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, andTensorcontainers - Contiguous
Bufferstorage with shape and stride metadata - Bounds-checked
at(...)and multidimensionaloperator(...)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, andidentity - Axis reductions with optional
keepdimsand negative-axis support in the Python API - Stream printing for vectors, matrices, tensors, shapes, and strides
- Python bindings for
Shape,Vector,Matrix, andTensor - 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
- Documentation Site
- Local Documentation Index
- User Guide
- Python API Reference
- Examples Guide
- Troubleshooting
- Releasing
Repository Layout
- include/stratax/ Public C++ headers
- bindings/ pybind11 binding sources
- python/stratax/ Python package
- tests/cpp/ C++ tests
- tests/python/ Python tests
- examples/cpp/ C++ examples
- examples/python/ Python examples
- docs/ Documentation and API reference
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)
| File | Size | Uploaded | |
|---|---|---|---|
| stratax-0.3.1.tar.gz | 661.6 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| 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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