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

• ruff

  95 26,504 10.0 Rust

  An extremely fast Python linter and code formatter, written in Rust.

  

Ruff — a fast linter

• python-benedict

  3 1,407 8.8 Python

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

python-benedict — a dict on steroids

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• memray

  27 12,545 9.0 Python

  Memray is a memory profiler for Python

  

Memray — a memory profiler

• codon

  34 13,840 7.9 C++

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

  

Codon — a Python compiler using LLVM

• langchain

  152 56,526 10.0 Python

  Discontinued ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain] (by hwchase17)

  

LangChain — building LLM-powered apps

• fugue

  11 1,876 6.7 Python

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

  

fugue — distributed computing done easy

• diffusers

  266 22,543 9.9 Python

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

  

Diffusers — generative AI

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• lineapy

  7 654 2.0 Jupyter Notebook

  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

  6 2,543 9.1 Jupyter Notebook

  An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

  

whylogs — model monitoring

• mito

  18 2,215 10.0 Python

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

  

Mito — spreadsheet inside notebooks

• lingua-py

  8 881 7.4 Python

  The most accurate natural language detection library for Python, suitable for short text and mixed-language text

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.

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