cbp
latest
Quick start guide
1. Construct nodes
2. Construct Graph
3. Run inference
4. Access to the marginal
5. Construct HMM model
API Docs
cbp.builder
cbp.graph
cbp.node
cbp.utils
cbp
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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V
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W
A
add_branch() (cbp.builder.base_builder.BaseBuilder method)
(cbp.builder.hmm_sim_builder.HMMSimBuilder method)
add_constrained_node() (cbp.builder.base_builder.BaseBuilder method)
(cbp.builder.hmm_sim_builder.HMMSimBuilder method)
(cbp.builder.hmm_zero_builder.HMMZeroBuilder method)
add_factor() (cbp.builder.base_builder.BaseBuilder method)
(cbp.builder.hmm_sim_builder.HMMSimBuilder method)
(cbp.builder.hmm_zero_builder.HMMZeroBuilder method)
add_factor_different() (cbp.builder.base_builder.BaseBuilder method)
add_factornode() (cbp.graph.base_graph.BaseGraph method)
add_trivial_node() (cbp.builder.base_builder.BaseBuilder method)
add_varnode() (cbp.graph.base_graph.BaseGraph method)
auto_coef() (cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
(cbp.node.var_node.VarNode method)
avg_policy() (in module cbp.graph.coef_policy)
B
bake() (cbp.graph.base_graph.BaseGraph method)
(cbp.graph.graph_model.GraphModel method)
BaseBuilder (class in cbp.builder.base_builder)
BaseGraph (class in cbp.graph.base_graph)
BaseNode (class in cbp.node.base_node)
batch_normal_angle() (in module cbp.utils.np_utils)
bp_policy() (in module cbp.graph.coef_policy)
C
cal_bethe() (cbp.graph.base_graph.BaseGraph method)
(cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
(cbp.node.var_node.VarNode method)
cal_cnp_coef() (cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
(cbp.node.var_node.VarNode method)
cal_inner_parentheses() (cbp.node.factor_node.FactorNode method)
cal_marginal_from_tensor() (in module cbp.graph.graph_utils)
cal_single() (in module cbp.builder.hmm_simulator)
cal_theory() (cbp.builder.hmm_simulator.HMMSimDate method)
cbp.builder.base_builder
module
cbp.builder.hmm_builder
module
cbp.builder.hmm_sim_builder
module
cbp.builder.hmm_simulator
module
cbp.builder.hmm_zero_builder
module
cbp.builder.line_builder
module
cbp.builder.migr_simulator
module
cbp.builder.migr_visualizer
module
cbp.builder.potential_utils
module
cbp.builder.star_builder
module
cbp.builder.tree_builder
module
cbp.builder.wifi_hmm_builder
module
cbp.builder.wifi_simulator
module
cbp.graph.base_graph
module
cbp.graph.coef_policy
module
cbp.graph.graph_model
module
cbp.graph.graph_utils
module
cbp.node.base_node
module
cbp.node.factor_node
module
cbp.node.var_node
module
cbp.utils.event_utils
module
cbp.utils.message
module
cbp.utils.np_utils
module
check_before_run() (cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
check_potential() (cbp.node.factor_node.FactorNode method)
compare_marginals() (in module cbp.utils.event_utils)
compile() (cbp.builder.migr_simulator.MigrSimulator method)
(cbp.builder.wifi_simulator.WifiSimulator method)
copy_bp_initialization() (cbp.graph.base_graph.BaseGraph method)
crazy_policy() (in module cbp.graph.coef_policy)
D
delete_node() (cbp.graph.base_graph.BaseGraph method)
diagonal_potential() (in module cbp.builder.potential_utils)
diagonal_potential_conv() (in module cbp.builder.potential_utils)
diagonal_potential_different() (in module cbp.builder.potential_utils)
diff_max_marginals() (in module cbp.utils.event_utils)
draw_sensor() (cbp.builder.wifi_simulator.WifiSimulator method)
E
EMISSION (cbp.builder.hmm_simulator.PotentialType attribute)
empirical_marginal() (in module cbp.utils.np_utils)
engine_loop() (cbp.graph.graph_model.GraphModel method)
(in module cbp.utils.event_utils)
exact_marginal() (cbp.graph.base_graph.BaseGraph method)
example() (cbp.builder.hmm_sim_builder.HMMSimBuilder method)
export_convergence_marginals() (cbp.graph.base_graph.BaseGraph method)
export_marginals() (cbp.graph.base_graph.BaseGraph method)
export_sinkhorn() (cbp.graph.base_graph.BaseGraph method)
F
factor_policy() (in module cbp.graph.coef_policy)
FactorNode (class in cbp.node.factor_node)
find_link() (in module cbp.graph.graph_utils)
first_belief_propagation() (cbp.graph.base_graph.BaseGraph method)
fix_initpotential() (cbp.builder.hmm_sim_builder.HMMSimBuilder method)
fixed_sensors() (cbp.builder.wifi_simulator.WifiSimulator method)
format_name() (cbp.node.base_node.BaseNode method)
G
get_connections() (cbp.node.base_node.BaseNode method)
get_emission_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
get_fix_margin() (cbp.builder.hmm_simulator.HMMSimulator method)
get_gt_joint() (cbp.builder.hmm_simulator.HMMSimulator method)
get_hat_c_ialpha() (cbp.node.factor_node.FactorNode method)
get_hidden_margin() (cbp.builder.hmm_simulator.HMMSimulator method)
get_i_alpha() (cbp.node.factor_node.FactorNode method)
get_init_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
get_node() (cbp.graph.base_graph.BaseGraph method)
get_node2root() (in module cbp.graph.graph_utils)
get_precious() (cbp.builder.hmm_simulator.HMMSimulator method)
get_sensor() (cbp.builder.hmm_simulator.HMMSimulator method)
get_traj() (cbp.builder.hmm_simulator.HMMSimulator method)
get_transition_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
get_varnode_extra_term() (cbp.node.factor_node.FactorNode method)
GraphModel (class in cbp.graph.graph_model)
H
HMMBuilder (class in cbp.builder.hmm_builder)
HMMSimBuilder (class in cbp.builder.hmm_sim_builder)
HMMSimDate (class in cbp.builder.hmm_simulator)
HMMSimulator (class in cbp.builder.hmm_simulator)
HMMZeroBuilder (class in cbp.builder.hmm_zero_builder)
I
identity_potential() (in module cbp.builder.potential_utils)
ind2rowcol() (cbp.builder.migr_visualizer.MigrVisualizer method)
INIT (cbp.builder.hmm_simulator.PotentialType attribute)
init_graph() (cbp.builder.base_builder.BaseBuilder method)
(cbp.builder.hmm_builder.HMMBuilder method)
(cbp.builder.line_builder.LineBuilder method)
(cbp.builder.star_builder.StarBuilder method)
(cbp.builder.tree_builder.TreeBuilder method)
init_node_recorder() (cbp.graph.base_graph.BaseGraph method)
its_next_looplink() (cbp.graph.graph_model.GraphModel method)
itsbp() (cbp.graph.graph_model.GraphModel method)
itsbp_inner_loop() (in module cbp.graph.graph_utils)
itsbp_outer_loop() (cbp.graph.graph_model.GraphModel method)
L
LineBuilder (class in cbp.builder.line_builder)
load() (cbp.builder.hmm_simulator.HMMSimulator class method)
M
make_init_message() (cbp.node.base_node.BaseNode method)
make_message() (cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
(cbp.node.var_node.VarNode method)
make_message_bp() (cbp.node.var_node.VarNode method)
marginal() (cbp.node.factor_node.FactorNode method)
(cbp.node.var_node.VarNode method)
Message (class in cbp.utils.message)
migration() (cbp.builder.migr_visualizer.MigrVisualizer method)
MigrSimulator (class in cbp.builder.migr_simulator)
MigrVisualizer (class in cbp.builder.migr_visualizer)
module
cbp.builder.base_builder
cbp.builder.hmm_builder
cbp.builder.hmm_sim_builder
cbp.builder.hmm_simulator
cbp.builder.hmm_zero_builder
cbp.builder.line_builder
cbp.builder.migr_simulator
cbp.builder.migr_visualizer
cbp.builder.potential_utils
cbp.builder.star_builder
cbp.builder.tree_builder
cbp.builder.wifi_hmm_builder
cbp.builder.wifi_simulator
cbp.graph.base_graph
cbp.graph.coef_policy
cbp.graph.graph_model
cbp.graph.graph_utils
cbp.node.base_node
cbp.node.factor_node
cbp.node.var_node
cbp.utils.event_utils
cbp.utils.message
cbp.utils.np_utils
N
name() (cbp.builder.hmm_simulator.HMMSimulator property)
nd_expand() (in module cbp.utils.np_utils)
nd_multiexpand() (in module cbp.utils.np_utils)
norm_product_bp() (cbp.graph.graph_model.GraphModel method)
O
observe() (cbp.builder.hmm_simulator.HMMSimulator method)
observe_traj() (cbp.builder.hmm_simulator.HMMSimulator method)
P
parallel_message() (cbp.graph.graph_model.GraphModel method)
plot() (cbp.graph.base_graph.BaseGraph method)
pmf() (cbp.graph.base_graph.BaseGraph method)
potential() (cbp.node.base_node.BaseNode property)
potential_heatmap() (cbp.builder.migr_visualizer.MigrVisualizer method)
PotentialType (class in cbp.builder.hmm_simulator)
R
random_sensor() (cbp.builder.wifi_simulator.WifiSimulator method)
reduction_ndarray() (in module cbp.utils.np_utils)
reformat_message() (cbp.node.factor_node.FactorNode method)
register_connection() (cbp.node.base_node.BaseNode method)
register_hotspot() (cbp.builder.wifi_simulator.WifiSimulator method)
register_nodes() (cbp.node.base_node.BaseNode method)
register_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
reset() (cbp.builder.hmm_simulator.HMMSimulator method)
(cbp.node.base_node.BaseNode method)
reset_node_coef() (cbp.node.base_node.BaseNode method)
run_bp() (cbp.graph.graph_model.GraphModel method)
run_cnp() (cbp.graph.graph_model.GraphModel method)
S
sample() (cbp.builder.hmm_simulator.HMMSimulator method)
sample_engine() (cbp.builder.hmm_simulator.HMMSimulator method)
save() (cbp.builder.hmm_simulator.HMMSimulator method)
search_msg_index() (cbp.node.base_node.BaseNode method)
search_node_index() (cbp.node.base_node.BaseNode method)
send_message() (cbp.node.base_node.BaseNode method)
sendin_message() (cbp.node.base_node.BaseNode method)
sendout_message() (cbp.node.base_node.BaseNode method)
sensor() (cbp.builder.hmm_simulator.HMMSimDate property)
set_i_alpha() (cbp.node.factor_node.FactorNode method)
set_node() (cbp.graph.base_graph.BaseGraph method)
sinkhorn() (cbp.graph.base_graph.BaseGraph method)
sinkhorn_update() (cbp.graph.base_graph.BaseGraph method)
StarBuilder (class in cbp.builder.star_builder)
step() (cbp.builder.hmm_builder.HMMBuilder method)
(cbp.builder.hmm_simulator.HMMSimulator method)
store_message() (cbp.node.base_node.BaseNode method)
(cbp.node.factor_node.FactorNode method)
summation() (cbp.node.factor_node.FactorNode method)
T
traj() (cbp.builder.hmm_simulator.HMMSimDate property)
TRANSITION (cbp.builder.hmm_simulator.PotentialType attribute)
tree_bp() (cbp.graph.base_graph.BaseGraph method)
TreeBuilder (class in cbp.builder.tree_builder)
V
VarNode (class in cbp.node.var_node)
visualize_location() (cbp.builder.migr_visualizer.MigrVisualizer method)
visualize_map_bins() (cbp.builder.migr_visualizer.MigrVisualizer method)
viz_emission_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
(cbp.builder.migr_simulator.MigrSimulator method)
viz_estm() (cbp.builder.migr_simulator.MigrSimulator method)
viz_gt() (cbp.builder.hmm_simulator.HMMSimulator method)
(cbp.builder.migr_simulator.MigrSimulator method)
viz_sensor() (cbp.builder.hmm_simulator.HMMSimulator method)
(cbp.builder.migr_simulator.MigrSimulator method)
(cbp.builder.wifi_simulator.WifiSimulator method)
viz_trans_potential() (cbp.builder.hmm_simulator.HMMSimulator method)
(cbp.builder.migr_simulator.MigrSimulator method)
W
WifiHMMBuilder (class in cbp.builder.wifi_hmm_builder)
WifiSimulator (class in cbp.builder.wifi_simulator)
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