| afInvKuu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afInvSu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afInvSuHat (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| afInvSuMu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afInvSuMuHat (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| afKfu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afKuu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afMu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afMuHat (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| afSu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| afSuHat (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| afXu (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| BackpropGradientsReg(af::array &m, af::array &v, af::array &dlogZ_dm, af::array &dlogZ_dv, af::array &x, std::map< std::string, af::array > &grad_hyper, std::map< std::string, af::array > &grad_cav, Scalar alpha=1.0) (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | |
| beta (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| boost::serialization::access (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | friend |
| ComputeCavity(af::array &idx, af::array &muhat, af::array &Suhat, af::array &T1uHat, af::array &T2uHat, Scalar alpha=1.0f) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| ComputeKfu(const af::array &inX) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | |
| ComputeKuu() | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | |
| FixInducing(bool isfixed) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |
| FixKernelParameters(bool isfixed) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | virtual |
| ForwardPredictionCavity(af::array &mout, af::array &vout, af::array &n, af::array &mx, af::array *vx=nullptr, Scalar alpha=1.0) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | |
| ForwardPredictionDeterministicCavity(af::array &mout, af::array &vout, af::array &idx, af::array &mx, Scalar alpha=1.0) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| ForwardPredictionDeterministicPost(af::array &mx, af::array *mout, af::array *vout) (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer::ForwardPredictionDeterministicPost(const af::array &mx, af::array *mout, af::array *vout) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protectedvirtual |
| ForwardPredictionPost(const af::array *mx, const af::array *vx, af::array &mout, af::array &vout) override | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | virtual |
| ForwardPredictionRandomCavity(af::array &mout, af::array &vout, af::array &idx, af::array &mx, af::array &vx, Scalar alpha=1.0) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| ForwardPredictionRandomPost(const af::array &mx, const af::array &vx, af::array &mout, af::array &vout, PropagationMode mode=PropagationMode::MomentMatching) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protectedvirtual |
| gamma (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | protected |
| GetKernel() | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | |
| GetNumParameters() override | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |
| GetParameters() override | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |
| GetPseudoInputs() | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | |
| GetType() | NeuralEngine::MachineLearning::ILayer< Scalar > | inline |
| GPBaseLayer(int numPoints, int outputDim, int inputDim) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | |
| GPBaseLayer() | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | inlineprotected |
| iD | NeuralEngine::MachineLearning::ILayer< Scalar > | protected |
| ik (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| ILayer(LayerType type, int numPoints, int outputDim) | NeuralEngine::MachineLearning::ILayer< Scalar > | inline |
| ILayer() | NeuralEngine::MachineLearning::ILayer< Scalar > | inlineprotected |
| iN | NeuralEngine::MachineLearning::ILayer< Scalar > | protected |
| InitParameters(af::array *X=nullptr) override | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | virtual |
| iq | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | protected |
| isFixedHypers (defined in NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | protected |
| isFixedInducing (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| JITTER | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | protected |
| kernel | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | protected |
| lType | NeuralEngine::MachineLearning::ILayer< Scalar > | protected |
| m_dType | NeuralEngine::MachineLearning::ILayer< Scalar > | protected |
| mStyles | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | protected |
| ReinitParameters() override | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protectedvirtual |
| SampleFromPost(const af::array &inX, af::array &outfsample) override | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |
| serialize(Archive &ar, unsigned int version) (defined in NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar >) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | inlineprivate |
| SetDataSize(int length, int dimension) override | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | virtual |
| SetKernel(IKernel< Scalar > *kern) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | |
| SetLatentDimension(int q) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | |
| SetParameters(const af::array ¶m) override | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |
| SetStyles(std::map< std::string, Style< Scalar > > *styles) | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | |
| SGPLayer2nd(int numPoints, int numPseudos, int outputDim, int inputDim) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | |
| SparseGPBaseLayer(int numPoints, int numPseudos, int outputDim, int inputDim) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | |
| SparseGPBaseLayer() | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | inlineprotected |
| T1 (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| T2 (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| T2_R (defined in NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar >) | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | protected |
| UpdateFactor(af::array &n, std::map< std::string, af::array > grad_cav, Scalar alpha, Scalar decay=0) | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | |
| UpdateParameters() override | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | virtual |
| ~GPBaseLayer() | NeuralEngine::MachineLearning::GPModels::GPBaseLayer< Scalar > | virtual |
| ~ILayer()=default | NeuralEngine::MachineLearning::ILayer< Scalar > | virtual |
| ~SGPLayer2nd() | NeuralEngine::MachineLearning::GPModels::PowerEP::SGPLayer2nd< Scalar > | virtual |
| ~SparseGPBaseLayer() | NeuralEngine::MachineLearning::GPModels::SparseGPBaseLayer< Scalar > | virtual |