#include <mlpack/core.hpp>#include <mlpack/methods/ann/layer/layer.hpp>#include <mlpack/methods/ann/layer/layer_types.hpp>#include <mlpack/methods/ann/init_rules/random_init.hpp>#include <mlpack/methods/ann/ffn.hpp>#include "catch.hpp"#include "serialization.hpp"#include <mlpack/core/dists/regression_distribution.hpp>#include <mlpack/core/tree/ballbound.hpp>#include <mlpack/core/tree/hrectbound.hpp>#include <mlpack/core/metrics/mahalanobis_distance.hpp>#include <mlpack/core/tree/binary_space_tree.hpp>#include <mlpack/methods/hoeffding_trees/hoeffding_tree.hpp>#include <mlpack/core/tree/cover_tree.hpp>#include <mlpack/core/tree/rectangle_tree.hpp>#include <mlpack/methods/perceptron/perceptron.hpp>#include <mlpack/methods/logistic_regression/logistic_regression.hpp>#include <mlpack/methods/neighbor_search/neighbor_search.hpp>#include <mlpack/methods/softmax_regression/softmax_regression.hpp>#include <mlpack/methods/det/dtree.hpp>#include <mlpack/methods/naive_bayes/naive_bayes_classifier.hpp>#include <mlpack/methods/rann/ra_search.hpp>#include <mlpack/methods/lsh/lsh_search.hpp>#include <mlpack/methods/lars/lars.hpp>#include <mlpack/methods/bayesian_linear_regression/bayesian_linear_regression.hpp>#include <mlpack/methods/ann/rbm/rbm.hpp>#include <mlpack/methods/ann/init_rules/gaussian_init.hpp>
Include dependency graph for serialization_test.cpp:
Classes | |
| class | TestStruct |
| Test the cereal array wrapper on an empty array. More... | |
Functions | |
| TEST_CASE ("CubeSerializeTest", "[SerializationTest]") | |
| Serialize a random cube. | |
| TEST_CASE ("EmptyCubeSerializeTest", "[SerializationTest]") | |
| Serialize an empty cube. | |
| TEST_CASE ("MatrixSerializeXMLTest", "[SerializationTest]") | |
| Can we load and save an Armadillo matrix? | |
| TEST_CASE ("ColSerializeTest", "[SerializationTest]") | |
| How about columns? | |
| TEST_CASE ("RowSerializeTest", "[SerializationTest]") | |
| How about rows? | |
| TEST_CASE ("EmptyMatrixSerializeTest", "[SerializationTest]") | |
| TEST_CASE ("SparseMatrixSerializeTest", "[SerializationTest]") | |
| Can we load and save a sparse Armadillo matrix? | |
| TEST_CASE ("SparseColSerializeTest", "[SerializationTest]") | |
| How about columns? | |
| TEST_CASE ("SparseRowSerializeTest", "[SerializationTest]") | |
| How about rows? | |
| TEST_CASE ("EmptySparseMatrixSerializeTest", "[SerializationTest]") | |
| TEST_CASE ("BallBoundTest", "[SerializationTest]") | |
| TEST_CASE ("MahalanobisBallBoundTest", "[SerializationTest]") | |
| TEST_CASE ("HRectBoundTest", "[SerializationTest]") | |
| template<typename TreeType > | |
| void | CheckTrees (TreeType &tree, TreeType &xmlTree, TreeType &jsonTree, TreeType &binaryTree) |
| TEST_CASE ("BinarySpaceTreeTest", "[SerializationTest]") | |
| TEST_CASE ("BinarySpaceTreeOverwriteTest", "[SerializationTest]") | |
| TEST_CASE ("CoverTreeTest", "[SerializationTest]") | |
| TEST_CASE ("CoverTreeOverwriteTest", "[SerializationTest]") | |
| TEST_CASE ("RectangleTreeTest", "[SerializationTest]") | |
| TEST_CASE ("RectangleTreeOverwriteTest", "[SerializationTest]") | |
| TEST_CASE ("PerceptronTest", "[SerializationTest]") | |
| TEST_CASE ("LogisticRegressionTest", "[SerializationTest]") | |
| TEST_CASE ("KNNTest", "[SerializationTest]") | |
| TEST_CASE ("SoftmaxRegressionTest", "[SerializationTest]") | |
| TEST_CASE ("DETTest", "[SerializationTest]") | |
| TEST_CASE ("NaiveBayesSerializationTest", "[SerializationTest]") | |
| TEST_CASE ("RASearchTest", "[SerializationTest]") | |
| TEST_CASE ("LSHTest", "[SerializationTest]") | |
| Test that an LSH model can be serialized and deserialized. | |
| TEST_CASE ("LARSTest", "[SerializationTest]") | |
| TEST_CASE ("HoeffdingNumericSplitTest", "[SerializationTest]") | |
| Test serialization of the HoeffdingNumericSplit object after binning has occured. | |
| TEST_CASE ("HoeffdingNumericSplitBeforeBinningTest", "[SerializationTest]") | |
| Make sure serialization of the HoeffdingNumericSplit object before binning occurs is successful. | |
| TEST_CASE ("HoeffdingCategoricalSplitTest", "[SerializationTest]") | |
| Make sure the HoeffdingCategoricalSplit object serializes correctly. | |
| TEST_CASE ("HoeffdingTreeBeforeSplitTest", "[SerializationTest]") | |
| Make sure the HoeffdingTree object serializes correctly before a split has occured. | |
| TEST_CASE ("HoeffdingTreeAfterSplitTest", "[SerializationTest]") | |
| Make sure the HoeffdingTree object serializes correctly after a split has occurred. | |
| TEST_CASE ("EmptyHoeffdingTreeTest", "[SerializationTest]") | |
| TEST_CASE ("HoeffdingTreeTest", "[SerializationTest]") | |
| Build a Hoeffding tree, then save it and make sure other trees can classify as effectively. | |
| TEST_CASE ("BinaryRBMTest", "[SerializationTest]") | |
| Build a Binary RBM, then save it and make sure the parameters of the all the RBM are equal. | |
| TEST_CASE ("ssRBMTest", "[SerializationTest]") | |
| Build a ssRBM, then save it and make sure the parameters of the all the RBM are equal. | |
| TEST_CASE ("BayesianLinearRegressionTest", "[SerializationTest]") | |
| TEST_CASE ("CerealEmptyArrayWrapperTest", "[SerializationTest]") | |
Detailed Description
Test serialization of mlpack objects.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
