/
dependencies.dart
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dependencies.dart
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import 'package:injector/injector.dart';
import 'package:ml_algo/src/classifier/decision_tree_classifier/decision_tree_classifier_factory.dart';
import 'package:ml_algo/src/classifier/decision_tree_classifier/decision_tree_classifier_factory_impl.dart';
import 'package:ml_algo/src/classifier/knn_classifier/knn_classifier_factory.dart';
import 'package:ml_algo/src/classifier/knn_classifier/knn_classifier_factory_impl.dart';
import 'package:ml_algo/src/classifier/softmax_regressor/softmax_regressor_factory.dart';
import 'package:ml_algo/src/classifier/softmax_regressor/softmax_regressor_factory_impl.dart';
import 'package:ml_algo/src/common/sequence_elements_distribution_calculator/distribution_calculator_factory.dart';
import 'package:ml_algo/src/common/sequence_elements_distribution_calculator/distribution_calculator_factory_impl.dart';
import 'package:ml_algo/src/cost_function/cost_function_factory.dart';
import 'package:ml_algo/src/cost_function/cost_function_factory_impl.dart';
import 'package:ml_algo/src/di/injector.dart';
import 'package:ml_algo/src/knn_kernel/kernel_factory.dart';
import 'package:ml_algo/src/knn_kernel/kernel_factory_impl.dart';
import 'package:ml_algo/src/knn_solver/knn_solver_factory.dart';
import 'package:ml_algo/src/knn_solver/knn_solver_factory_impl.dart';
import 'package:ml_algo/src/linear_optimizer/convergence_detector/convergence_detector_factory.dart';
import 'package:ml_algo/src/linear_optimizer/convergence_detector/convergence_detector_factory_impl.dart';
import 'package:ml_algo/src/linear_optimizer/gradient_optimizer/learning_rate_generator/learning_rate_generator_factory.dart';
import 'package:ml_algo/src/linear_optimizer/gradient_optimizer/learning_rate_generator/learning_rate_generator_factory_impl.dart';
import 'package:ml_algo/src/linear_optimizer/initial_coefficients_generator/initial_coefficients_generator_factory.dart';
import 'package:ml_algo/src/linear_optimizer/initial_coefficients_generator/initial_coefficients_generator_factory_impl.dart';
import 'package:ml_algo/src/linear_optimizer/linear_optimizer_factory.dart';
import 'package:ml_algo/src/linear_optimizer/linear_optimizer_factory_impl.dart';
import 'package:ml_algo/src/link_function/link_function.dart';
import 'package:ml_algo/src/link_function/link_function_dependency_tokens.dart';
import 'package:ml_algo/src/link_function/logit/float32_inverse_logit_function.dart';
import 'package:ml_algo/src/link_function/logit/float64_inverse_logit_function.dart';
import 'package:ml_algo/src/link_function/softmax/float32_softmax_link_function.dart';
import 'package:ml_algo/src/link_function/softmax/float64_softmax_link_function.dart';
import 'package:ml_algo/src/math/randomizer/randomizer_factory.dart';
import 'package:ml_algo/src/math/randomizer/randomizer_factory_impl.dart';
import 'package:ml_algo/src/model_selection/split_indices_provider/split_indices_provider_factory.dart';
import 'package:ml_algo/src/model_selection/split_indices_provider/split_indices_provider_factory_impl.dart';
import 'package:ml_algo/src/regressor/knn_regressor/knn_regressor_factory.dart';
import 'package:ml_algo/src/regressor/knn_regressor/knn_regressor_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/leaf_detector/leaf_detector_factory.dart';
import 'package:ml_algo/src/tree_trainer/leaf_detector/leaf_detector_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/leaf_label/leaf_label_factory_factory.dart';
import 'package:ml_algo/src/tree_trainer/leaf_label/leaf_label_factory_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/split_assessor/split_assessor_factory.dart';
import 'package:ml_algo/src/tree_trainer/split_assessor/split_assessor_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/split_selector/split_selector_factory.dart';
import 'package:ml_algo/src/tree_trainer/split_selector/split_selector_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/splitter/nominal_splitter/nominal_splitter_factory.dart';
import 'package:ml_algo/src/tree_trainer/splitter/nominal_splitter/nominal_splitter_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/splitter/numerical_splitter/numerical_splitter_factory.dart';
import 'package:ml_algo/src/tree_trainer/splitter/numerical_splitter/numerical_splitter_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/splitter/splitter_factory.dart';
import 'package:ml_algo/src/tree_trainer/splitter/splitter_factory_impl.dart';
import 'package:ml_algo/src/tree_trainer/tree_trainer_factory.dart';
import 'package:ml_algo/src/tree_trainer/tree_trainer_factory_impl.dart';
Injector get dependencies =>
injector ??= Injector()
..registerSingleton<LinearOptimizerFactory>(
(_) => const LinearOptimizerFactoryImpl())
..registerSingleton<RandomizerFactory>(
(_) => const RandomizerFactoryImpl())
..registerSingleton<LearningRateGeneratorFactory>(
(_) => const LearningRateGeneratorFactoryImpl())
..registerSingleton<InitialCoefficientsGeneratorFactory>(
(_) => const InitialCoefficientsGeneratorFactoryImpl())
..registerDependency<ConvergenceDetectorFactory>(
(_) => const ConvergenceDetectorFactoryImpl())
..registerSingleton<CostFunctionFactory>(
(_) => const CostFunctionFactoryImpl())
..registerSingleton<LinkFunction>(
(_) => const Float32InverseLogitLinkFunction(),
dependencyName: float32InverseLogitLinkFunctionToken)
..registerSingleton<LinkFunction>(
(_) => const Float64InverseLogitLinkFunction(),
dependencyName: float64InverseLogitLinkFunctionToken)
..registerSingleton<LinkFunction>(
(_) => const Float32SoftmaxLinkFunction(),
dependencyName: float32SoftmaxLinkFunctionToken)
..registerSingleton<LinkFunction>(
(_) => const Float64SoftmaxLinkFunction(),
dependencyName: float64SoftmaxLinkFunctionToken)
..registerSingleton<SplitIndicesProviderFactory>(
(_) => const SplitIndicesProviderFactoryImpl())
..registerSingleton<SoftmaxRegressorFactory>(
(_) => const SoftmaxRegressorFactoryImpl())
..registerSingleton<KernelFactory>(
(_) => const KernelFactoryImpl())
..registerDependency<KnnSolverFactory>(
(_) => const KnnSolverFactoryImpl())
..registerSingleton<KnnClassifierFactory>(
(_) => const KnnClassifierFactoryImpl())
..registerSingleton<KnnRegressorFactory>(
(injector) => KnnRegressorFactoryImpl(
injector.getDependency<KernelFactory>(),
injector.getDependency<KnnSolverFactory>(),
))
..registerSingleton<SequenceElementsDistributionCalculatorFactory>(
(_) => const SequenceElementsDistributionCalculatorFactoryImpl())
..registerSingleton<NominalTreeSplitterFactory>(
(_) => const NominalTreeSplitterFactoryImpl())
..registerSingleton<NumericalTreeSplitterFactory>(
(_) => const NumericalTreeSplitterFactoryImpl())
..registerSingleton<TreeSplitAssessorFactory>(
(_) => const TreeSplitAssessorFactoryImpl())
..registerSingleton<TreeSplitterFactory>(
(injector) => TreeSplitterFactoryImpl(
injector.getDependency<TreeSplitAssessorFactory>(),
injector.getDependency<NominalTreeSplitterFactory>(),
injector.getDependency<NumericalTreeSplitterFactory>(),
))
..registerSingleton<TreeSplitSelectorFactory>(
(injector) => TreeSplitSelectorFactoryImpl(
injector.getDependency<TreeSplitAssessorFactory>(),
injector.getDependency<TreeSplitterFactory>(),
))
..registerSingleton<TreeLeafDetectorFactory>(
(injector) => TreeLeafDetectorFactoryImpl(
injector.getDependency<TreeSplitAssessorFactory>(),
))
..registerSingleton<TreeLeafLabelFactoryFactory>(
(injector) => TreeLeafLabelFactoryFactoryImpl(
injector.getDependency<SequenceElementsDistributionCalculatorFactory>(),
))
..registerSingleton<TreeTrainerFactory>(
(injector) => TreeTrainerFactoryImpl(
injector.getDependency<TreeLeafDetectorFactory>(),
injector.getDependency<TreeLeafLabelFactoryFactory>(),
injector.getDependency<TreeSplitSelectorFactory>(),
))
..registerSingleton<DecisionTreeClassifierFactory>(
(injector) => const DecisionTreeClassifierFactoryImpl());