List of all items
Structs
- data::transforms::minmax::MinMaxFitter
- data::transforms::minmax::MinMaxScaler
- data::transforms::normalize::Normalizer
- data::transforms::shuffle::Shuffler
- data::transforms::standardize::Standardizer
- data::transforms::standardize::StandardizerFitter
- learning::dbscan::DBSCAN
- learning::error::Error
- learning::glm::Bernoulli
- learning::glm::Binomial
- learning::glm::GenLinearModel
- learning::glm::Identity
- learning::glm::Log
- learning::glm::Logit
- learning::glm::Normal
- learning::glm::Poisson
- learning::gmm::GaussianMixtureModel
- learning::gp::ConstMean
- learning::gp::GaussianProcess
- learning::k_means::Forgy
- learning::k_means::KMeansClassifier
- learning::k_means::KPlusPlus
- learning::k_means::RandomPartition
- learning::knn::BruteForce
- learning::knn::KNNClassifier
- learning::lin_reg::LinRegressor
- learning::logistic_reg::BaseLogisticRegressor
- learning::logistic_reg::LogisticRegressor
- learning::naive_bayes::Bernoulli
- learning::naive_bayes::Gaussian
- learning::naive_bayes::Multinomial
- learning::naive_bayes::NaiveBayes
- learning::nnet::BCECriterion
- learning::nnet::BaseNeuralNet
- learning::nnet::MSECriterion
- learning::nnet::NeuralNet
- learning::nnet::net_layer::Linear
- learning::optim::fmincg::ConjugateGD
- learning::optim::grad_desc::AdaGrad
- learning::optim::grad_desc::GradientDesc
- learning::optim::grad_desc::RMSProp
- learning::optim::grad_desc::StochasticGD
- learning::pca::PCA
- learning::svm::SVM
- learning::toolkit::activ_fn::Exp
- learning::toolkit::activ_fn::Linear
- learning::toolkit::activ_fn::Sigmoid
- learning::toolkit::activ_fn::Tanh
- learning::toolkit::cost_fn::CrossEntropyError
- learning::toolkit::cost_fn::MeanSqError
- learning::toolkit::kernel::Exponential
- learning::toolkit::kernel::HyperTan
- learning::toolkit::kernel::KernelArith
- learning::toolkit::kernel::KernelProd
- learning::toolkit::kernel::KernelSum
- learning::toolkit::kernel::Linear
- learning::toolkit::kernel::Multiquadric
- learning::toolkit::kernel::Polynomial
- learning::toolkit::kernel::RationalQuadratic
- learning::toolkit::kernel::SquaredExp
- linalg::Cholesky
- linalg::FullPivLu
- linalg::HouseholderComposition
- linalg::HouseholderQr
- linalg::LUP
- linalg::LUPQ
- linalg::Matrix
- linalg::MatrixSlice
- linalg::MatrixSliceMut
- linalg::PartialPivLu
- linalg::QR
- linalg::ThinQR
- linalg::Vector
- linalg::norm::Euclidean
- prelude::Matrix
- prelude::MatrixSlice
- prelude::MatrixSliceMut
- prelude::Vector
Enums
- learning::error::ErrorKind
- learning::gmm::CovOption
- learning::toolkit::regularization::Regularization
- linalg::Axes
- linalg::norm::Lp
- prelude::Axes
Traits
- data::transforms::Invertible
- data::transforms::TransformFitter
- data::transforms::Transformer
- learning::SupModel
- learning::UnSupModel
- learning::glm::Criterion
- learning::glm::LinkFunc
- learning::gp::MeanFunc
- learning::k_means::Initializer
- learning::knn::KNearestSearch
- learning::naive_bayes::Distribution
- learning::nnet::Criterion
- learning::nnet::net_layer::NetLayer
- learning::optim::OptimAlgorithm
- learning::optim::Optimizable
- learning::toolkit::activ_fn::ActivationFunc
- learning::toolkit::cost_fn::CostFunc
- learning::toolkit::kernel::Kernel
- linalg::BaseMatrix
- linalg::BaseMatrixMut
- linalg::Decomposition
- linalg::norm::MatrixMetric
- linalg::norm::MatrixNorm
- linalg::norm::VectorMetric
- linalg::norm::VectorNorm
- prelude::BaseMatrix
- prelude::BaseMatrixMut
Functions
- analysis::confusion_matrix::confusion_matrix
- analysis::cross_validation::k_fold_validate
- analysis::score::accuracy
- analysis::score::f1
- analysis::score::neg_mean_squared_error
- analysis::score::precision
- analysis::score::recall
- analysis::score::row_accuracy
- learning::toolkit::rand_utils::fisher_yates
- learning::toolkit::rand_utils::in_place_fisher_yates
- learning::toolkit::rand_utils::reservoir_sample