magni.cs.phase_transition package¶
Subpackage providing phase transition determination functionality.
Routine listings¶
- config
- Configger providing configuration options for this subpackage.
- io
- Module providing input/output functionality for stored phase transitions.
- plotting
- Module providing plotting for this subpackage.
- determine(algorithm, path, label=’default’, overwrite=False)
- Determine the phase transition of a reconstruction algorithm.
Notes
See _util
for documentation of determine
.
The phase transition of a reconstruction algorithm describes the reconstruction capabilities of that reconstruction algorithm. For a description of the concept of phase transition, see [1].
References
[1] | C. S. Oxvig, P. S. Pedersen, T. Arildsen, and T. Larsen, “Surpassing the Theoretical 1-norm Phase Transition in Compressive Sensing by Tuning the Smoothed l0 Algorithm”, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013, pp. 6019-6023. |
Submodules¶
- magni.cs.phase_transition._analysis module
- magni.cs.phase_transition._backup module
- magni.cs.phase_transition._config module
- magni.cs.phase_transition._data module
- magni.cs.phase_transition._simulation module
- magni.cs.phase_transition._util module
- magni.cs.phase_transition.io module
- magni.cs.phase_transition.plotting module