|
| void | bp (struct Node **nodes, int num_nodes, int num_iterations) |
| | Loopy belief propagation. More...
|
| |
| void | compute_message (struct Node *from, struct Node *to, struct Message *out_msg) |
| | Computes the message from node i to node j. More...
|
| |
| void | compute_univariate_marginal (struct Node *node, struct Factor1D *out) |
| | Computes the univariate marginal probability distribution over the node's values. More...
|
| |
| void | connect_factor1d (struct Node *n, struct Factor1D *fac) |
| | Connects a node with its prior. More...
|
| |
| void | connect_nodes (struct Node *n1, struct Node *n2, struct Factor2D *fac) |
| | Connect two nodes with their joining bivariate factor. More...
|
| |
| void | delete_factor1d (struct Factor1D *fac) |
| | Delete the Factor1D. More...
|
| |
| void | delete_factor2d (struct Factor2D *fac) |
| | Delete the Factor2D. More...
|
| |
| void | delete_message (struct Message *msg) |
| | Delete the message. More...
|
| |
| void | delete_node (struct Node *node) |
| | Delete the node. More...
|
| |
| double | factor1d_at (struct Factor1D *fac, int ix) |
| | Access the value in the factor at the specified index. More...
|
| |
| void | factor1d_ix (struct Factor1D *fac, int ix, double value) |
| | Set the value in the factor at the specified index. More...
|
| |
| double | factor2d_at (struct Factor2D *fac, int row, int col) |
| | Access the value in the factor at the specified row and column. More...
|
| |
| void | factor2d_ix (struct Factor2D *fac, int row, int col, double value) |
| | Set the value in the factor at the specified row and column. More...
|
| |
| double | message_at (struct Message *msg, int ix) |
| | Access the value in the message at the specified index. More...
|
| |
| void | message_ix (struct Message *msg, int ix, double value) |
| | Set the value in the message at the specified index. More...
|
| |
| void | message_product (struct Node *from, struct Node *to, struct Message *out_msg) |
| | Computes the product of messages incoming to a node. More...
|
| |
| struct Factor1D * | new_factor1d (int dim) |
| | Craete a new uninitialized Factor1D. More...
|
| |
| struct Factor1D * | new_factor1d_uniform_prior (int dim) |
| | Create a Factor1D with entries \(f_i(x_i) = 1/dim\). More...
|
| |
| struct Factor2D * | new_factor2d (int rows, int cols) |
| | Create a new uninitialized Factor2D. More...
|
| |
| struct Factor2D * | new_factor2d_uniform_prior (int rows, int cols) |
| | Create a Factor2D with entries \(f_{ij}(x_i, x_j) = (rows * cols)^{-1}\). More...
|
| |
| struct Message * | new_message (int dim, int from, int to) |
| | Create a new message and assign it the specified origin and destination. More...
|
| |
| struct Message * | new_message_unassigned (int dim) |
| | Create a new message that is not assigned to any node. More...
|
| |
| struct Message * | new_message_unit (int dim, int from, int to) |
| | Create a new message with values \(\mu_{ij}(x_i) = 1\). More...
|
| |
| struct Node * | new_node (int id, int degree, int dim) |
| | Create a new node. More...
|
| |
| void | reset_messages (struct Node *n) |
| | Resets all messages in the node's inbox to one. More...
|
| |
| void | send_messages (struct Node *from) |
| | Sends messages from the node to all of its neighbors. More...
|
| |
| void | set_evidence (struct Node *n, int value) |
| | Condition the variable to be equal to the value. More...
|
| |
1.9.1