hpelm.tests package
Submodules
hpelm.tests.test_acceptance module
Created on Mon Oct 27 14:12:41 2014
@author: akusok
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class
hpelm.tests.test_acceptance.TestAcceptance(methodName='runTest')[source]
Bases: unittest.case.TestCase
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test_basic_elm_single_machine()[source]
Just run an ELM with sine function and check training MSE.
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test_xor_one_neuron_solved()[source]
ELM should be able to solve XOR problem.
hpelm.tests.test_corr_hpelm module
Copy of test_correctness.py
Created on Wed Sep 23 21:15:18 2015
@author: akusok
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class
hpelm.tests.test_corr_hpelm.TestCorrectness(methodName='runTest')[source]
Bases: unittest.case.TestCase
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makefile()[source]
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makeh5(data)[source]
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setUp()[source]
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tearDown()[source]
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test_AddDataAsyncToFile_MultipleAdditions()[source]
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test_AddDataAsyncToFile_SingleAddition()[source]
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test_AddDataToFile_MixedSequentialAsync()[source]
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test_AddDataToFile_MultipleAdditions()[source]
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test_AddDataToFile_SingleAddition()[source]
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test_AddNeurons_InitBias_BiasInModel()[source]
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test_AddNeurons_InitDefault_BiasWNotZero()[source]
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test_AddNeurons_InitTwiceBiasW_CorrectlyMerged()[source]
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test_AddNeurons_InitW_WInModel()[source]
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test_ClassificationError_Works()[source]
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test_DifferentNumberOfSamples_RaiseError()[source]
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test_HPELM_tprint()[source]
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test_LinearNeurons_DefaultMatrix_Identity()[source]
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test_LinearNeurons_MoreThanInputs_Truncated()[source]
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test_MultiLabelClassError_Works()[source]
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test_NonNumpyInputs_RaiseError()[source]
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test_NonNumpyTargets_RaiseError()[source]
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test_OneDimensionInputs_RunsCorrectly()[source]
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test_OneDimensionTargets2_RunsCorrectly()[source]
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test_OneDimensionTargets_RunsCorrectly()[source]
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test_PredictAsync_Works()[source]
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test_Predict_Works()[source]
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test_Project_Works()[source]
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test_RegressionError_Works()[source]
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test_SLFN_AddLinearNeurons_GotThem()[source]
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test_SLFN_AddNeuronsTwice_GotThem()[source]
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test_SLFN_AddRbfL1Neurons_GotThem()[source]
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test_SLFN_AddRbfL2Neurons_GotThem()[source]
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test_SLFN_AddRbfLinfNeurons_GotThem()[source]
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test_SLFN_AddSigmoidalNeurons_GotThem()[source]
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test_SLFN_AddTanhNeurons_GotThem()[source]
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test_SLFN_AddTwoNeuronTypes_GotThem()[source]
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test_SLFN_AddUfuncNeurons_GotThem()[source]
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test_SolveCorr_Works()[source]
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test_TrainAsyncIndexed_Works()[source]
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test_TrainAsyncWeighted_Works()[source]
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test_TrainAsync_Works()[source]
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test_TrainIcount_HasEffect()[source]
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test_TrainIcount_Works()[source]
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test_TrainIstart_HasEffect()[source]
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test_TrainIstart_Works()[source]
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test_TrainWithoutNeurons_RaiseError()[source]
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test_ValidationCorr_ReturnsConfusion()[source]
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test_ValidationCorr_Works()[source]
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test_WeightedClassError_Works()[source]
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test_WeightedClassification_DefaultWeightsWork()[source]
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test_WeightedClassification_Works()[source]
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test_WrongDimensionalityInputs_RaiseError()[source]
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test_WrongDimensionalityTargets_RaiseError()[source]
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test_ZeroInputs_RunsCorrectly()[source]
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tfiles = None
hpelm.tests.test_correctness module
Created on Mon Oct 27 14:12:41 2014
@author: akusok
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class
hpelm.tests.test_correctness.TestCorrectness(methodName='runTest')[source]
Bases: unittest.case.TestCase
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test_AddNeurons_InitBias_BiasInModel()[source]
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test_AddNeurons_InitDefault_BiasWNotZero()[source]
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test_AddNeurons_InitTwiceBiasW_CorrectlyMerged()[source]
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test_AddNeurons_InitW_WInModel()[source]
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test_ClassificationError_Works()[source]
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test_Classification_Works()[source]
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test_Classification_WorksCorreclty()[source]
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test_ConfusionELM_Classification()[source]
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test_ConfusionELM_Multilabel()[source]
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test_DifferentNumberOfSamples_RaiseError()[source]
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test_ELMWithBatch_SetsBatch()[source]
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test_ELM_SaveLoad()[source]
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test_InitELM_SetNorm()[source]
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test_LinearNeurons_DefaultMatrix_Identity()[source]
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test_LinearNeurons_MoreThanInputs_Truncated()[source]
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test_LoadELM_WrongFile()[source]
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test_MRSR2_Works()[source]
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test_MRSR_Works()[source]
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test_MultiLabelClassError_Works()[source]
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test_MultiLabelClassification_Works()[source]
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test_NonNumpyInputs_RaiseError()[source]
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test_NonNumpyTargets_RaiseError()[source]
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test_OneDimensionInputs_RunsCorrectly()[source]
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test_OneDimensionTargets2_RunsCorrectly()[source]
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test_OneDimensionTargets_RunsCorrectly()[source]
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test_PrecisionELM_UsesPrecision()[source]
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test_ProjectELM_WorksCorrectly()[source]
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test_RegressionError_Works()[source]
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test_SLFN_AddLinearNeurons_GotThem()[source]
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test_SLFN_AddNeuronsTwice_GotThem()[source]
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test_SLFN_AddRbfL1Neurons_GotThem()[source]
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test_SLFN_AddRbfL2Neurons_GotThem()[source]
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test_SLFN_AddRbfLinfNeurons_GotThem()[source]
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test_SLFN_AddSigmoidalNeurons_GotThem()[source]
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test_SLFN_AddTanhNeurons_GotThem()[source]
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test_SLFN_AddTwoNeuronTypes_GotThem()[source]
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test_SLFN_AddUfuncNeurons_GotThem()[source]
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test_SaveELM_WrongFile()[source]
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test_StrCustomNeurons_DisplaysName()[source]
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test_Str_Works()[source]
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test_TrainWithBatch_OverwritesBatch()[source]
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test_TrainWithoutNeurons_RaiseError()[source]
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test_WeightedClassError_Works()[source]
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test_WeightedClassification_ClassWithLargerWeightWins()[source]
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test_WeightedClassification_DefaultWeightsWork()[source]
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test_WeightedClassification_Works()[source]
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test_WrongDimensionalityInputs_RaiseError()[source]
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test_WrongDimensionalityTargets_RaiseError()[source]
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test_ZeroInputs_RunsCorrectly()[source]
hpelm.tests.unittest_elm module
Created on Tue Mar 15 22:04:41 2016
@author: akusok
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class
hpelm.tests.unittest_elm.TestCorrectness(methodName='runTest')[source]
Bases: unittest.case.TestCase
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test_AddNeurons_WorksWithLongType()[source]
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test_ClassificationError_CorrectWithMultipleClasses()[source]
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test_CrossValidation_ReturnsError()[source]
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test_LOO_CanSelectMoreThanOneNeuron()[source]
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test_LOOandOP_CanSelectMoreThanOneNeuron()[source]
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test_MultilabelError_CorrectWithMultipleClasses()[source]
hpelm.tests.unittest_hpelm module
Created on Tue Mar 15 22:06:28 2016
@author: akusok
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class
hpelm.tests.unittest_hpelm.TestHPELM(methodName='runTest')[source]
Bases: unittest.case.TestCase
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setUp()[source]
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tearDown()[source]
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test_ClassificationError_CorrectWithMultipleClasses()[source]
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test_MultilabelError_CorrectWithMultipleClasses()[source]
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test_SaveEmptyModel_CanLoad()[source]
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class
hpelm.tests.unittest_hpelm.TestParallelELM(methodName='runTest')[source]
Bases: unittest.case.TestCase
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setUp()[source]
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tearDown()[source]
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test_ParallelBasicPython_Works()[source]
Module contents
Created on Sat Oct 18 17:50:02 2014
@author: akusok