Add documentation and test for it
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@ -58,24 +58,28 @@ public:
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DiscreteConditional(const Signature& signature);
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DiscreteConditional(const Signature& signature);
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/**
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/**
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* Construct from key, parents, and a Table specifying the CPT.
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* Construct from key, parents, and a Signature::Table specifying the
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*
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* conditional probability table (CPT) in 00 01 10 11 order. For
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* The first string is parsed to add a key and parents.
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* three-valued, it would be 00 01 02 10 11 12 20 21 22, etc....
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*
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*
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* Example: DiscreteConditional P(D, {B,E}, table);
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* The first string is parsed to add a key and parents.
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*/
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*
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* Example: DiscreteConditional P(D, {B,E}, table);
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*/
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DiscreteConditional(const DiscreteKey& key, const DiscreteKeys& parents,
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DiscreteConditional(const DiscreteKey& key, const DiscreteKeys& parents,
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const Signature::Table& table)
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const Signature::Table& table)
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: DiscreteConditional(Signature(key, parents, table)) {}
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: DiscreteConditional(Signature(key, parents, table)) {}
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/**
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/**
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* Construct from key, parents, and a string specifying the CPT.
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* Construct from key, parents, and a string specifying the conditional
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*
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* probability table (CPT) in 00 01 10 11 order. For three-valued, it would
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* The first string is parsed to add a key and parents. The second string
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* be 00 01 02 10 11 12 20 21 22, etc....
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* parses into a table.
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*
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*
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* The first string is parsed to add a key and parents. The second string
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* Example: DiscreteConditional P(D, {B,E}, "9/1 2/8 3/7 1/9");
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* parses into a table.
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*/
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*
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* Example: DiscreteConditional P(D, {B,E}, "9/1 2/8 3/7 1/9");
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*/
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DiscreteConditional(const DiscreteKey& key, const DiscreteKeys& parents,
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DiscreteConditional(const DiscreteKey& key, const DiscreteKeys& parents,
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const std::string& spec)
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const std::string& spec)
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: DiscreteConditional(Signature(key, parents, spec)) {}
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: DiscreteConditional(Signature(key, parents, spec)) {}
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@ -30,7 +30,7 @@ namespace gtsam {
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* The format is (Key % string) for nodes with no parents,
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* The format is (Key % string) for nodes with no parents,
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* and (Key | Key, Key = string) for nodes with parents.
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* and (Key | Key, Key = string) for nodes with parents.
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*
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*
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* The string specifies a conditional probability spec in the 00 01 10 11 order.
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* The string specifies a conditional probability table in 00 01 10 11 order.
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* For three-valued, it would be 00 01 02 10 11 12 20 21 22, etc...
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* For three-valued, it would be 00 01 02 10 11 12 20 21 22, etc...
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*
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*
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* For example, given the following keys
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* For example, given the following keys
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@ -73,22 +73,29 @@ namespace gtsam {
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public:
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public:
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/**
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/**
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* Construct from key, parents, and a Table specifying the CPT.
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* Construct from key, parents, and a Signature::Table specifying the
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* conditional probability table (CPT) in 00 01 10 11 order. For
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* three-valued, it would be 00 01 02 10 11 12 20 21 22, etc....
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*
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*
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* The first string is parsed to add a key and parents.
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* The first string is parsed to add a key and parents.
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*
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*
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* Example: Signature sig(D, {B,E}, table);
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* Example:
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* Signature::Table table{{0.9, 0.1}, {0.2, 0.8}, {0.3, 0.7}, {0.1, 0.9}};
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* Signature sig(D, {E, B}, table);
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*/
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*/
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Signature(const DiscreteKey& key, const DiscreteKeys& parents,
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Signature(const DiscreteKey& key, const DiscreteKeys& parents,
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const Table& table);
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const Table& table);
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/**
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/**
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* Construct from key, parents, and a string specifying the CPT.
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* Construct from key, parents, and a string specifying the conditional
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* probability table (CPT) in 00 01 10 11 order. For three-valued, it would
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* be 00 01 02 10 11 12 20 21 22, etc....
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*
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*
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* The first string is parsed to add a key and parents. The second string
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* The first string is parsed to add a key and parents. The second string
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* parses into a table.
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* parses into a table.
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*
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*
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* Example: Signature sig(D, {B,E}, "9/1 2/8 3/7 1/9");
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* Example (same CPT as above):
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* Signature sig(D, {B,E}, "9/1 2/8 3/7 1/9");
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*/
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*/
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Signature(const DiscreteKey& key, const DiscreteKeys& parents,
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Signature(const DiscreteKey& key, const DiscreteKeys& parents,
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const std::string& spec);
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const std::string& spec);
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@ -92,7 +92,6 @@ TEST(testSignature, all_examples) {
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Signature b(B, {S}, "70/30 40/60");
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Signature b(B, {S}, "70/30 40/60");
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Signature e(E, {T, L}, "F F F 1");
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Signature e(E, {T, L}, "F F F 1");
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Signature x(X, {E}, "95/5 2/98");
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Signature x(X, {E}, "95/5 2/98");
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Signature d(D, {E, B}, "9/1 2/8 3/7 1/9");
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}
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}
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// Make sure we can create all signatures for Asia network with operator magic.
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// Make sure we can create all signatures for Asia network with operator magic.
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@ -105,7 +104,17 @@ TEST(testSignature, all_examples_magic) {
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Signature b(B | S = "70/30 40/60");
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Signature b(B | S = "70/30 40/60");
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Signature e((E | T, L) = "F F F 1");
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Signature e((E | T, L) = "F F F 1");
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Signature x(X | E = "95/5 2/98");
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Signature x(X | E = "95/5 2/98");
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Signature d((D | E, B) = "9/1 2/8 3/7 1/9");
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}
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// Check example from docs.
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TEST(testSignature, doxygen_example) {
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Signature::Table table{{0.9, 0.1}, {0.2, 0.8}, {0.3, 0.7}, {0.1, 0.9}};
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Signature d1(D, {E, B}, table);
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Signature d2((D | E, B) = "9/1 2/8 3/7 1/9");
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Signature d3(D, {E, B}, "9/1 2/8 3/7 1/9");
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EXPECT(*(d1.table()) == table);
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EXPECT(*(d2.table()) == table);
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EXPECT(*(d3.table()) == table);
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}
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}
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/* ************************************************************************* */
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/* ************************************************************************* */
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