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IMP Reference Guide
2.13.0
The Integrative Modeling Platform
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A Penalized Complexity prior on sigma of a normal distribution. More...
#include <IMP/isd/NormalSigmaPCRestraint.h>
Inheritance diagram for IMP::isd::NormalSigmaPCRestraint:A Penalized Complexity prior on sigma of a normal distribution.
The Penalized Complexity (PC) prior on sigma minimizes the complexity (and resulting risk of over-fitting) introduced by deviation from a delta function ( \(\sigma=0\)) to a normal distribution. Its density is
\[ p(\sigma) = \frac{-\log\alpha}{\sigma_u} \alpha^{\sigma / \sigma_u},\]
where \(\sigma_u\) is a user-specified value of \(\sigma\) that indicates a 'tail event', a value that it is unexpected to exceed, and \(\alpha = p(\sigma > \sigma_u)\) is the density in the tail.
Definition at line 37 of file NormalSigmaPCRestraint.h.
Public Member Functions | |
| NormalSigmaPCRestraint (Model *m, ParticleIndex spi, double su, double alpha, std::string name="NormalSigmaPCRestraint%1%") | |
| NormalSigmaPCRestraint (Scale s, double su, double alpha, std::string name="NormalSigmaPCRestraint%1%") | |
| virtual IMP::ModelObjectsTemp | do_get_inputs () const |
| double | get_alpha () const |
| double | get_probability () const |
| Scale | get_sigma () const |
| double | get_sigma_upper () const |
| virtual std::string | get_type_name () const |
| virtual ::IMP::VersionInfo | get_version_info () const |
| Get information about the module and version of the object. More... | |
| virtual double | unprotected_evaluate (IMP::DerivativeAccumulator *accum) const |
| Public Member Functions inherited from IMP::Restraint | |
| Restraint (Model *m, std::string name) | |
| void | add_score_and_derivatives (ScoreAccumulator sa) const |
| Perform the actual restraint scoring. More... | |
| Restraint * | create_current_decomposition () const |
| Decompose this restraint into constituent terms for the current conf. More... | |
| Restraint * | create_decomposition () const |
| Decompose this restraint into constituent terms. More... | |
| virtual ScoringFunction * | create_scoring_function (double weight=1.0, double max=NO_MAX) const |
| Create a scoring function with only this restraint. More... | |
| virtual RestraintInfo * | get_dynamic_info () const |
| virtual double | get_last_score () const |
| double | get_score () const |
| virtual RestraintInfo * | get_static_info () const |
| bool | get_was_good () const |
| void | set_weight (Float weight) |
| Float | get_weight () const |
| double | get_maximum_score () const |
| void | set_maximum_score (double s) |
| Public Member Functions inherited from IMP::ModelObject | |
| ModelObject (Model *m, std::string name) | |
| bool | get_has_dependencies () const |
| Return whether this object has dependencies computed. More... | |
| bool | get_has_required_score_states () const |
| Return whether score states are computed. More... | |
| ModelObjectsTemp | get_inputs () const |
| ModelObjectsTemps | get_interactions () const |
| Get the interacting sets induced by this ModelObject. More... | |
| Model * | get_model () const |
| ModelObjectsTemp | get_outputs () const |
| const ScoreStatesTemp & | get_required_score_states () const |
| Get the score states that are ancestors of this in the dependency graph. More... | |
| void | set_has_dependencies (bool tf) |
| Either invalidate the dependencies or ensure they are correct. More... | |
| void | set_has_required_score_states (bool tf) |
| Compute the required score states. More... | |
| Public Member Functions inherited from IMP::Object | |
| virtual void | clear_caches () |
| CheckLevel | get_check_level () const |
| LogLevel | get_log_level () const |
| void | set_check_level (CheckLevel l) |
| void | set_log_level (LogLevel l) |
| Set the logging level used in this object. More... | |
| void | set_was_used (bool tf) const |
| void | show (std::ostream &out=std::cout) const |
| const std::string & | get_name () const |
| void | set_name (std::string name) |
Additional Inherited Members | |
| Protected Member Functions inherited from IMP::Restraint | |
| virtual void | do_add_score_and_derivatives (ScoreAccumulator sa) const |
| A restraint should override this to compute the score and derivatives. More... | |
| virtual Restraints | do_create_current_decomposition () const |
| virtual Restraints | do_create_decomposition () const |
| ModelObjectsTemp | do_get_outputs () const |
| Protected Member Functions inherited from IMP::ModelObject | |
| virtual ModelObjectsTemps | do_get_interactions () const |
| virtual void | handle_set_has_required_score_states (bool) |
| Protected Member Functions inherited from IMP::Object | |
| Object (std::string name) | |
| Construct an object with the given name. More... | |
| virtual void | do_destroy () |
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Get any Particle, Container or other ModelObjects read by this during evaluation. If you read everything in a container, you can just return that container.
Implements IMP::ModelObject.
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Get information about the module and version of the object.
Reimplemented from IMP::Object.
Definition at line 66 of file NormalSigmaPCRestraint.h.