This release is a pre-release and may not be stable for production use.
Stratax
Stratax is a modern scientific computing library built around 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 unchecked multidimensionaloperator(...)access - Negative indexing and shared positive-step slice views in both 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 - Element-wise roots, exponentials, logarithms, trigonometry, rounding, and binary math
- Stream printing for vectors, matrices, tensors, and shapes
- Python bindings for
Shape, numeric containers, shared views, Boolean masks, and integer index results - Python free functions for conversions and tensor creation helpers
- Doxygen API documentation
Quick Start
C++
#include <stratax.h>
#include <iostream>
int main()
{
stratax::container::Vector<double> a{1.0, 2.0, 3.0};
stratax::container::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[::2].tolist())
# [1.0, 3.0]
Python bindings expose Shape metadata and double-based Vector, Matrix, and Tensor types plus free-function conversions (to_vector, to_matrix, to_tensor) and creation helpers (zeros, ones, full, identity). Positive-step slices return ArrayView objects that share storage and keep their owner alive. Negative indexes are supported; negative-step views currently raise IndexError.
Axis reductions are available through Python reduction helpers (sum, prod, max, min, argmax, argmin, mean, var, std), including keepdims=True for rank-preserving reductions and negative-axis indexing (for example axis=-1 for the last dimension).
The C++ umbrella header includes containers under stratax::container, metadata
under stratax::core, and helpers under stratax::creation,
stratax::conversion, stratax::manipulation, and reduction.
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 ".[dev]"
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
This tests the extension built into python/stratax/. To test an installed
wheel instead, use python -m pytest tests/python --installed. CI runs the
installed-package suite and runs the Clang C++ suite with address and undefined
behavior sanitizers.
Run python scripts/check-doc-examples.py after rebuilding the source extension
to check documented examples with a GCC/Clang-compatible C++20 compiler.
See the test audit for coverage and remaining limitations.
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 | Shared positive-step views | Shared positive-step views |
| 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,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, shared slice views
Roadmap
- 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.
Developer verification commands and CI gates are documented in verification. See the numerical contract for precision and overflow limits, and performance baselines for reproducible measurements.
Metadata
Release files for stratax 0.4.0rc1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
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Built distributions (wheels)
Total release size: 14.5 MB
Release files / stratax-0.4.0rc1.tar.gz
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