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Focused Python challenges with detailed solution study

A Python property-based testing library that generates inputs to challenge the properties your code should preserve.

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

Lint and format Python projects with one configurable command-line tool.

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.

Transform Python array functions with just-in-time compilation, automatic differentiation, and vectorization.

A Windows Python IDE pairing a script editor with an interpreter, debugger, project tools and unit-test interface.

Build Python HTTP APIs with typed parameters and automatically generated OpenAPI documentation.

Trace Python services and AI workflows with correlated OpenTelemetry data.

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

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

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

Inspect a colour, compare approximate matches and build a gradient.

Connect physical colour references with digital palettes and design files.

Use NCS notations and tools to communicate colour choices.

Compile suitable Python numerical functions to machine code when they are first called.

Use one Python interface for several established colour-palette collections.

Reshape colour relationships on a grid and export reusable LUTs.

Collect screen colours and hand palettes to Mac design tools.

Look up colour values, compare schemes and calculate blends.

Choose scientific colour maps to match the structure of your data.

Python self-study with advanced and numerical branches

Start from one colour and preview a palette in an interface.