TransportMaps.tests.test_transportmaps

Module Contents

Classes

TransportMap_DerivativeChecks
OnTheFly_TM_DerivativeChecks	Special test definitions for evaluation on-the-fly
OnTheFly_InverseTM_DerivativeChecks
OnTheFly_CompositeTM_DerivativeChecks	Special test definitions for evaluation on-the-fly
Precomp_TM_DerivativeChecks	Special test definitions with precomputed Vandermonde matrices.
PrecompUni_TM_DerivativeChecks	Precompute uni-variate Vandermonde matrices
PrecompMulti_TM_DerivativeChecks	Precompute multi-variate Vandermonde matrices
LinearTM
IntegratedExponentialTTM	Integrated exponential approximation
CommonBasisIntegratedExponentialTTM	Integrated exponential approximation
TotOrdIntegratedExponentialTTM	Integrated exponential approximation
CommonBasisTotOrdIntegratedExponentialTTM	Integrated exponential approximation
IntegratedSquaredTTM	Integrated squared approximation
TotOrdIntegratedSquaredTTM	Integrated squared approximation
IntegratedSquaredRBFTTM	Integrated squared approximation
LinearSpanTTM	Linear span approximation
CommonBasisLinearSpanTTM	Linear span approximation
TotOrdLinearSpanTTM	Linear span approximation
CommonBasisTotOrdLinearSpanTTM	Linear span approximation
InverseCommonBasisTotOrdIntegratedExponentialTTM
InverseTotOrdIntegratedSquaredTTM
CompositeCommonBasisTotOrdIntegratedExponentialTTM
ListCompositeCommonBasisTotOrdIntegratedExponentialTTM
OnTheFly_LinearTM_DerivativeChecks	Special test definitions for evaluation on-the-fly
OnTheFly_LinearSpanTM_DerivativeChecks	Linear span approximation
PrecompUni_LinearSpanTM_DerivativeChecks	Linear span approximation
PrecompMulti_LinearSpanTM_DerivativeChecks	Linear span approximation
OnTheFly_CommonBasisLinearSpanTM_DerivativeChecks	Linear span approximation
PrecompUni_CommonBasisLinearSpanTM_DerivativeChecks	Linear span approximation
OnTheFly_TotOrdLinearSpanTM_DerivativeChecks	Linear span approximation
PrecompUni_TotOrdLinearSpanTM_DerivativeChecks	Linear span approximation
PrecompMulti_TotOrdLinearSpanTM_DerivativeChecks	Linear span approximation
OnTheFly_CommonBasisTotOrdLinearSpanTM_DerivativeChecks	Linear span approximation
PrecompUni_CommonBasisTotOrdLinearSpanTM_DerivativeChecks	Linear span approximation
OnTheFly_IntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompUni_IntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompMulti_IntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
OnTheFly_CommonBasisIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompUni_CommonBasisIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
OnTheFly_TotOrdIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompUni_TotOrdIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompMulti_TotOrdIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
OnTheFly_CommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
PrecompUni_CommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks	Integrated exponential approximation
OnTheFly_InverseCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks	A class whose instances are single test cases.
OnTheFly_CompositeCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks	Special test definitions for evaluation on-the-fly
OnTheFly_ListCompositeCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks	Special test definitions for evaluation on-the-fly
OnTheFly_IntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
PrecompUni_IntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
PrecompMulti_IntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
OnTheFly_TotOrdIntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
PrecompUni_TotOrdIntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
PrecompMulti_TotOrdIntegratedSquaredTM_DerivativeChecks	Integrated squared approximation
OnTheFly_IntegratedSquaredRBFTM_DerivativeChecks	Integrated squared approximation
PrecompUni_IntegratedSquaredRBFTM_DerivativeChecks	Integrated squared approximation
PrecompMulti_IntegratedSquaredRBFTM_DerivativeChecks	Integrated squared approximation

Functions

build_suite([ttype])
run_tests([ttype, failfast])

Attributes

MPI_SUPPORT

TransportMaps.tests.test_transportmaps.MPI_SUPPORT = True

class TransportMaps.tests.test_transportmaps.TransportMap_DerivativeChecks

Bases: object

setUp()

test_grad_a()

test_hess_a()

test_action_hess_a()

test_grad_a_partial_xd()

test_grad_a_log_det_grad_x()

test_hess_a_log_det_grad_x()

test_action_hess_a_log_det_grad_x()

test_inverse()

test_grad_a_inverse()

class TransportMaps.tests.test_transportmaps.OnTheFly_TM_DerivativeChecks

Bases: TransportMap_DerivativeChecks

Special test definitions for evaluation on-the-fly

test_test_gradients()

test_grad_x()

test_grad_x_inverse()

test_hess_x()

test_action_hess_x()

test_grad_a_grad_x()

test_grad_a_hess_x()

test_log_det_grad_x()

test_grad_x_log_det_grad_x()

test_hess_x_log_det_grad_x()

test_action_hess_x_log_det_grad_x()

test_log_det_grad_x_inverse()

test_grad_a_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.OnTheFly_InverseTM_DerivativeChecks

Bases: TransportMap_DerivativeChecks

test_grad_x_inverse()

test_grad_a_inverse()

test_grad_a()

test_hess_a()

test_action_hess_a()

test_grad_a_log_det_grad_x()

test_hess_a_log_det_grad_x()

test_action_hess_a_log_det_grad_x()

test_grad_a_partial_xd()

test_grad_a_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.OnTheFly_CompositeTM_DerivativeChecks

Bases: OnTheFly_TM_DerivativeChecks

Special test definitions for evaluation on-the-fly

test_grad_a()

test_hess_a()

test_action_hess_a()

test_grad_a_inverse()

test_grad_a_grad_x()

test_grad_a_hess_x()

test_grad_a_log_det_grad_x()

test_hess_a_log_det_grad_x()

test_action_hess_a_log_det_grad_x()

test_grad_a_partial_xd()

test_grad_a_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.Precomp_TM_DerivativeChecks

Bases: TransportMap_DerivativeChecks

Special test definitions with precomputed Vandermonde matrices.

test_grad_x()

test_hess_x()

test_action_hess_x()

test_grad_x_log_det_grad_x()

test_hess_x_log_det_grad_x()

test_action_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.PrecompUni_TM_DerivativeChecks

Bases: Precomp_TM_DerivativeChecks

Precompute uni-variate Vandermonde matrices

setUp()

class TransportMaps.tests.test_transportmaps.PrecompMulti_TM_DerivativeChecks

Bases: Precomp_TM_DerivativeChecks

Precompute multi-variate Vandermonde matrices

setUp()

class TransportMaps.tests.test_transportmaps.LinearTM

Bases: object

build_tm_approx()

class TransportMaps.tests.test_transportmaps.IntegratedExponentialTTM

Bases: object

Integrated exponential approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.CommonBasisIntegratedExponentialTTM

Bases: object

Integrated exponential approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.TotOrdIntegratedExponentialTTM

Bases: object

Integrated exponential approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.CommonBasisTotOrdIntegratedExponentialTTM

Bases: object

Integrated exponential approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.IntegratedSquaredTTM

Bases: object

Integrated squared approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.TotOrdIntegratedSquaredTTM

Bases: object

Integrated squared approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.IntegratedSquaredRBFTTM

Bases: object

Integrated squared approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.LinearSpanTTM

Bases: object

Linear span approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.CommonBasisLinearSpanTTM

Bases: object

Linear span approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.TotOrdLinearSpanTTM

Bases: object

Linear span approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.CommonBasisTotOrdLinearSpanTTM

Bases: object

Linear span approximation

build_tm_approx()

class TransportMaps.tests.test_transportmaps.InverseCommonBasisTotOrdIntegratedExponentialTTM

Bases: object

build_tm_approx()

class TransportMaps.tests.test_transportmaps.InverseTotOrdIntegratedSquaredTTM

Bases: object

build_tm_approx()

class TransportMaps.tests.test_transportmaps.CompositeCommonBasisTotOrdIntegratedExponentialTTM

Bases: object

build_tm_approx()

class TransportMaps.tests.test_transportmaps.ListCompositeCommonBasisTotOrdIntegratedExponentialTTM

Bases: object

build_tm_approx()

class TransportMaps.tests.test_transportmaps.OnTheFly_LinearTM_DerivativeChecks(methodName='runTest')

Bases: LinearTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Special test definitions for evaluation on-the-fly

test_grad_a()

test_hess_a()

test_action_hess_a()

test_tuple_grad_a()

test_grad_a_partial_xd()

test_grad_a_log_det_grad_x()

test_hess_a_log_det_grad_x()

test_action_hess_a_log_det_grad_x()

test_grad_a_inverse()

test_grad_a_grad_x()

test_grad_a_hess_x()

test_grad_a_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.OnTheFly_LinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: LinearSpanTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompUni_LinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: LinearSpanTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompMulti_LinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: LinearSpanTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

class TransportMaps.tests.test_transportmaps.OnTheFly_CommonBasisLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisLinearSpanTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompUni_CommonBasisLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisLinearSpanTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.OnTheFly_TotOrdLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdLinearSpanTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompUni_TotOrdLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdLinearSpanTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompMulti_TotOrdLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdLinearSpanTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.OnTheFly_CommonBasisTotOrdLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisTotOrdLinearSpanTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.PrecompUni_CommonBasisTotOrdLinearSpanTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisTotOrdLinearSpanTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Linear span approximation

test_inverse()

test_grad_a_inverse()

test_grad_x_inverse()

test_log_det_grad_x_inverse()

class TransportMaps.tests.test_transportmaps.OnTheFly_IntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedExponentialTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_IntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedExponentialTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompMulti_IntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedExponentialTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_CommonBasisIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisIntegratedExponentialTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_CommonBasisIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisIntegratedExponentialTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_TotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedExponentialTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_TotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedExponentialTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompMulti_TotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedExponentialTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_CommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisTotOrdIntegratedExponentialTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_CommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: CommonBasisTotOrdIntegratedExponentialTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated exponential approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_InverseCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: InverseCommonBasisTotOrdIntegratedExponentialTTM, OnTheFly_InverseTM_DerivativeChecks, unittest.TestCase

A class whose instances are single test cases.

By default, the test code itself should be placed in a method named ‘runTest’.

If the fixture may be used for many test cases, create as many test methods as are needed. When instantiating such a TestCase subclass, specify in the constructor arguments the name of the test method that the instance is to execute.

Test authors should subclass TestCase for their own tests. Construction and deconstruction of the test’s environment (‘fixture’) can be implemented by overriding the ‘setUp’ and ‘tearDown’ methods respectively.

If it is necessary to override the __init__ method, the base class __init__ method must always be called. It is important that subclasses should not change the signature of their __init__ method, since instances of the classes are instantiated automatically by parts of the framework in order to be run.

When subclassing TestCase, you can set these attributes: * failureException: determines which exception will be raised when

the instance’s assertion methods fail; test methods raising this exception will be deemed to have ‘failed’ rather than ‘errored’.

• longMessage: determines whether long messages (including repr of

  objects used in assert methods) will be printed on failure in addition to any explicit message passed.

• maxDiff: sets the maximum length of a diff in failure messages

  by assert methods using difflib. It is looked up as an instance attribute so can be configured by individual tests if required.

class TransportMaps.tests.test_transportmaps.OnTheFly_CompositeCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: CompositeCommonBasisTotOrdIntegratedExponentialTTM, OnTheFly_CompositeTM_DerivativeChecks, unittest.TestCase

Special test definitions for evaluation on-the-fly

class TransportMaps.tests.test_transportmaps.OnTheFly_ListCompositeCommonBasisTotOrdIntegratedExponentialTM_DerivativeChecks(methodName='runTest')

Bases: ListCompositeCommonBasisTotOrdIntegratedExponentialTTM, OnTheFly_CompositeTM_DerivativeChecks, unittest.TestCase

Special test definitions for evaluation on-the-fly

test_hess_x_log_det_grad_x()

test_action_hess_x_log_det_grad_x()

class TransportMaps.tests.test_transportmaps.OnTheFly_IntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_IntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompMulti_IntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_TotOrdIntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedSquaredTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_TotOrdIntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedSquaredTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompMulti_TotOrdIntegratedSquaredTM_DerivativeChecks(methodName='runTest')

Bases: TotOrdIntegratedSquaredTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.OnTheFly_IntegratedSquaredRBFTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredRBFTTM, OnTheFly_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompUni_IntegratedSquaredRBFTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredRBFTTM, PrecompUni_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

class TransportMaps.tests.test_transportmaps.PrecompMulti_IntegratedSquaredRBFTM_DerivativeChecks(methodName='runTest')

Bases: IntegratedSquaredRBFTTM, PrecompMulti_TM_DerivativeChecks, unittest.TestCase

Integrated squared approximation

TransportMaps.tests.test_transportmaps.build_suite(ttype='all')

TransportMaps.tests.test_transportmaps.run_tests(ttype='serial', failfast=False)