mlrl.common.cython package¶
Submodules¶
- mlrl.common.cython.feature_binning module
EqualFrequencyFeatureBinningConfig
EqualFrequencyFeatureBinningConfig.get_bin_ratio()
EqualFrequencyFeatureBinningConfig.get_max_bins()
EqualFrequencyFeatureBinningConfig.get_min_bins()
EqualFrequencyFeatureBinningConfig.set_bin_ratio()
EqualFrequencyFeatureBinningConfig.set_max_bins()
EqualFrequencyFeatureBinningConfig.set_min_bins()
EqualWidthFeatureBinningConfig
- mlrl.common.cython.feature_info module
- mlrl.common.cython.feature_matrix module
- mlrl.common.cython.feature_sampling module
- mlrl.common.cython.info module
- mlrl.common.cython.instance_sampling module
- mlrl.common.cython.label_matrix module
- mlrl.common.cython.label_sampling module
- mlrl.common.cython.label_space_info module
- mlrl.common.cython.learner module
BeamSearchTopDownRuleInductionMixin
DefaultRuleMixin
EqualFrequencyFeatureBinningMixin
EqualWidthFeatureBinningMixin
ExampleWiseStratifiedBiPartitionSamplingMixin
ExampleWiseStratifiedInstanceSamplingMixin
FeatureSamplingWithoutReplacementMixin
GreedyTopDownRuleInductionMixin
InstanceSamplingWithReplacementMixin
InstanceSamplingWithoutReplacementMixin
IrepRulePruningMixin
LabelSamplingWithoutReplacementMixin
LabelWiseStratifiedBiPartitionSamplingMixin
LabelWiseStratifiedInstanceSamplingMixin
NoFeatureBinningMixin
NoFeatureSamplingMixin
NoGlobalPruningMixin
NoInstanceSamplingMixin
NoJointProbabilityCalibrationMixin
NoLabelSamplingMixin
NoMarginalProbabilityCalibrationMixin
NoParallelPredictionMixin
NoParallelRuleRefinementMixin
NoParallelStatisticUpdateMixin
NoPartitionSamplingMixin
NoPostProcessorMixin
NoRulePruningMixin
NoSequentialPostOptimizationMixin
NoSizeStoppingCriterionMixin
NoTimeStoppingCriterionMixin
ParallelPredictionMixin
ParallelRuleRefinementMixin
ParallelStatisticUpdateMixin
PostPruningMixin
PrePruningMixin
RandomBiPartitionSamplingMixin
RoundRobinLabelSamplingMixin
RuleLearner
RuleLearnerConfig
SequentialPostOptimizationMixin
SequentialRuleModelAssemblageMixin
SizeStoppingCriterionMixin
TimeStoppingCriterionMixin
TrainingResult
- mlrl.common.cython.multi_threading module
- mlrl.common.cython.partition_sampling module
- mlrl.common.cython.post_optimization module
SequentialPostOptimizationConfig
SequentialPostOptimizationConfig.are_features_resampled()
SequentialPostOptimizationConfig.are_heads_refined()
SequentialPostOptimizationConfig.get_num_iterations()
SequentialPostOptimizationConfig.set_num_iterations()
SequentialPostOptimizationConfig.set_refine_heads()
SequentialPostOptimizationConfig.set_resample_features()
- mlrl.common.cython.prediction module
- mlrl.common.cython.probability_calibration module
IsotonicJointProbabilityCalibrationModel
IsotonicMarginalProbabilityCalibrationModel
IsotonicProbabilityCalibrationModel
IsotonicProbabilityCalibrationModelVisitor
JointProbabilityCalibrationModel
MarginalProbabilityCalibrationModel
NoJointProbabilityCalibrationModel
NoMarginalProbabilityCalibrationModel
NoProbabilityCalibrationModel
- mlrl.common.cython.rule_induction module
BeamSearchTopDownRuleInductionConfig
BeamSearchTopDownRuleInductionConfig.are_features_resampled()
BeamSearchTopDownRuleInductionConfig.are_predictions_recalculated()
BeamSearchTopDownRuleInductionConfig.get_beam_width()
BeamSearchTopDownRuleInductionConfig.get_max_conditions()
BeamSearchTopDownRuleInductionConfig.get_max_head_refinements()
BeamSearchTopDownRuleInductionConfig.get_min_coverage()
BeamSearchTopDownRuleInductionConfig.get_min_support()
BeamSearchTopDownRuleInductionConfig.set_beam_width()
BeamSearchTopDownRuleInductionConfig.set_max_conditions()
BeamSearchTopDownRuleInductionConfig.set_max_head_refinements()
BeamSearchTopDownRuleInductionConfig.set_min_coverage()
BeamSearchTopDownRuleInductionConfig.set_min_support()
BeamSearchTopDownRuleInductionConfig.set_recalculate_predictions()
BeamSearchTopDownRuleInductionConfig.set_resample_features()
GreedyTopDownRuleInductionConfig
GreedyTopDownRuleInductionConfig.are_predictions_recalculated()
GreedyTopDownRuleInductionConfig.get_max_conditions()
GreedyTopDownRuleInductionConfig.get_max_head_refinements()
GreedyTopDownRuleInductionConfig.get_min_coverage()
GreedyTopDownRuleInductionConfig.get_min_support()
GreedyTopDownRuleInductionConfig.set_max_conditions()
GreedyTopDownRuleInductionConfig.set_max_head_refinements()
GreedyTopDownRuleInductionConfig.set_min_coverage()
GreedyTopDownRuleInductionConfig.set_min_support()
GreedyTopDownRuleInductionConfig.set_recalculate_predictions()
- mlrl.common.cython.rule_model module
CompleteHead
ConjunctiveBody
ConjunctiveBody.nominal_eq_indices
ConjunctiveBody.nominal_eq_thresholds
ConjunctiveBody.nominal_neq_indices
ConjunctiveBody.nominal_neq_thresholds
ConjunctiveBody.numerical_gr_indices
ConjunctiveBody.numerical_gr_thresholds
ConjunctiveBody.numerical_leq_indices
ConjunctiveBody.numerical_leq_thresholds
ConjunctiveBody.ordinal_gr_indices
ConjunctiveBody.ordinal_gr_thresholds
ConjunctiveBody.ordinal_leq_indices
ConjunctiveBody.ordinal_leq_thresholds
EmptyBody
PartialHead
RuleList
RuleModel
RuleModelVisitor
- mlrl.common.cython.stopping_criterion module
AggregationFunction
AggregationFunctionImpl
PostPruningConfig
PostPruningConfig.get_interval()
PostPruningConfig.get_min_rules()
PostPruningConfig.is_holdout_set_used()
PostPruningConfig.is_remove_unused_rules()
PostPruningConfig.set_interval()
PostPruningConfig.set_min_rules()
PostPruningConfig.set_remove_unused_rules()
PostPruningConfig.set_use_holdout_set()
PrePruningConfig
PrePruningConfig.get_aggregation_function()
PrePruningConfig.get_min_improvement()
PrePruningConfig.get_min_rules()
PrePruningConfig.get_num_current()
PrePruningConfig.get_num_past()
PrePruningConfig.get_stop_interval()
PrePruningConfig.get_update_interval()
PrePruningConfig.is_holdout_set_used()
PrePruningConfig.is_remove_unused_rules()
PrePruningConfig.set_aggregation_function()
PrePruningConfig.set_min_improvement()
PrePruningConfig.set_min_rules()
PrePruningConfig.set_num_current()
PrePruningConfig.set_num_past()
PrePruningConfig.set_remove_unused_rules()
PrePruningConfig.set_stop_interval()
PrePruningConfig.set_update_interval()
PrePruningConfig.set_use_holdout_set()
SizeStoppingCriterionConfig
TimeStoppingCriterionConfig
- mlrl.common.cython.validation module