hpelm
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Running HP-ELM in parallel
Library Reference
hpelm
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B
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C
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E
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L
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M
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N
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R
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S
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T
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V
A
add_batch() (hpelm.nnets.slfn.SLFN method)
,
[1]
(hpelm.nnets.slfn_python.SLFNPython method)
,
[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
add_data() (hpelm.elm.ELM method)
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[1]
(hpelm.hp_elm.HPELM method)
,
[1]
add_data_async() (hpelm.hp_elm.HPELM method)
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[1]
add_neurons() (hpelm.elm.ELM method)
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[1]
(hpelm.nnets.slfn.SLFN method)
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[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
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[1]
B
B (hpelm.nnets.slfn.SLFN attribute)
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[1]
C
confusion() (hpelm.elm.ELM method)
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[1]
E
ELM (class in hpelm.elm)
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[1]
error() (hpelm.elm.ELM method)
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[1]
(hpelm.hp_elm.HPELM method)
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[1]
F
fix_affinity() (hpelm.nnets.slfn.SLFN method)
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[1]
flist (hpelm.elm.ELM attribute)
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[1]
(hpelm.hp_elm.HPELM attribute)
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[1]
func (hpelm.nnets.slfn.SLFN attribute)
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[1]
G
get_B() (hpelm.nnets.slfn.SLFN method)
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[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
get_corr() (hpelm.nnets.slfn.SLFN method)
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[1]
(hpelm.nnets.slfn_python.SLFNPython method)
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[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
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[1]
get_neurons() (hpelm.nnets.slfn.SLFN method)
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[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
H
HPELM (class in hpelm.hp_elm)
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[1]
hpelm (module)
hpelm.elm (module)
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[1]
hpelm.hp_elm (module)
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[1]
hpelm.modules (module)
hpelm.modules.hdf5_tools (module)
,
[1]
hpelm.modules.mrsr (module)
,
[1]
hpelm.modules.mrsr2 (module)
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[1]
hpelm.modules.rbf_param (module)
hpelm.mss_cv (module)
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[1]
hpelm.mss_loo (module)
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[1]
hpelm.mss_v (module)
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[1]
hpelm.nnets (module)
hpelm.nnets.slfn (module)
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[1]
hpelm.nnets.slfn_python (module)
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[1]
hpelm.nnets.slfn_skcuda (module)
,
[1]
hpelm.tests (module)
hpelm.tests.test_acceptance (module)
hpelm.tests.test_corr_hpelm (module)
hpelm.tests.test_correctness (module)
hpelm.tests.unittest_elm (module)
hpelm.tests.unittest_hpelm (module)
L
load() (hpelm.elm.ELM method)
,
[1]
M
make_hdf5() (in module hpelm.modules.hdf5_tools)
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[1]
makefile() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
makeh5() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
mrsr() (in module hpelm.modules.mrsr)
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[1]
mrsr2() (in module hpelm.modules.mrsr2)
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[1]
N
neurons (hpelm.nnets.slfn.SLFN attribute)
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[1]
nnet (hpelm.elm.ELM attribute)
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[1]
(hpelm.hp_elm.HPELM attribute)
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[1]
normalize_hdf5() (in module hpelm.modules.hdf5_tools)
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[1]
P
predict() (hpelm.elm.ELM method)
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[1]
(hpelm.hp_elm.HPELM method)
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[1]
predict_async() (hpelm.hp_elm.HPELM method)
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[1]
project() (hpelm.elm.ELM method)
,
[1]
(hpelm.hp_elm.HPELM method)
,
[1]
R
rbf_param() (in module hpelm.modules.rbf_param)
reset() (hpelm.nnets.slfn.SLFN method)
,
[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
S
save() (hpelm.elm.ELM method)
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[1]
set_B() (hpelm.nnets.slfn.SLFN method)
,
[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
set_corr() (hpelm.nnets.slfn.SLFN method)
,
[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
setUp() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.unittest_hpelm.TestHPELM method)
(hpelm.tests.unittest_hpelm.TestParallelELM method)
SLFN (class in hpelm.nnets.slfn)
,
[1]
SLFNPython (class in hpelm.nnets.slfn_python)
,
[1]
SLFNSkCUDA (class in hpelm.nnets.slfn_skcuda)
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[1]
solve() (hpelm.nnets.slfn.SLFN method)
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[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
solve_corr() (hpelm.hp_elm.HPELM method)
,
[1]
(hpelm.nnets.slfn.SLFN method)
,
[1]
(hpelm.nnets.slfn_python.SLFNPython method)
,
[1]
(hpelm.nnets.slfn_skcuda.SLFNSkCUDA method)
,
[1]
T
tearDown() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.unittest_hpelm.TestHPELM method)
(hpelm.tests.unittest_hpelm.TestParallelELM method)
test_AddDataAsyncToFile_MultipleAdditions() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_AddDataAsyncToFile_SingleAddition() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_AddDataToFile_MixedSequentialAsync() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_AddDataToFile_MultipleAdditions() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_AddDataToFile_SingleAddition() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_AddNeurons_InitBias_BiasInModel() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_AddNeurons_InitDefault_BiasWNotZero() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_AddNeurons_InitTwiceBiasW_CorrectlyMerged() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_AddNeurons_InitW_WInModel() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_AddNeurons_WorksWithLongType() (hpelm.tests.unittest_elm.TestCorrectness method)
test_basic_elm_single_machine() (hpelm.tests.test_acceptance.TestAcceptance method)
test_Classification_Works() (hpelm.tests.test_correctness.TestCorrectness method)
test_Classification_WorksCorreclty() (hpelm.tests.test_correctness.TestCorrectness method)
test_ClassificationError_CorrectWithMultipleClasses() (hpelm.tests.unittest_elm.TestCorrectness method)
(hpelm.tests.unittest_hpelm.TestHPELM method)
test_ClassificationError_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_ConfusionELM_Classification() (hpelm.tests.test_correctness.TestCorrectness method)
test_ConfusionELM_Multilabel() (hpelm.tests.test_correctness.TestCorrectness method)
test_CrossValidation_ReturnsError() (hpelm.tests.unittest_elm.TestCorrectness method)
test_DifferentNumberOfSamples_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_ELM_SaveLoad() (hpelm.tests.test_correctness.TestCorrectness method)
test_ELMWithBatch_SetsBatch() (hpelm.tests.test_correctness.TestCorrectness method)
test_HPELM_tprint() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_InitELM_SetNorm() (hpelm.tests.test_correctness.TestCorrectness method)
test_LinearNeurons_DefaultMatrix_Identity() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_LinearNeurons_MoreThanInputs_Truncated() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_LoadELM_WrongFile() (hpelm.tests.test_correctness.TestCorrectness method)
test_LOO_CanSelectMoreThanOneNeuron() (hpelm.tests.unittest_elm.TestCorrectness method)
test_LOOandOP_CanSelectMoreThanOneNeuron() (hpelm.tests.unittest_elm.TestCorrectness method)
test_MRSR2_Works() (hpelm.tests.test_correctness.TestCorrectness method)
test_MRSR_Works() (hpelm.tests.test_correctness.TestCorrectness method)
test_MultiLabelClassError_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_MultiLabelClassification_Works() (hpelm.tests.test_correctness.TestCorrectness method)
test_MultilabelError_CorrectWithMultipleClasses() (hpelm.tests.unittest_elm.TestCorrectness method)
(hpelm.tests.unittest_hpelm.TestHPELM method)
test_NonNumpyInputs_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_NonNumpyTargets_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_OneDimensionInputs_RunsCorrectly() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_OneDimensionTargets2_RunsCorrectly() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_OneDimensionTargets_RunsCorrectly() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_ParallelBasicPython_Works() (hpelm.tests.unittest_hpelm.TestParallelELM method)
test_PrecisionELM_UsesPrecision() (hpelm.tests.test_correctness.TestCorrectness method)
test_Predict_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_PredictAsync_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_Project_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_ProjectELM_WorksCorrectly() (hpelm.tests.test_correctness.TestCorrectness method)
test_RegressionError_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SaveELM_WrongFile() (hpelm.tests.test_correctness.TestCorrectness method)
test_SaveEmptyModel_CanLoad() (hpelm.tests.unittest_hpelm.TestHPELM method)
test_SLFN_AddLinearNeurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddNeuronsTwice_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddRbfL1Neurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddRbfL2Neurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddRbfLinfNeurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddSigmoidalNeurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddTanhNeurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddTwoNeuronTypes_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SLFN_AddUfuncNeurons_GotThem() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_SolveCorr_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_Str_Works() (hpelm.tests.test_correctness.TestCorrectness method)
test_StrCustomNeurons_DisplaysName() (hpelm.tests.test_correctness.TestCorrectness method)
test_TrainAsync_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainAsyncIndexed_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainAsyncWeighted_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainIcount_HasEffect() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainIcount_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainIstart_HasEffect() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainIstart_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_TrainWithBatch_OverwritesBatch() (hpelm.tests.test_correctness.TestCorrectness method)
test_TrainWithoutNeurons_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_ValidationCorr_ReturnsConfusion() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_ValidationCorr_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
test_WeightedClassError_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_WeightedClassification_ClassWithLargerWeightWins() (hpelm.tests.test_correctness.TestCorrectness method)
test_WeightedClassification_DefaultWeightsWork() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_WeightedClassification_Works() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_WrongDimensionalityInputs_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_WrongDimensionalityTargets_RaiseError() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
test_xor_one_neuron_solved() (hpelm.tests.test_acceptance.TestAcceptance method)
test_ZeroInputs_RunsCorrectly() (hpelm.tests.test_corr_hpelm.TestCorrectness method)
(hpelm.tests.test_correctness.TestCorrectness method)
TestAcceptance (class in hpelm.tests.test_acceptance)
TestCorrectness (class in hpelm.tests.test_corr_hpelm)
(class in hpelm.tests.test_correctness)
(class in hpelm.tests.unittest_elm)
TestHPELM (class in hpelm.tests.unittest_hpelm)
TestParallelELM (class in hpelm.tests.unittest_hpelm)
tfiles (hpelm.tests.test_corr_hpelm.TestCorrectness attribute)
train() (hpelm.elm.ELM method)
,
[1]
(hpelm.hp_elm.HPELM method)
,
[1]
train_async() (hpelm.hp_elm.HPELM method)
,
[1]
train_cv() (in module hpelm.mss_cv)
,
[1]
train_loo() (in module hpelm.mss_loo)
,
[1]
train_v() (in module hpelm.mss_v)
,
[1]
V
validation_corr() (hpelm.hp_elm.HPELM method)
,
[1]
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