one - web3
• ABI processing - eth-abi
• Key management - eth-keys