Index

A

Activation (class in ecopann.sequence) activation() (in module ecopann.element) additional_loss() (in module ecopann.train)

additional_loss_2() (in module ecopann.train) avgPool1d() (in module ecopann.element) avgPool2d() (in module ecopann.element) avgPool3d() (in module ecopann.element)

B

BatchNorm (class in ecopann.sequence) best_median() (ecopann.space_updater.Chains static method)

best_mode() (ecopann.space_updater.Chains static method) bestFit() (ecopann.space_updater.Chains static method)

C

call_GPU() (ecopann.train.Train method) celu() (in module ecopann.element) Chains (class in ecopann.space_updater) check_GPU() (ecopann.train.Train method) check_limit() (ecopann.space_updater.CheckParameterSpace static method)

CheckParameterSpace (class in ecopann.space_updater) cov_matrix() (ecopann.space_updater.Chains static method) cpu2cuda() (in module ecopann.data_processor) cuda2numpy() (in module ecopann.data_processor) cuda2torch() (in module ecopann.data_processor)

D

decreasingNode() (in module ecopann.nodeframe) Dropout (class in ecopann.sequence)

dropout() (in module ecopann.element) dropout2d() (in module ecopann.element) dropout3d() (in module ecopann.element)

E

ecopann.cosmic_params (module) ecopann.data_processor (module) ecopann.element (module) ecopann.fcnet (module) ecopann.nodeframe (module) ecopann.optimize (module) ecopann.sequence (module) ecopann.space_updater (module)

ecopann.train (module) ecopann.utils (module) elu() (in module ecopann.element) ELU_1 (class in ecopann.element) elu_1() (in module ecopann.element) error_devs (ecopann.space_updater.UpdateParameterSpace attribute) error_devs() (ecopann.space_updater.Chains static method) exp() (ecopann.optimize.LrDecay method)

F

FcNet (class in ecopann.fcnet) flush() (ecopann.utils.Logger method) forward() (ecopann.element.ELU_1 method) (ecopann.element.Sigmoid_1 method) (ecopann.element.Softplus_1 method) (ecopann.element.Softplus_2 method) (ecopann.fcnet.FcNet method) (ecopann.fcnet.MultiBranchFcNet method)

G

get_cov() (in module ecopann.space_updater) get_CovMatrix() (in module ecopann.space_updater)

get_dropout() (in module ecopann.element) get_seq() (ecopann.sequence.LinearSeq method)

I

inverseNorm() (ecopann.data_processor.InverseNormalize method)

InverseNormalize (class in ecopann.data_processor) inverseScaling() (ecopann.data_processor.ParamsScaling method)

L

labels (ecopann.cosmic_params.ParamsProperty attribute) leakyrelu() (in module ecopann.element) limited_spaceSigma_all() (ecopann.space_updater.UpdateParameterSpace method) LinearSeq (class in ecopann.sequence)

Logger (class in ecopann.utils) logger() (in module ecopann.utils) logsigmoid() (in module ecopann.element) loss_funcs() (in module ecopann.train) LrDecay (class in ecopann.optimize)

M

makeList() (in module ecopann.utils) maxPool1d() (in module ecopann.element) maxPool2d() (in module ecopann.element) maxPool3d() (in module ecopann.element) mean (ecopann.data_processor.Statistic attribute)

mean() (ecopann.data_processor.InverseNormalize method) (ecopann.data_processor.Normalize method) minmax() (ecopann.data_processor.InverseNormalize method) (ecopann.data_processor.Normalize method) mkdir() (in module ecopann.utils) MultiBranchFcNet (class in ecopann.fcnet)

N

norm() (ecopann.data_processor.Normalize method) Normalize (class in ecopann.data_processor)

numpy2cuda() (in module ecopann.data_processor) numpy2torch() (in module ecopann.data_processor)

P

param_devs (ecopann.space_updater.UpdateParameterSpace attribute) param_devs() (ecopann.space_updater.Chains static method) param_fullNames (ecopann.cosmic_params.ParamsProperty attribute) params_dict_zoo() (in module ecopann.cosmic_params) params_limit (ecopann.cosmic_params.ParamsProperty attribute) params_n() (ecopann.space_updater.Chains static method) params_space() (ecopann.space_updater.UpdateParameterSpace method)

ParamsProperty (class in ecopann.cosmic_params) ParamsScaling (class in ecopann.data_processor) pdf_1() (in module ecopann.space_updater) poly() (ecopann.optimize.LrDecay method) Pooling (class in ecopann.sequence) pooling() (in module ecopann.element) prelu() (in module ecopann.element) print_learningRange() (ecopann.space_updater.UpdateParameterSpace method)

R

relu() (in module ecopann.element) relu6() (in module ecopann.element)

reshape_chain() (ecopann.space_updater.Chains static method) rrelu() (in module ecopann.element)

S

savenpy() (in module ecopann.utils) saveTorchPt() (in module ecopann.utils) savetxt() (in module ecopann.utils) scaling() (ecopann.data_processor.ParamsScaling method) selu() (in module ecopann.element) seq_name() (ecopann.sequence.SeqName method) SeqName (class in ecopann.sequence) sigma() (ecopann.space_updater.Chains static method) sigmoid() (in module ecopann.element) Sigmoid_1 (class in ecopann.element) sigmoid_1() (in module ecopann.element) silu() (in module ecopann.element) simiIdx() (ecopann.train.SimilarityIdx method) simiIdx_2() (ecopann.train.SimilarityIdx method) SimilarityIdx (class in ecopann.train)

small_dev() (ecopann.space_updater.UpdateParameterSpace method) softplus() (in module ecopann.element) Softplus_1 (class in ecopann.element) softplus_1() (in module ecopann.element) Softplus_2 (class in ecopann.element) softplus_2() (in module ecopann.element) softsign() (in module ecopann.element) spaceSigma_all (ecopann.space_updater.UpdateParameterSpace attribute) spaceSigma_max (ecopann.space_updater.UpdateParameterSpace attribute) spaceSigma_min (ecopann.space_updater.UpdateParameterSpace attribute) split_nodes() (in module ecopann.fcnet) Statistic (class in ecopann.data_processor) statistic() (ecopann.data_processor.Statistic method) std (ecopann.data_processor.Statistic attribute) step() (ecopann.optimize.LrDecay method)

T

tanh() (in module ecopann.element) tanhshrink() (in module ecopann.element) torch2cuda() (in module ecopann.data_processor) torch2numpy() (in module ecopann.data_processor)

Train (class in ecopann.train) train_0() (ecopann.train.Train method) train_1() (ecopann.train.Train method) transfer_data() (ecopann.train.Train method) transfer_net() (ecopann.train.Train method)

U

UpdateParameterSpace (class in ecopann.space_updater)

W

write() (ecopann.utils.Logger method)

X

xmax (ecopann.data_processor.Statistic attribute)

xmin (ecopann.data_processor.Statistic attribute)

Z

z_score() (ecopann.data_processor.InverseNormalize method) (ecopann.data_processor.Normalize method)