Index

_

__init__() (cr.sparse.cvx.spgl1.SPGL1BPState method) (cr.sparse.cvx.spgl1.SPGL1LassoState method) (cr.sparse.cvx.spgl1.SPGL1Options method) (cr.sparse.problems.Problem method) (cr.sparse.RecoveryPerformance method) (cr.sparse.RecoveryTrialsAtFixed_M_N method)

A

abs_max_idx() (in module cr.sparse.pursuit) add() (in module cr.sparse.lop) adjoint() (in module cr.sparse.lop)

analyze_solution() (in module cr.sparse.problems) angles_between_points() (in module cr.sparse.cluster.ssc) arr2vec() (in module cr.sparse.lop)

B

babel() (in module cr.sparse.dict) batch_build_representation_omp() (in module cr.sparse.cluster.ssc) batch_build_representation_omp_jit() (in module cr.sparse.cluster.ssc) bcoo_to_sparse() (in module cr.sparse.cluster.ssc) bcoo_to_sparse_jit() (in module cr.sparse.cluster.ssc) biht() (in module cr.sparse.cs.cs1bit) biht_jit() (in module cr.sparse.cs.cs1bit) BIHTState (class in cr.sparse.cs.cs1bit) block_diag() (in module cr.sparse.lop) bsbl_bo() (in module cr.sparse.block.bsbl) bsbl_bo_jit() (in module cr.sparse.block.bsbl)

bsbl_bo_options() (in module cr.sparse.block.bsbl) bsbl_em() (in module cr.sparse.block.bsbl) bsbl_em_jit() (in module cr.sparse.block.bsbl) bsbl_em_options() (in module cr.sparse.block.bsbl) BSBL_Options (class in cr.sparse.block.bsbl) BSBL_State (class in cr.sparse.block.bsbl) build_from_ind_proj() (in module cr.sparse.opt) build_grad_val_func() (in module cr.sparse.opt) build_grassmannian_frame() (in module cr.sparse.dict) build_representation_omp() (in module cr.sparse.cluster.ssc) build_representation_omp_jit() (in module cr.sparse.cluster.ssc)

C

circulant() (in module cr.sparse.lop) coherence() (in module cr.sparse.dict) coherence_with_index() (in module cr.sparse.dict) column() (in module cr.sparse.lop) columns() (in module cr.sparse.lop)

compose() (in module cr.sparse.lop) convolve() (in module cr.sparse.lop) convolve2D() (in module cr.sparse.lop) convolveND() (in module cr.sparse.lop) cosine_basis() (in module cr.sparse.dict) (in module cr.sparse.lop)

D

dantzig_scd() (in module cr.sparse.fom) Desirability diagonal() (in module cr.sparse.lop) dirac_cosine_basis() (in module cr.sparse.dict) dirac_fourier_basis() (in module cr.sparse.lop)

dirac_hadamard_basis() (in module cr.sparse.dict) dirac_hadamard_cosine_basis() (in module cr.sparse.dict) dot() (in module cr.sparse.lop) dwt() (in module cr.sparse.lop) dwt2D() (in module cr.sparse.lop)

F

fft() (in module cr.sparse.lop) find_assignment() (in module cr.sparse.cluster.vq) find_assignment_jit() (in module cr.sparse.cluster.vq) find_nearest() (in module cr.sparse.cluster.vq) find_nearest_jit() (in module cr.sparse.cluster.vq) find_new_centroids() (in module cr.sparse.cluster.vq) find_new_centroids_jit() (in module cr.sparse.cluster.vq) fir_filter() (in module cr.sparse.lop) first_derivative() (in module cr.sparse.lop) fista() (in module cr.sparse.sls)

fista_jit() (in module cr.sparse.sls) FISTAState (class in cr.sparse.sls) flipud() (in module cr.sparse.lop) fom() (in module cr.sparse.fom) FomOptions (class in cr.sparse.fom) FomState (class in cr.sparse.fom) fourier_basis() (in module cr.sparse.dict) (in module cr.sparse.lop) frame() (in module cr.sparse.dict) frame_bounds() (in module cr.sparse.dict)

G

gaussian_dict() (in module cr.sparse.lop) gaussian_mtx() (in module cr.sparse.dict)

generate() (in module cr.sparse.problems) gram() (in module cr.sparse.dict) gram_chol_update() (in module cr.sparse.pursuit)

H

hadamard() (in module cr.sparse.dict) hadamard_basis() (in module cr.sparse.dict)

hcat() (in module cr.sparse.lop) heaviside() (in module cr.sparse.lop)

I

identity() (in module cr.sparse.lop) indicator_affine() (in module cr.sparse.opt) indicator_box() (in module cr.sparse.opt) indicator_box_affine() (in module cr.sparse.opt) indicator_conic() (in module cr.sparse.opt) indicator_l1_ball() (in module cr.sparse.opt) indicator_l2_ball() (in module cr.sparse.opt)

indicator_singleton() (in module cr.sparse.opt) indicator_zero() (in module cr.sparse.opt) inn_positions() (in module cr.sparse.cluster.ssc) inv_heaviside() (in module cr.sparse.lop) ista() (in module cr.sparse.sls) ista_jit() (in module cr.sparse.sls) ISTAState (class in cr.sparse.sls)

J

jit() (in module cr.sparse.lop)

K

KERNEL_BOX_21X21 (in module cr.sparse.vision) KERNEL_BOX_3X3 (in module cr.sparse.vision) KERNEL_BOX_5X5 (in module cr.sparse.vision) KERNEL_BOX_7X7 (in module cr.sparse.vision) kernel_gaussian() (in module cr.sparse.vision) KERNEL_LAPLACIAN_3X3 (in module cr.sparse.vision) KERNEL_SHARPEN_3X3 (in module cr.sparse.vision)

KERNEL_SOBEL_X (in module cr.sparse.vision) KERNEL_SOBEL_Y (in module cr.sparse.vision) kmeans() (in module cr.sparse.cluster.vq) kmeans_jit() (in module cr.sparse.cluster.vq) kmeans_with_seed() (in module cr.sparse.cluster.vq) kmeans_with_seed_jit() (in module cr.sparse.cluster.vq) KMeansSolution (class in cr.sparse.cluster.vq) KMeansState (class in cr.sparse.cluster.vq)

L

l1rls() (in module cr.sparse.fom) l1rls_jit() (in module cr.sparse.fom) lasso() (in module cr.sparse.fom) lasso_jit() (in module cr.sparse.fom)

lower_frame_bound() (in module cr.sparse.dict) lsqr() (in module cr.sparse.sls) lsqr_jit() (in module cr.sparse.sls) LSQRSolution (class in cr.sparse.sls)

M

matching_atoms_ratio() (in module cr.sparse.dict) matrix() (in module cr.sparse.lop) matrix_affine_func() (in module cr.sparse.fom) matrix_solve() (in module cr.sparse.pursuit.cosamp) (in module cr.sparse.pursuit.htp) (in module cr.sparse.pursuit.iht) (in module cr.sparse.pursuit.mp) (in module cr.sparse.pursuit.omp) (in module cr.sparse.pursuit.sp) matrix_solve_jit() (in module cr.sparse.pursuit.cosamp) (in module cr.sparse.pursuit.htp) (in module cr.sparse.pursuit.iht) (in module cr.sparse.pursuit.omp) (in module cr.sparse.pursuit.sp)

matrix_solve_multi() (in module cr.sparse.pursuit.omp) matrix_solve_noiseless() (in module cr.sparse.cvx.focuss) measure_1bit() (in module cr.sparse.cs.cs1bit) min_angles_inside_cluster() (in module cr.sparse.cluster.ssc) min_angles_outside_cluster() (in module cr.sparse.cluster.ssc) minimum_coherence() (in module cr.sparse.dict) mutual_coherence() (in module cr.sparse.dict) mutual_coherence_with_index() (in module cr.sparse.dict)

N

names() (in module cr.sparse.problems) nearest_neighbors_inside_cluster() (in module cr.sparse.cluster.ssc) nearest_neighbors_outside_cluster() (in module cr.sparse.cluster.ssc)

neg() (in module cr.sparse.lop) normalized_random_walk() (in module cr.sparse.cluster.spectral) normest() (in module cr.sparse.lop) normest_jit() (in module cr.sparse.lop)

O

Operator (class in cr.sparse.lop) operator_solve() (in module cr.sparse.pursuit.cosamp) (in module cr.sparse.pursuit.htp) (in module cr.sparse.pursuit.iht) (in module cr.sparse.pursuit.omp) (in module cr.sparse.pursuit.sp)

operator_solve_jit() (in module cr.sparse.pursuit.cosamp) (in module cr.sparse.pursuit.htp) (in module cr.sparse.pursuit.iht) (in module cr.sparse.pursuit.sp) owl1rls() (in module cr.sparse.fom) owl1rls_jit() (in module cr.sparse.fom)

P

pad_zeros() (in module cr.sparse.lop) plot() (in module cr.sparse.problems) power() (in module cr.sparse.lop) power_iterations() (in module cr.sparse.sls) power_iterations_jit() (in module cr.sparse.sls) PowerIterSolution (class in cr.sparse.sls) Problem (class in cr.sparse.problems) proj_affine() (in module cr.sparse.opt) proj_box() (in module cr.sparse.opt) proj_conic() (in module cr.sparse.opt) proj_identity() (in module cr.sparse.opt) proj_l1_ball() (in module cr.sparse.opt) proj_l2_ball() (in module cr.sparse.opt)

proj_singleton() (in module cr.sparse.opt) proj_zero() (in module cr.sparse.opt) project_to_ball() (in module cr.sparse.opt) project_to_box() (in module cr.sparse.opt) project_to_real_upper_limit() (in module cr.sparse.opt) prox_build() (in module cr.sparse.opt) prox_l1() (in module cr.sparse.opt) prox_l1_ball() (in module cr.sparse.opt) prox_l1_pos() (in module cr.sparse.opt) prox_l2() (in module cr.sparse.opt) prox_owl1() (in module cr.sparse.opt) prox_zero() (in module cr.sparse.opt) ProxCapable (class in cr.sparse.opt)

R

rademacher_dict() (in module cr.sparse.lop) rademacher_mtx() (in module cr.sparse.dict) random_onb() (in module cr.sparse.dict) random_onb_dict() (in module cr.sparse.lop) random_orthonormal_rows() (in module cr.sparse.dict) random_orthonormal_rows_dict() (in module cr.sparse.lop) random_subspaces() (in module cr.sparse.data) real() (in module cr.sparse.lop) real_matrix() (in module cr.sparse.lop)

RecoveryPerformance (class in cr.sparse) RecoverySolution (class in cr.sparse.pursuit) RecoveryTrialsAtFixed_M_N (class in cr.sparse) Regularization rep_to_affinity() (in module cr.sparse.cluster.ssc) reshape() (in module cr.sparse.lop) restriction() (in module cr.sparse.lop) ricker() (in module cr.sparse.geo) running_average() (in module cr.sparse.lop)

S

scalar_mult() (in module cr.sparse.lop) scale() (in module cr.sparse.lop) scd() (in module cr.sparse.fom) second_derivative() (in module cr.sparse.lop) shrink() (in module cr.sparse.opt) Sign vector smooth_build() (in module cr.sparse.opt) smooth_build2() (in module cr.sparse.opt) smooth_build3() (in module cr.sparse.opt) smooth_constant() (in module cr.sparse.opt) smooth_entropy() (in module cr.sparse.opt) smooth_func_translate() (in module cr.sparse.opt) smooth_huber() (in module cr.sparse.opt) smooth_linear() (in module cr.sparse.opt) smooth_logdet() (in module cr.sparse.opt) smooth_quad_error() (in module cr.sparse.opt) smooth_quad_matrix() (in module cr.sparse.opt) smooth_value_grad() (in module cr.sparse.opt) SmoothFunction (class in cr.sparse.opt) solve() (in module cr.sparse.cvx.adm.yall1) (in module cr.sparse.cvx.l1ls) (in module cr.sparse.opt.cg) (in module cr.sparse.opt.pcg) (in module cr.sparse.pursuit.cosamp) (in module cr.sparse.pursuit.htp) (in module cr.sparse.pursuit.iht) (in module cr.sparse.pursuit.mp) (in module cr.sparse.pursuit.omp) (in module cr.sparse.pursuit.sp) solve_bp() (in module cr.sparse.cvx.adm.yall1) (in module cr.sparse.cvx.spgl1) solve_bp_jit() (in module cr.sparse.cvx.adm.yall1) (in module cr.sparse.cvx.spgl1) solve_bpic() (in module cr.sparse.cvx.spgl1) solve_bpic_from() (in module cr.sparse.cvx.spgl1) solve_bpic_from_jit() (in module cr.sparse.cvx.spgl1) solve_bpic_jit() (in module cr.sparse.cvx.spgl1)

solve_from() (in module cr.sparse.cvx.l1ls) (in module cr.sparse.opt.cg) (in module cr.sparse.opt.pcg) solve_from_jit() (in module cr.sparse.cvx.l1ls) (in module cr.sparse.opt.cg) (in module cr.sparse.opt.pcg) solve_jit() (in module cr.sparse.cvx.l1ls) (in module cr.sparse.opt.cg) (in module cr.sparse.opt.pcg) solve_l1_l2() (in module cr.sparse.cvx.adm.yall1) solve_l1_l2_jit() (in module cr.sparse.cvx.adm.yall1) solve_l1_l2con() (in module cr.sparse.cvx.adm.yall1) solve_l1_l2con_jit() (in module cr.sparse.cvx.adm.yall1) solve_lasso() (in module cr.sparse.cvx.spgl1) solve_lasso_from() (in module cr.sparse.cvx.spgl1) solve_lasso_jit() (in module cr.sparse.cvx.spgl1) sorted_neighbors() (in module cr.sparse.cluster.ssc) sparse_binary_dict() (in module cr.sparse.lop) sparse_binary_mtx() (in module cr.sparse.dict) sparse_normal_blocks() (in module cr.sparse.data) sparse_normal_representations() (in module cr.sparse.data) sparse_real_matrix() (in module cr.sparse.lop) sparse_spikes() (in module cr.sparse.data) sparse_subspace_preservation_stats() (in module cr.sparse.cluster.ssc) sparse_subspace_preservation_stats_jit() (in module cr.sparse.cluster.ssc) sparse_to_bcoo() (in module cr.sparse.cluster.ssc) sparse_to_full_rep() (in module cr.sparse.cluster.ssc) SpectralclusteringSolution (class in cr.sparse.cluster.spectral) SPGL1BPState (class in cr.sparse.cvx.spgl1) SPGL1LassoState (class in cr.sparse.cvx.spgl1) SPGL1Options (class in cr.sparse.cvx.spgl1) step_noiseless() (in module cr.sparse.cvx.focuss) subspace_preservation_stats() (in module cr.sparse.cluster.ssc) subspace_preservation_stats_jit() (in module cr.sparse.cluster.ssc) subtract() (in module cr.sparse.lop) sum() (in module cr.sparse.lop) symmetrize() (in module cr.sparse.lop)

T

three_subspaces_at_angle() (in module cr.sparse.data) to_adjoint_matrix() (in module cr.sparse.lop) to_complex_matrix() (in module cr.sparse.lop) to_matrix() (in module cr.sparse.lop)

transpose() (in module cr.sparse.lop) tv() (in module cr.sparse.lop) tv2D() (in module cr.sparse.lop) two_subspaces_at_angle() (in module cr.sparse.data)

U

uniform_points_on_subspaces() (in module cr.sparse.data) unnormalized() (in module cr.sparse.cluster.spectral) unnormalized_k() (in module cr.sparse.cluster.spectral)

unnormalized_k_jit() (in module cr.sparse.cluster.spectral) upper_frame_bound() (in module cr.sparse.dict) (in module cr.sparse.lop)

W

walsh_hadamard_basis() (in module cr.sparse.lop)

wavelet_basis() (in module cr.sparse.dict) windowed_op() (in module cr.sparse.lop)

Z

zero() (in module cr.sparse.lop)