Python Options

Used in 498 python projects (avg ★81)

Used in 293 python projects (avg ★54)

Used in 205 python projects (avg ★151)

Used in 126 python projects (avg ★307)

Specific best practices and architectural patterns when working with Transformers.

Specific best practices and architectural patterns when working with Streamlit.

Specific best practices and architectural patterns when working with LangChain.

Specific best practices and architectural patterns when working with PyTorch.

Core FastAPI patterns and conventions

Core Django patterns and conventions

Core Flask patterns and conventions

Async Python web framework focused on performance with built-in WebSocket support

Lightweight ASGI framework for building async Python web applications

Data validation using Python type hints

SQL toolkit and ORM

HTTP library for Python

Data manipulation and analysis

Numerical computing library

Data visualization and plotting

Modern async HTTP client

Scientific and technical computing

Distributed task queue

An extremely fast Python linter and formatter

The uncompromising Python code formatter

Used in 269 python projects (avg ★162)

Python performance patterns

Core Python coding conventions

Used in 642 python projects (avg ★45)

Used in 18 python projects (avg ★6288)

Pragmatic blend of OOP and functional patterns — use the right paradigm for each task.

Functional programming patterns: pure functions, immutability, composition.

Python testing conventions

Python testing framework with fixtures, parametrize, and plugin ecosystem