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| static std::uniform_real_distribution< double > | AIToolbox::probabilityDistribution (0.0, 1.0) |
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| bool | AIToolbox::isProbability (const size_t size, const T &in) |
| | This function checks whether the supplied 1D container is a valid discrete distribution. More...
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| bool | AIToolbox::isProbability (const size_t rows, const size_t cols, const T &in) |
| | This function checks whether the rows of the input 2D container contain valid discrete distributions. More...
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| bool | AIToolbox::isProbability (const size_t depth, const size_t rows, const size_t cols, const T &in) |
| | This function checks whether the rows of the input 3D container contain valid discrete distributions. More...
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| bool | AIToolbox::isProbability (const Matrix2D &in) |
| | This function checks whether the rows of the input matrix contain valid discrete distributions. More...
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| bool | AIToolbox::isProbability (const Matrix3D &in) |
| | This function checks whether the rows of the input matrix contain valid discrete distributions. More...
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| bool | AIToolbox::isProbability (const SparseMatrix2D &in) |
| | This function checks whether the rows of the input matrix contain valid discrete distributions. More...
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| bool | AIToolbox::isProbability (const SparseMatrix3D &in) |
| | This function checks whether the rows of the input matrix contain valid discrete distributions. More...
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| template<typename T , typename G > |
| size_t | AIToolbox::sampleProbability (const size_t d, const T &in, G &generator) |
| | This function samples an index from a probability vector. More...
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| template<typename G > |
| size_t | AIToolbox::sampleProbability (const size_t d, const SparseMatrix2D::ConstRowXpr &in, G &generator) |
| | This function samples an index from a sparse probability vector. More...
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| double | AIToolbox::sampleBetaDistribution (double a, double b, G &generator) |
| | This function samples from a Beta distribution. More...
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| ProbabilityVector | AIToolbox::sampleDirichletDistribution (const TIn ¶ms, G &generator) |
| | This function samples from the input Dirichlet distribution. More...
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| template<typename TIn , typename TOut , typename G > |
| void | AIToolbox::sampleDirichletDistribution (const TIn ¶ms, G &generator, TOut &&out) |
| | This function samples from the input Dirichlet distribution inline. More...
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| ProbabilityVector | AIToolbox::makeRandomProbability (const size_t S, G &generator) |
| | This function generates a random probability vector. More...
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| bool | AIToolbox::checkEqualProbability (const ProbabilityVector &lhs, const ProbabilityVector &rhs) |
| | This function checks whether two input ProbabilityVector are equal. More...
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| double | AIToolbox::getEntropy (const ProbabilityVector &v) |
| | This function returns the entropy of the input ProbabilityVector. More...
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| double | AIToolbox::getEntropyBase2 (const ProbabilityVector &v) |
| | This function returns the entropy of the input ProbabilityVector computed using log2. More...
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| ProbabilityVector | AIToolbox::projectToProbability (const Vector &v) |
| | This function projects the input vector to a valid probability space. More...
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