bern_exp_pca | Bernoulli PCA |
bern_grad_a | Gradient of Bregman Loss in Bernoulli Case with respect to a |
bern_grad_v | Gradient of Bregman Loss in Bernoulli Case with respect to v |
bern_obj | Bregman Loss in Bernoulli case |
exp_pca | Exponential Family PCA via Alternating Minimization |
gaussian_exp_pca | Gaussian PCA |
gaussian_grad_a | Gradient of Bregman Loss in Gaussian Case with respect to a |
gaussian_grad_v | Gradient of Bregman Loss in Gaussian Case with respect to v |
gaussian_obj | Bregman Loss in Gaussian case |
generate_bern_data | Simulate test data for bernoulli PCA |
generate_gaussian_data | Simulate test data for usual Gaussian PCA |
generate_poisson_data | Simulate test data for Poisson PCA |
poisson_exp_pca | Poisson PCA |
poisson_grad_a | Gradient of Bregman Loss for Poisson data with respect a |
poisson_grad_v | Gradient of Bregman Loss for Poisson data with respect v |
poisson_obj | Bregman Loss for Poisson data |
r | Logistic Function |
update_a_ic | Update one element of scores A |
update_v_jc | Update one element of loadings V |
z_log_z | Version of x * log(x) continuous at 0 |
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