block_sure | Wrapper for 'get_c_list' and 'block_sure_given_c_list'. |
block_sure_given_c_list | Calculates the sure of estimators that shrink subtensors... |
block_sure_given_c_list_non | Calculates the SURE of estimators that shrink non-overlapping... |
block_sure_non | Wrapper for 'get_c_list_non' and... |
df_lasso | Derivative of soft thresholding shrinkage function. |
df_lasso_mult | Derivative of scaling and soft thresholding shrinkage... |
df_S_lasso | Derivative of soft thresholding a core array. |
df_S_lasso_mult | Derivative of scaling and soft thresholding a core array. |
df_truncate | Derivative of truncation spectral function. |
diverge_given_c | Calculates divergence of HOSE. |
east | Round-robin game statistics from the Eastern NBA conference... |
efron_morris | Efron-Morris estimator. |
f_lasso | Soft thresholding shrinkage function. Same as lasso for... |
f_lasso_mult | Scaling and soft thresholding shrinkage function. |
f_S_lasso | Soft thresholding a core array. |
f_S_lasso_mult | Scaling and soft thresholding a core array. |
f_truncate | Truncation spectral function. |
get_basics | Calculates necessary components to calculate the SURE for... |
get_c | Outputs the 'C' array from Gerard and Hoff (2015), along with... |
get_c_list | Calculates the necessary components to calculate the SURE for... |
get_c_list_non | Calculates the necessary components to calculate the SURE for... |
get_trunc_est | Return the estimate from the truncated HOSVD given the hosvd... |
hosvd_full | Higher-order SVD using same signed eigenvectors as matrix... |
listSum | Sums elements in a list. |
mdl_eigen | Returns the minimum description length given the eigenvalues. |
meet | Implements the Modified eigenvalues estimator for Tucker rank... |
min_ef | Min Efron-Morris estimator. |
pad_circ | Adds a circular padding after matrix. |
pos_part | Positive part function. |
pos_part_2 | Positive part function. |
score_ylc | SCORE method from Yokota, Lee, and Cichoki (2017). |
sgd_given_c | Runs a stochastic gradient descent to minimize SURE for... |
sig_mp | Estimate of the variance from Gavish and Donoho (2014) based... |
sig_naive | Simplest estimator for variance. |
sig_soft | Variance estimators from Choi et al (2014). |
soft_coord | Runs an iterative coordinate descent algorithm to minimize... |
soft_cv | Soft-impute Cross-validation as described in Choi et al... |
stein | Stein's estimator. |
sure | Wrapper for 'get_c' and 'sure_given_c'. |
sure_given_basics | Calculates the SURE for estimators that shrink the individual... |
sure_given_c | Calculates SURE given the output of 'get_c'. |
sure_given_c_one_mode | Wrapper for 'sure_given_c' when only updating one mode. |
sure_matrix | SURE for spectral shrinkage functions for real matrices. |
sure_matrix_complex | SURE for spectral shrinkage functions for complex matrices. |
sure_rank | Iterates through all multilinear ranks less than 'max_nrank'... |
sure_S | Wrapper for 'get_basics' and 'sure_given_basics'. |
tensor_var_est | Non-parametric variance estimation for tensor datasets. |
trunc_hosvd | Matrix-specific ways to estimate the rank for each mode and... |
update_c | Update scale parameter in scale and soft-thresholding HOSE's. |
update_lambda | Update of thresholding parameter for scale and... |
update_lambda_brent | Apply Brent's method to update the kth mode when... |
west | Round-robin game statistics from the Western NBA conference... |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.