The hand-picked selection of the best Python libraries and tools of 2022

• ruff

  47 11,272 10.0 Rust

  An extremely fast Python linter, written in Rust.

  Ruff — a fast linter

• python-benedict

  2 1,021 9.6 Python

  :blue_book: dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.

  python-benedict — a dict on steroids

• Sonar

  www.sonarsource.com

  sponsored

  Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  

• memray

  23 10,312 9.4 Python

  Memray is a memory profiler for Python

  

  Memray — a memory profiler

• codon

  27 10,744 10.0 C++

  A high-performance, zero-overhead, extensible Python compiler using LLVM

  

  Codon — a Python compiler using LLVM

• langchain

  71 18,098 9.9 Python

  ⚡ Building applications with LLMs through composability ⚡

  LangChain — building LLM-powered apps

• fugue

  5 1,426 7.0 Python

  A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark, Dask and Ray without any rewrites.

  

  fugue — distributed computing done easy

• diffusers

  215 12,518 9.9 Python

  🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

  

  Diffusers — generative AI

• InfluxDB

  www.influxdata.com

  sponsored

  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• lineapy

  7 576 9.3 Python

  Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.

  

  LineaPy — notebooks in production

• whylogs

  4 2,138 9.3 Jupyter Notebook

  The open standard for data logging

  

  whylogs — model monitoring

• monorepo

  14 1,668 9.5 Python

  The mitosheet package, trymito.io, and other public Mito code.

  

  Mito — spreadsheet inside notebooks

• lingua-py

  3 461 5.9 Python

  The most accurate natural language detection library for Python, suitable for long and short text alike

  Hi u/dekked_, perhaps you want to add my natural language detection library Lingua to the NLP section of the long tail. It is pretty unique among the natural language detection libraries for Python because it is able to detect multiple languages in mixed-language text. It is also one of the most accurate libraries when detecting the language of short text. I would very much appreciate if you added my library to your list.

Suggest a related project