Index

A

accuracy() (in module mlpy) active() (mlpy.LARS method) alpha() (mlpy.KernelRidge method) (mlpy.KFDAC method) (mlpy.Parzen method) (mlpy.mlpy.KernelAdatron.KernelAdatron method)

auc_wmw() (in module mlpy) autoscales() (in module mlpy.wavelet)

B

b() (mlpy.KernelRidge method) (mlpy.KFDAC method) (mlpy.Parzen method) beta() (mlpy.ElasticNet method) (mlpy.LARS method) (mlpy.OLS method) (mlpy.PLS method) (mlpy.Ridge method) beta0() (mlpy.ElasticNet method) (mlpy.LARS method) (mlpy.OLS method) (mlpy.PLS method) (mlpy.Ridge method)

bias() (mlpy.ElasticNetC method) (mlpy.LDAC method) (mlpy.Perceptron method) (mlpy.mlpy.LibLinear.LibLinear method) bootstrap_ci() (in module mlpy) borda_count() (in module mlpy)

C

canberra() (in module mlpy) canberra_location() (in module mlpy) canberra_location_expected() (in module mlpy) canberra_stability() (in module mlpy) coeff() (mlpy.KFDA method) (mlpy.KPCA method) (mlpy.LDA method) (mlpy.PCA method) (mlpy.PCAFast method) (mlpy.SRDA method) coeff_inv() (mlpy.PCA method) (mlpy.PCAFast method)

cut() (mlpy.HCluster method) (mlpy.MFastHCluster method) cv_all() (in module mlpy) cv_kfold() (in module mlpy) cv_random() (in module mlpy) cwt() (in module mlpy.wavelet)

D

DLDA (class in mlpy) dprime() (mlpy.DLDA method)

dwt() (in module mlpy.wavelet)

E

ElasticNet (class in mlpy) elasticnet_base() (in module mlpy) ElasticNetC (class in mlpy) err() (mlpy.Perceptron method) error() (in module mlpy)

error_n() (in module mlpy) error_p() (in module mlpy) est() (mlpy.LARS method) evals() (mlpy.KPCA method) (mlpy.PCA method)

F

findpeaks_dist() (in module mlpy) findpeaks_win() (in module mlpy)

fourier_from_scales() (in module mlpy.wavelet)

G

Golub (class in mlpy)

H

HCluster (class in mlpy)

I

icwt() (in module mlpy.wavelet) idwt() (in module mlpy.wavelet) IRelief (class in mlpy)

iters() (mlpy.ElasticNet method) (mlpy.Perceptron method) iuwt() (in module mlpy.wavelet)

K

Kernel (class in mlpy) kernel_center() (in module mlpy) kernel_exponential() (in module mlpy) kernel_gaussian() (in module mlpy) kernel_linear() (in module mlpy) kernel_polynomial() (in module mlpy) kernel_sigmoid() (in module mlpy) KernelExponential (class in mlpy) KernelGaussian (class in mlpy)

KernelLinear (class in mlpy) KernelPolynomial (class in mlpy) KernelRidge (class in mlpy) KernelSigmoid (class in mlpy) KFDA (class in mlpy) KFDAC (class in mlpy) kmeans() (in module mlpy) KPCA (class in mlpy)

L

label_nsv() (mlpy.mlpy.LibSvm.LibSvm method) labels() (mlpy.DLDA method) (mlpy.ElasticNetC method) (mlpy.Golub method) (mlpy.KFDAC method) (mlpy.LDAC method) (mlpy.Parzen method) (mlpy.Perceptron method) (mlpy.mlpy.ClassTree.ClassTree method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm method) (mlpy.mlpy.MaximumLikelihoodC.MaximumLikelihoodC method) LARS (class in mlpy) lars_base() (in module mlpy) LDA (class in mlpy)

LDAC (class in mlpy) learn() (mlpy.DLDA method) (mlpy.ElasticNet method) (mlpy.ElasticNetC method) (mlpy.Golub method) (mlpy.IRelief method) (mlpy.KFDA method) (mlpy.KFDAC method) (mlpy.KPCA method) (mlpy.KernelRidge method) (mlpy.LARS method) (mlpy.LDA method) (mlpy.LDAC method) (mlpy.OLS method) (mlpy.PCA method) (mlpy.PCAFast method) (mlpy.PLS method) (mlpy.Parzen method) (mlpy.Perceptron method) (mlpy.Ridge method) (mlpy.SRDA method) (mlpy.mlpy.ClassTree.ClassTree method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.KernelAdatron.KernelAdatron method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm method) (mlpy.mlpy.MaximumLikelihoodC.MaximumLikelihoodC method) linkage() (mlpy.HCluster method) (mlpy.MFastHCluster method) load_model() (mlpy.mlpy.LibLinear.LibLinear static method) (mlpy.mlpy.LibSvm.LibSvm static method) loops() (mlpy.IRelief method)

M

margin() (mlpy.mlpy.KernelAdatron.KernelAdatron method) mcc() (in module mlpy) MFastHCluster (class in mlpy) mlpy (module) mlpy.ClassTree (class in mlpy) mlpy.KernelAdatron (class in mlpy)

mlpy.KNN (class in mlpy) mlpy.LibLinear (class in mlpy) mlpy.LibSvm (class in mlpy) mlpy.MaximumLikelihoodC (class in mlpy) mlpy.wavelet (module) mse() (in module mlpy)

N

nclasses() (mlpy.mlpy.ClassTree.ClassTree method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm method) (mlpy.mlpy.MaximumLikelihoodC.MaximumLikelihoodC method) nfeature() (mlpy.mlpy.LibLinear.LibLinear method)

npv() (in module mlpy) nsv() (mlpy.mlpy.LibSvm.LibSvm method)

O

OLS (class in mlpy)

ols_base() (in module mlpy)

P

pad() (in module mlpy.wavelet) Parzen (class in mlpy) PCA (class in mlpy) PCAFast (class in mlpy) Perceptron (class in mlpy)

PLS (class in mlpy) ppv() (in module mlpy) pred() (mlpy.DLDA method) (mlpy.ElasticNet method) (mlpy.ElasticNetC method) (mlpy.Golub method) (mlpy.KFDAC method) (mlpy.KernelRidge method) (mlpy.LARS method) (mlpy.LDAC method) (mlpy.OLS method) (mlpy.PLS method) (mlpy.Parzen method) (mlpy.Perceptron method) (mlpy.Ridge method) (mlpy.mlpy.ClassTree.ClassTree method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.KernelAdatron.KernelAdatron method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm method) (mlpy.mlpy.MaximumLikelihoodC.MaximumLikelihoodC method) pred_probability() (mlpy.mlpy.LibSvm.LibSvm method) prob() (mlpy.DLDA method)

Q

quantile() (in module mlpy)

R

r2() (in module mlpy) r2_corr() (in module mlpy) rank() (mlpy.OLS method) rfe_kfda() (in module mlpy)

rfe_w2() (in module mlpy) Ridge (class in mlpy) ridge_base() (in module mlpy)

S

save_model() (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm method) scales_from_fourier() (in module mlpy.wavelet) sel() (mlpy.DLDA method) sensitivity() (in module mlpy)

specificity() (in module mlpy) SRDA (class in mlpy) steps() (mlpy.LARS method) (mlpy.mlpy.KernelAdatron.KernelAdatron method)

T

transform() (mlpy.KFDA method) (mlpy.KPCA method) (mlpy.LDA method) (mlpy.PCA method) (mlpy.PCAFast method) (mlpy.SRDA method)

transform_inv() (mlpy.PCA method) (mlpy.PCAFast method)

U

uwt() (in module mlpy.wavelet) uwt_align_d4() (in module mlpy.wavelet)

uwt_align_h2() (in module mlpy.wavelet)

W

w() (mlpy.ElasticNetC method) (mlpy.Golub method) (mlpy.LDAC method) (mlpy.Perceptron method) (mlpy.mlpy.LibLinear.LibLinear method)

weights() (mlpy.IRelief method)

Z

Z() (mlpy.MFastHCluster method)