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Stratax

Stratax is a modern scientific computing library built around modern C++20 containers, shape metadata, and element-wise array operations. The core library is header-first, with Python bindings powered by pybind11.

The project is still young: vectors, matrices, tensors, shape/stride metadata, indexing, slicing, reshaping, conversions, creation helpers, printing, comparison, and arithmetic are active. Linear algebra, calculus, random, and statistics modules are currently reserved API areas.

Features

  • C++20 Vector, Matrix, and Tensor containers
  • Contiguous Buffer storage with shape and stride metadata
  • Bounds-checked at(...) and multidimensional operator(...) access
  • Negative indexing and reverse slicing in both the C++ and Python APIs
  • Element-wise arithmetic with NumPy-style broadcasting, plus comparison operators
  • Reshape, flatten, slicing, and container conversion helpers
  • Tensor creation helpers such as zeros, ones, full, and identity
  • Axis reductions with optional keepdims and negative-axis support in the Python API
  • Stream printing for vectors, matrices, tensors, shapes, and strides
  • Python bindings for Shape, Vector, Matrix, and Tensor
  • Python free functions for conversions and tensor creation helpers
  • Doxygen API documentation

Quick Start

C++

#include <stratax.h>
#include <iostream>

int main()
{
    stratax::Vector<double> a{1.0, 2.0, 3.0};
    stratax::Vector<double> b{4.0, 5.0, 6.0};

    auto c = a + b;

    std::cout << c << '\n'; // [5, 7, 9]
}

Python Package

from stratax import Vector

v = Vector([1.0, 2.0, 3.0, 4.0])

print(v[::-1].tolist())

# [4.0, 3.0, 2.0, 1.0]

Python bindings expose double-based Shape, Vector, Matrix, and Tensor types plus free-function conversions (to_vector, to_matrix, to_tensor) and creation helpers (zeros, ones, full, identity). The API supports negative indexes, slice steps (including reverse slices), and tolist() for quick inspection.

Axis reductions are available through Python reduction helpers (sum, prod, max, min, argmax, argmin, mean, var, std), including keepdims=True for shape-preserving reductions and negative-axis indexing (for example axis=-1 for the last dimension).

The C++ umbrella header also provides a flat public facade for common APIs, such as stratax::Vector, stratax::Shape, stratax::zeros, and stratax::sum, with grouped module aliases like stratax::reductions for specialized calls.

Installation

Python

pip install stratax

C++ Headers

Stratax is header-first for C++. Include the repository include/ directory in your build and include the umbrella header:

#include <stratax.h>

For a small CMake target, wire the include directory and C++ standard like this:

target_include_directories(my_app PRIVATE path/to/stratax/include)
target_compile_features(my_app PRIVATE cxx_std_20)

Build & Development

Requirements

  • C++20 compiler
  • CMake 3.20 or newer
  • Python 3.10 or newer for bindings
  • pybind11 2.12 or newer
  • scikit-build-core 0.10 or newer
  • pytest 8 or newer for Python tests
  • Doxygen 1.9 or newer for API docs

Build From Source

Configure and build with CMake:

cmake -S . -B build
cmake --build build

For editable Python installation, use pip from an environment with the build dependencies available:

python -m pip install -e .

Run Tests

The C++ tests live under tests/cpp/ and are registered with CTest through GoogleTest:

cmake -S . -B build
cmake --build build
ctest --test-dir build --output-on-failure

The Python tests live under tests/python/ and use pytest:

python -m pytest tests/python

Documentation

Repository Layout

Project Status

Stratax is still evolving. The current container, indexing, slicing, reshape, conversion, creation, printing, arithmetic, comparison, and reduction APIs are usable, but naming and edge-case behavior may still change before a stable 1.0 release. Linear algebra, calculus, random, statistics, and file I/O are reserved or planned areas.

API Status

Feature C++ Python
Shape, Vector, Matrix, Tensor Available Available
Negative indexing Available Available
Slicing Copy-based Copy-based
Arithmetic and comparison Available Available
Bitwise operators Available for integral containers Not yet exposed
Creation helpers Available Available
Conversions Available Available
Reshape and flatten Available Available
Reductions Available Available, with keepdims
Broadcasting arithmetic Available Available through the core operators
Linear algebra Planned Planned

Implemented

  • Core storage and metadata: Buffer, Shape, Strides, Slice
  • Containers: Vector, Matrix, Tensor
  • Operations: broadcasted arithmetic, comparison, indexing, negative indexing, reshape, slicing
  • Container helpers: creation and conversions
  • I/O: stream printing
  • Python bindings and Python API: Shape, Vector, Matrix, Tensor, conversion free functions, creation free functions, negative indexing, reverse slicing

Roadmap

  • Python broadcasting regression tests
  • Logical operations
  • Linear algebra algorithms
  • Calculus helpers
  • Random sampling and distributions
  • Statistics routines
  • CSV and binary I/O

Contributing

Contributions, bug reports, and feature requests are welcome through GitHub Issues and Pull Requests. See Contributing for development notes and Releasing for release checklist guidance.

License

Stratax is licensed under the MIT License.

Metadata

Release files for stratax 0.3.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for stratax 0.3.1
File Size Uploaded
stratax-0.3.1.tar.gz 661.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for stratax 0.3.1
File
stratax-0.3.1-cp315-cp315t-win_amd64.whl CPython 3.15 CPython 3.15 free-threading Windows x86-64 Details
stratax-0.3.1-cp315-cp315t-win32.whl CPython 3.15 CPython 3.15 free-threading Windows x86-32 Details
stratax-0.3.1-cp315-cp315t-musllinux_1_2_x86_64.whl CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.15 CPython 3.15 free-threading Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
stratax-0.3.1-cp315-cp315t-macosx_11_0_arm64.whl CPython 3.15 CPython 3.15 free-threading macOS 11.0+ ARM64 Details
stratax-0.3.1-cp315-cp315-win_amd64.whl CPython 3.15 CPython 3.15 Windows x86-64 Details
stratax-0.3.1-cp315-cp315-win32.whl CPython 3.15 CPython 3.15 Windows x86-32 Details
stratax-0.3.1-cp315-cp315-musllinux_1_2_x86_64.whl CPython 3.15 CPython 3.15 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.15 CPython 3.15 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp315-cp315-macosx_11_0_arm64.whl CPython 3.15 CPython 3.15 macOS 11.0+ ARM64 Details
stratax-0.3.1-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
stratax-0.3.1-cp314-cp314t-win32.whl CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
stratax-0.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
stratax-0.3.1-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
stratax-0.3.1-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details
stratax-0.3.1-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
stratax-0.3.1-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
stratax-0.3.1-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
stratax-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
stratax-0.3.1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
stratax-0.3.1-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
stratax-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
stratax-0.3.1-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
stratax-0.3.1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
stratax-0.3.1-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
stratax-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
stratax-0.3.1-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
stratax-0.3.1-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
stratax-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
stratax-0.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
stratax-0.3.1-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details

Total release size: 21.3 MB

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0.3.1 This release

41 release files

0.2.0

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0.1.0

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