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Generate reference documentation from a Python project's modules and docstrings.

Explore Python interactively with completion, object introspection and persistent command history.

Install Python command-line applications into isolated environments or run them once without a permanent install.

Run Python tests with readable assertions, fixtures, parametrization, and failure reports.

Trace Python services and AI workflows with correlated OpenTelemetry data.

Render data-driven text and HTML from reusable templates with Python-inspired syntax.

A Python load-testing framework that models user behavior in code and scales traffic across workers.

Mutate Python code and rerun its tests to find changes the suite fails to catch.

Run a Python project's configured test and lint commands in isolated environment matrices.

Edit Python in a scientific IDE with an interactive console, variable inspection, plots, and debugging tools.

A hosted notebook editor for Python and data work, with SQL cells, collaboration, and interactive reports.

Format Python files consistently from the command line or as a repeatable project check.

A browser-based Python notebook environment that runs on hosted compute and can load or share Jupyter notebooks.

Work with multidimensional arrays and vectorized numerical operations in Python.

Python self-study with advanced and numerical branches

A Python web framework with project structure for building complete server-side applications.

Add formatted text, tables, syntax highlighting, and progress displays to Python terminal programs.

Build and train Python machine-learning models with tensor operations, neural-network layers, and automatic differentiation.

Check annotated Python code for type inconsistencies before running it.

Python tutorials with paths, quizzes and exercises

Run analytical SQL in an embedded database from a local process or Python program.

Build a custom build, test, and release pipeline from a Python-configured framework.

Build parameter-driven solid models with Python and retain their construction

Build composable Python command-line interfaces from decorated functions.