Optimising python rust interface is

[IgorSusmelj]

Changes

• Mostly refactoring of the rust and python codebase
  • Split up large files into smaller ones to make code more readable
  • Rearranged tests
  • Added more detailed python docstrings and type hints to make the bindings more user friendly
  • Update the API generated docs for Python

[Copilot]

Pull Request Overview

This pull request refactors and optimizes the Python–Rust interface of the NumArray codebase. Key changes include the addition of statistical operations in a new statistics module, reorganized module structure with smaller files, and enhanced Python bindings and documentation configurations.

Reviewed Changes

Copilot reviewed 19 out of 19 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
rustynum-rs/src/num_array/statistics.rs	Added statistical methods (mean, median, sort, etc.).
rustynum-rs/src/num_array/operations.rs	Minor cleanup of unused imports.
rustynum-rs/src/num_array/mod.rs	Reorganized module imports/exports.
rustynum-rs/src/num_array/linalg.rs	Updated internal module references.
rustynum-rs/src/num_array/impl_clone_from.rs	Added Clone and From implementations for NumArray.
rustynum-rs/src/num_array/constructors.rs	New constructors (zeros, ones, arange, linspace) added.
rustynum-rs/src/lib.rs	Consolidated re-exports of NumArray types.
mkdocs.yml, docs/api/index.md	Documentation configuration updates.
bindings/python/src/*.rs	Updated and extended Python bindings for various types.
bindings/python/src/array_u8.rs, array_f32.rs, array_f64.rs	Added/updated methods for Python NumArray wrappers.

Comments suppressed due to low confidence (1)

rustynum-rs/src/num_array/statistics.rs:319

• The variable name 'max_array' is misleading in the context of testing the median_axis function. Consider renaming it to 'median_array' for clarity.

let max_array = array.median_axis(Some(&[0]));

[Copilot]

The imul method is a no-op with a commented-out implementation. Either implement in-place multiplication properly or remove the method to avoid confusion.

Suggested change

	///self.inner = self.inner.scale(scalar);
	self.inner = &self.inner * scalar; // Perform in-place multiplication