Index

_

_LRLDL (class in pyldl.algorithms) _PT (class in pyldl.algorithms) _S_LDL (class in pyldl.algorithms)

_SA (class in pyldl.algorithms) _update_V() (pyldl.algorithms._LRLDL method) _update_W() (pyldl.algorithms._LRLDL method) (pyldl.algorithms.LDL_LCLR method)

A

AA_BP (class in pyldl.algorithms) AA_KNN (class in pyldl.algorithms) accuracy() (in module pyldl.metrics)

ACPNN (class in pyldl.algorithms) Adam ADMM artificial() (in module pyldl.utils)

B

BaseEmphasisSelection (class in pyldl.applications.emphasis_selection) BaseFacialEmotionRecognition (class in pyldl.applications.facial_emotion_recognition) BaseGLD (class in pyldl.algorithms.base) BaseIncomLDL (class in pyldl.algorithms.base) BaseLDL (class in pyldl.algorithms.base) BaseLDLClassifier (class in pyldl.algorithms.base)

BaseLE (class in pyldl.algorithms.base) BaseLesionCounting (class in pyldl.applications.lesion_counting) BCPNN (class in pyldl.algorithms) BD_LDL (class in pyldl.algorithms) betainc() (in module pyldl.algorithms.utils) BFGS binaryzation() (in module pyldl.algorithms.utils)

C

cad() (in module pyldl.algorithms.loss_function_engineering) canberra() (in module pyldl.metrics) chebyshev() (in module pyldl.metrics) chi2() (in module pyldl.metrics) cjs() (in module pyldl.algorithms.loss_function_engineering)

clark() (in module pyldl.metrics) concentrated_loss() (in module pyldl.algorithms.loss_function_engineering) ConLE (class in pyldl.algorithms) cosine() (in module pyldl.metrics) CPNN (class in pyldl.algorithms)

D

Delta_LDL (class in pyldl.algorithms) DF_LDL (class in pyldl.algorithms) digamma() (in module pyldl.algorithms.utils) divisiveness_error() (in module pyldl.metrics)

DL_BiLSTM (class in pyldl.applications.emphasis_selection) download_dataset() (in module pyldl.utils) dpa() (in module pyldl.metrics) Duo_LDL (class in pyldl.algorithms)

E

emphasize() (in module pyldl.utils) error_probability() (in module pyldl.metrics)

estimate_alpha() (in module pyldl.algorithms.utils) euclidean() (in module pyldl.metrics) extract_ck_plus() (in module pyldl.applications.facial_emotion_recognition)

F

FCM (class in pyldl.algorithms)

fidelity() (in module pyldl.metrics)

G

gammaln() (in module pyldl.algorithms.utils) gaussian_noise() (in module pyldl.utils) GLD_BFGS (class in pyldl.algorithms)

GLD_KNN (class in pyldl.algorithms) GLD_SVR (class in pyldl.algorithms) GLLE (class in pyldl.algorithms)

H

hamming() (in module pyldl.metrics)

I

IIS IncomLDL (class in pyldl.algorithms)

intersection() (in module pyldl.metrics) inv_digamma() (in module pyldl.algorithms.utils)

J

jaccard() (in module pyldl.metrics) js_divergence() (in module pyldl.metrics)

jsd_dirichlet_expectation() (in module pyldl.metrics) jsd_dirichlet_variance() (in module pyldl.metrics)

K

kendall() (in module pyldl.metrics) kendallT() (in module pyldl.metrics)

kernel() (in module pyldl.algorithms.utils) kl_divergence() (in module pyldl.algorithms.utils) KM (class in pyldl.algorithms)

L

LALOT (class in pyldl.algorithms) LDL4C (class in pyldl.algorithms) LDL_ACNE (class in pyldl.applications.lesion_counting) LDL_ALSG (class in pyldl.applications.facial_emotion_recognition) LDL_DA (class in pyldl.algorithms) LDL_DPA (class in pyldl.algorithms) LDL_DPM (class in pyldl.algorithms) LDL_DVS (class in pyldl.algorithms) LDL_HR (class in pyldl.algorithms) LDL_HVLC (class in pyldl.algorithms) LDL_LCLR (class in pyldl.algorithms) LDL_LRR (class in pyldl.algorithms) LDL_SCL (class in pyldl.algorithms) LDLF (class in pyldl.algorithms) LDLLC (class in pyldl.algorithms)

LDLM (class in pyldl.algorithms) LDLogitBoost (class in pyldl.algorithms) LDLSF (class in pyldl.algorithms) LDSVR (class in pyldl.algorithms) LEVI (class in pyldl.algorithms) LIBLE (class in pyldl.algorithms) load_acne04() (in module pyldl.applications.lesion_counting) load_bu_3dfe() (in module pyldl.applications.facial_emotion_recognition) load_ck_plus() (in module pyldl.applications.facial_emotion_recognition) load_dataset() (in module pyldl.utils) load_glove() (in module pyldl.applications.emphasis_selection) load_jaffe() (in module pyldl.applications.facial_emotion_recognition) load_jaffe_single() (in module pyldl.applications.facial_emotion_recognition) load_semeval2020() (in module pyldl.applications.emphasis_selection) locass_proj() (in module pyldl.algorithms.utils) LP (class in pyldl.algorithms)

M

make_ldl() (in module pyldl.utils) match_m() (in module pyldl.metrics) max_roc_auc() (in module pyldl.metrics) MaxEnt

mean_absolute_error() (in module pyldl.metrics) mean_squared_error() (in module pyldl.metrics) ML (class in pyldl.algorithms) mu() (in module pyldl.metrics)

N

non_diagonal() (in module pyldl.algorithms.utils) normalize() (in module pyldl.algorithms.utils)

nu1() (in module pyldl.metrics) nu2() (in module pyldl.metrics) nu3() (in module pyldl.metrics)

O

ood_error() (in module pyldl.metrics)

P

pairwise_cosine() (in module pyldl.algorithms.utils) pairwise_euclidean() (in module pyldl.algorithms.utils) pairwise_pearsonr() (in module pyldl.algorithms.utils) plot_artificial() (in module pyldl.utils) precision() (in module pyldl.metrics)

preprocessing() (in module pyldl.applications.emphasis_selection) (in module pyldl.applications.lesion_counting) proj() (in module pyldl.algorithms.utils) PT_Bayes (class in pyldl.algorithms) PT_SVM (class in pyldl.algorithms)

Q

qfd2() (in module pyldl.algorithms.loss_function_engineering)

R

random_exchange() (in module pyldl.utils) random_missing() (in module pyldl.utils) regressor2ldl() (in module pyldl.utils)

RG4LDL (class in pyldl.algorithms) RKNN_LDL (class in pyldl.algorithms) RProp

S

S_CJS (class in pyldl.algorithms) S_KLD (class in pyldl.algorithms) S_LRR (class in pyldl.algorithms) S_QFD2 (class in pyldl.algorithms) S_SCL (class in pyldl.algorithms) SA_BFGS (class in pyldl.algorithms) SA_IIS (class in pyldl.algorithms) score() (in module pyldl.metrics) sensitivity() (in module pyldl.metrics) Shallow_S_LDL (class in pyldl.algorithms) shannon_entropy() (in module pyldl.algorithms.utils) SNEFY_LDL (class in pyldl.algorithms)

soft_thresholding() (in module pyldl.algorithms.utils) softmax() (in module pyldl.algorithms.utils) solvel21() (in module pyldl.algorithms.utils) sorensen() (in module pyldl.metrics) spearman() (in module pyldl.metrics) spearmanT() (in module pyldl.metrics) specificity() (in module pyldl.metrics) SSG_LDL (class in pyldl.algorithms) StructRF (class in pyldl.algorithms) StructRF.StructTree (class in pyldl.algorithms) subset_accuracy() (in module pyldl.metrics) svt() (in module pyldl.algorithms.utils)

T

TKLRLDL (class in pyldl.algorithms) TLRLDL (class in pyldl.algorithms)

top_k() (in module pyldl.metrics) trigamma() (in module pyldl.algorithms.utils)

U

unimodal_loss() (in module pyldl.algorithms.loss_function_engineering)

V

visualization() (in module pyldl.applications.emphasis_selection) (in module pyldl.applications.facial_emotion_recognition) (in module pyldl.applications.lesion_counting)

W

wave_hedges() (in module pyldl.metrics)

WInLDL (class in pyldl.algorithms) worst_kl_divergence() (in module pyldl.metrics)

Y

youden_index() (in module pyldl.metrics)

Z

zero_one_loss() (in module pyldl.metrics)