Glossary¶
- AMG¶
Algebraic multigrid method for solving sparse matrices. AMG solves linear systems with a general non-symmetric coefficient matrix. See https://en.wikipedia.org/wiki/Multigrid_method#Algebraic_multigrid_(AMG).
- AppVeyor¶
A cloud-based Continuous Integration tool. See https://www.appveyor.com.
- Azure¶
A cloud-based Continuous Integration tool. See https://dev.azure.com.
- BiCG¶
Biconjugate gradient method for solving sparse matrices. BiCG solves linear systems with a general non-symmetric coefficient matrix. See https://en.wikipedia.org/wiki/Biconjugate_gradient_method.
- BiCGSTAB¶
Biconjugate gradient (stabilized) method for solving sparse matrices. BiCGSTAB solves linear systems with a general non-symmetric coefficient matrix. See https://en.wikipedia.org/wiki/Biconjugate_gradient_stabilized_method.
- CG¶
Conjugate Gradient method for solving sparse matrices. CG solves linear systems with a symmetric positive-definite coefficient matrix. See https://en.wikipedia.org/wiki/Conjugate_gradient_method.
- CGS¶
Conjugate Gradient Squared method for solving sparse matrices, a variant of BiCG. CGS solves linear systems with a general non-symmetric coefficient matrix. See https://en.wikipedia.org/wiki/Conjugate_gradient_squared_method.
- CircleCI¶
A cloud-based Continuous Integration tool. See https://circleci.com.
- conda¶
An open source package management system and environment management system that runs on Windows, macOS and Linux. Conda quickly installs, runs and updates packages and their dependencies. Conda easily creates, saves, loads and switches between environments on your local computer. It was created for Python programs, but it can package and distribute software for any language. See https://conda.io.
- Continuous Integration¶
The practice of frequently testing and integrating one’s new or changed code with the existing code repository. See https://en.wikipedia.org/wiki/Continuous_integration.
- FiPy¶
The eponymous software package. See http://www.ctcms.nist.gov/fipy.
- FGMRES¶
Flexible Inner-Outer Preconditioned GMRES algorithm for solving sparse matrices. FGMRES solves systems with a general non-symmetric coefficient matrix. See https://doi.org/10.1137/0914028.
- GitHub Actions¶
A cloud-based Continuous Integration tool. See https://github.com/features/actions.
- GMRES¶
Generalized Minimal RESidual method for solving sparse matrices. GMRES solves systems with a general non-symmetric coefficient matrix. See https://en.wikipedia.org/wiki/Generalized_minimal_residual_method.
- Gmsh¶
A free and Open Source 3D (and 2D!) finite element grid generator. It also has a CAD engine and post-processor that FiPy does not make use of. See http://www.geuz.org/gmsh.
- IPython¶
An improved Python shell that integrates nicely with Matplotlib. See http://ipython.scipy.org/.
- JOR¶
Jacobi over-relaxation method for solving sparse matrices. JOR solves systems with a general non-symmetric coefficient matrix.
- JSON¶
JavaScript Object Notation. A text format suitable for storing structured information such as
dict
orlist
. See https://www.json.org/.- linux¶
An operating system. See http://www.linux.org.
- LU¶
Lower-Upper decomposition method for solving sparse matrices. LU solves systems with a general non-symmetric coefficient matrix using partial pivoting. See https://en.wikipedia.org/wiki/LU_decomposition.
- macOS¶
An operating system. See http://www.apple.com/macos.
- Matplotlib¶
matplotlib
Python package displays publication quality results. It displays both 1D X-Y type plots and 2D contour plots for structured data. It does not display unstructured 2D data or 3D data. It works on all common platforms and produces publication quality hard copies. See http://matplotlib.sourceforge.net and Matplotlib.- Mayavi¶
The
mayavi
Data Visualizer is a free, easy to use scientific data visualizer. It displays 1D, 2D and 3D data. It is the only FiPy viewer available for 3D data. Other viewers are probably better for 1D or 2D viewing. See http://code.enthought.com/projects/mayavi and Mayavi.- MayaVi¶
The predecessor to Mayavi. Yes, it’s confusing.
- MPI¶
The Message Passing Interface is a standard that allows the use of multiple processors. See http://www.mpi-forum.org
- mpi4py¶
MPI for Python provides bindings of the Message Passing Interface (MPI) standard for the Python programming language, allowing any Python program to exploit multiple processors. For Solving in Parallel, FiPy requires this package, in addition to PETSc or Trilinos. See https://mpi4py.readthedocs.io.
- numarray¶
An archaic predecessor to NumPy.
- Numeric¶
An archaic predecessor to NumPy.
- NumPy¶
The
numpy
Python package provides array arithmetic facilities. See http://www.scipy.org/NumPy.- OpenMP¶
The Open Multi-Processing architecture is a specification for a set of compiler directives, library routines, and environment variables that can be used to specify high-level parallelism in Fortran and C/C++ programs. See https://www.openmp.org.
- pandas¶
“Python Data Analysis Library” provides high-performance data structures for flexible, extensible analysis. See http://pandas.pydata.org.
- PCG¶
Preconditioned conjugate gradient method for solving sparse matrices. PCG solves systems with a symmetric positive definite coefficient matrix. See https://en.wikipedia.org/wiki/Conjugate_gradient_method.
- petsc4py¶
Python wrapper for PETSc. See https://petsc4py.readthedocs.io/.
- pip¶
“pip installs python” is a tool for installing and managing Python packages, such as those found in PyPI. See http://www.pip-installer.org.
- PyPI¶
The Python Package Index is a repository of software for the Python programming language. See http://pypi.python.org/pypi.
- Pyrex¶
A mechanism for mixing C and Python code. See http://www.cosc.canterbury.ac.nz/greg.ewing/python/Pyrex/.
- Python¶
The programming language that FiPy (and your scripts) are written in. See http://www.python.org/.
- Python 3¶
The (likely) future of the Python programming language. Third-party packages are slowly being adapted, but many that FiPy uses are not yet available. See http://docs.python.org/py3k/ and PEP 3000.
- PyTrilinos¶
Python wrapper for Trilinos. See https://trilinos.github.io/pytrilinos.html.
- PyxViewer¶
A now defunct python viewer.
- ScientificPython¶
A collection of useful utilities for scientists. See http://dirac.cnrs-orleans.fr/plone/software/scientificpython.
- SciPy¶
The
scipy
package provides a wide range of scientific and mathematical operations. FiPy can use SciPy solver suite for linear solutions. See http://www.scipy.org/.- Sphinx¶
The tools used to generate the FiPy documentation. See http://sphinx.pocoo.org/.
- steppyngstounes¶
This package provides iterators that simplify both deterministic and adaptive stepping in time (or other independent variables). See https://pages.nist.gov/steppyngstounes/en/latest.
- TravisCI¶
A cloud-based Continuous Integration tool. See https://travis-ci.org.
- Weave¶
The
weave
package can enhance performance with C language inlining. See https://github.com/scipy/weave.- Windows¶
An operating system. See http://www.microsoft.com/windows.