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.Ridge method) beta0() (mlpy.ElasticNet method) (mlpy.LARS method) (mlpy.OLS 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.KNN.KNN method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm 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.Parzen method) (mlpy.Perceptron method) (mlpy.Ridge method) (mlpy.SRDA method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.KernelAdatron.KernelAdatron method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm 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.KernelAdatron (class in mlpy)

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

N

nclasses() (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm 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)

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.Parzen method) (mlpy.Perceptron method) (mlpy.Ridge method) (mlpy.mlpy.KNN.KNN method) (mlpy.mlpy.KernelAdatron.KernelAdatron method) (mlpy.mlpy.LibLinear.LibLinear method) (mlpy.mlpy.LibSvm.LibSvm 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)