This package provides Python bindings for the projection-based model reduction C++ library Pressio (website). The goal of this project is to enable leading-edge projection-based model reduction for (large-scale) linear and nonlinear dynamical systems.
Install
You need a C++14-compliant compiler and then do:
export CXX=<path-to-your-C++-compiler>
pip install pressio4pyYou can double check that everything worked fine by doing:
import pressio4py
print(pressio4py.__version__)Running Demos/Tutorials
After installing the library, you can run the regression tests:
git clone --recursive git@github.com:Pressio/pressio4py.git
cd pressio4py
pytest -sAnd you can check out the demos:
git clone --recursive git@github.com:Pressio/pressio4py.git
cd pressio4py/demos
python3 ./<demo-subdir-name>/main.pyDocumentation
The documentation (in progress) can be found (here) with some demos already available.
Citations
If you use this package, please acknowledge our work-in-progress:
Francesco Rizzi, Patrick J. Blonigan, Eric. Parish, Kevin T. Carlberg “Pressio: Enabling projection-based model reduction for large-scale nonlinear dynamical systems” https://arxiv.org/abs/2003.07798
2 maintainers
Release files for pressio4py 0.12.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pressio4py-0.12.0.tar.gz | 925.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pressio4py-0.12.0-cp37-cp37m-macosx_10_15_x86_64.whl | CPython 3.7 | CPython 3.7 pymalloc | macOS 10.15+ x86-64 | Details |
Total release size: 1.5 MB
Release files / pressio4py-0.12.0.tar.gz
| Download URL | pressio4py-0.12.0.tar.gz |
|---|---|
| Size | 925.9 kB |
| Tags | Source |
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Release files / pressio4py-0.12.0-cp37-cp37m-macosx_10_15_x86_64.whl
| Download URL | pressio4py-0.12.0-cp37-cp37m-macosx_10_15_x86_64.whl |
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| Size | 573.8 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.15+ x86-64 |
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