com.pawjaw.topics
Class CVHDP
java.lang.Object
com.pawjaw.topics.CVHDP
public class CVHDP
- extends java.lang.Object
Constructor Summary |
CVHDP(Matrix word_count_documents_in_columns,
int topics,
ProgressCallback notifier)
|
CVHDP(Matrix word_count_documents_in_columns_training,
Matrix word_count_documents_in_columns_heldout,
int topics,
int threads,
int variational_iterations,
boolean group_tokens_by_word,
int heldout_log_likelihood_estimates,
double E_beta,
double G_beta,
double a_alpha,
double b_alpha,
double a_beta,
double b_beta,
double a_gamma,
double b_gamma,
double a_tau,
ProgressCallback notifier)
|
CVHDP(Matrix word_count_documents_in_columns_training,
Matrix word_count_documents_in_columns_heldout,
int topics,
int threads,
int variational_iterations,
boolean group_tokens_by_word,
int heldout_log_likelihood_estimates,
ProgressCallback notifier)
|
Methods inherited from class java.lang.Object |
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
E_alpha
public double E_alpha
G_alpha
public double G_alpha
E_beta
public double E_beta
G_beta
public double G_beta
E_gamma
public double E_gamma
E_pi_k
public double[] E_pi_k
G_pi_k
public double[] G_pi_k
E_tau_w
public double[] E_tau_w
G_tau_w
public double[] G_tau_w
real_variational_posterior_update_millis
public long real_variational_posterior_update_millis
real_bookkeeping_millis
public long real_bookkeeping_millis
real_hyperparameter_update_millis
public long real_hyperparameter_update_millis
timing
public java.lang.String timing
avglls
public java.util.List<java.lang.Double> avglls
E_n_ks
public java.util.List<double[]> E_n_ks
E_n_k
public double[] E_n_k
dk_k
public java.lang.Integer[] dk_k
theta_dk
public double[][] theta_dk
phi_kw
public double[][] phi_kw
DEFAULT_E_BETA
public static final double DEFAULT_E_BETA
- See Also:
- Constant Field Values
DEFAULT_G_BETA
public static final double DEFAULT_G_BETA
- See Also:
- Constant Field Values
DEFAULT_A_ALPHA
public static final double DEFAULT_A_ALPHA
- See Also:
- Constant Field Values
DEFAULT_B_ALPHA
public static final double DEFAULT_B_ALPHA
- See Also:
- Constant Field Values
DEFAULT_A_BETA
public static final double DEFAULT_A_BETA
- See Also:
- Constant Field Values
DEFAULT_B_BETA
public static final double DEFAULT_B_BETA
- See Also:
- Constant Field Values
DEFAULT_A_GAMMA
public static final double DEFAULT_A_GAMMA
- See Also:
- Constant Field Values
DEFAULT_B_GAMMA
public static final double DEFAULT_B_GAMMA
- See Also:
- Constant Field Values
DEFAULT_A_TAU
public static final double DEFAULT_A_TAU
- See Also:
- Constant Field Values
DEFAULT_GROUP_TOKENS_BY_WORD
public static final boolean DEFAULT_GROUP_TOKENS_BY_WORD
- See Also:
- Constant Field Values
DEFAULT_VARIATIONAL_ITERATIONS
public static final int DEFAULT_VARIATIONAL_ITERATIONS
- See Also:
- Constant Field Values
CVHDP
public CVHDP(Matrix word_count_documents_in_columns,
int topics,
ProgressCallback notifier)
throws java.lang.InterruptedException
- Throws:
java.lang.InterruptedException
CVHDP
public CVHDP(Matrix word_count_documents_in_columns_training,
Matrix word_count_documents_in_columns_heldout,
int topics,
int threads,
int variational_iterations,
boolean group_tokens_by_word,
int heldout_log_likelihood_estimates,
ProgressCallback notifier)
throws java.lang.InterruptedException
- Throws:
java.lang.InterruptedException
CVHDP
public CVHDP(Matrix word_count_documents_in_columns_training,
Matrix word_count_documents_in_columns_heldout,
int topics,
int threads,
int variational_iterations,
boolean group_tokens_by_word,
int heldout_log_likelihood_estimates,
double E_beta,
double G_beta,
double a_alpha,
double b_alpha,
double a_beta,
double b_beta,
double a_gamma,
double b_gamma,
double a_tau,
ProgressCallback notifier)
throws java.lang.InterruptedException
- Throws:
java.lang.InterruptedException