def basic_network(only_structure=False):
"""
Returns a basic valid network to test the APIs
"""
structure = {
"node1": {
"state1": 0.3,
"state2": 0.7,
},
"node2": {
"state1": 0.7,
"state2": 0.3,
},
}
if only_structure:
return structure
Net = BayesNet()
# defining a valid network structure:
Net.create_network(structure)
return Net
def basic_network(only_structure=False):
"""
create basic network to test the APIs
"""
Net = BayesNet("continuous")
network_struct = {
"node1": {
"states": ["dim1"],
},
"node2": {
"states": ["dim1", "dim2"],
},
"node3": {
"states": ["dim1", "dim2", "dim3"],
},
"node4": {
"states": ["dim1", "dim2", "dim3"],
},
"node5": {
"states": ["dim1"],
},
}
Net.create_network(network_struct)
return Net
def setUp(self):
self.Net = BayesNet("continuous")
self.valid_structure = {
"node1": {
"states": ["dim1"],
},
"node2": {
"states": ["dim1", "dim2"],
},
"node3": {
"states": ["dim1", "dim2", "dim3"],
},
"node4": {
"states": ["dim1", "dim2", "dim3"],
},
}
def setUp(self):
self.Net = BayesNet()
network_structure = {
"node1": {
"state1": 0.3,
"state2": 0.7,
},
"node2": {
"state1": 0.7,
"state2": 0.3,
},
"node3": {
"state1": 0.5,
"state2": 0.5
},
}
self.Net.create_network(network_structure)
def setUp(self):
self.Net = BayesNet()
# defining a valid network structure:
self.valid_structure = {
"node1": {
"state1": 0.3,
"state2": 0.7,
},
"node2": {
"state1": 0.7,
"state2": 0.3,
},
}
self.invalid_structure = {
"node1": {
"state1": 0.3,
"state2": "invalid probability",
},
}