Index

_

_() (bosk.pipeline.converter.dask.DaskConverter.Visitor method), [1], [2] (bosk.pipeline.converter.DaskConverter.Visitor method), [1], [2] (bosk.pipeline.converter.NetworkXConverter.Visitor method), [1] (bosk.pipeline.converter.nx.NetworkXConverter.Visitor method), [1] (bosk.visitor.group.ModifyGroupVisitor method) __aggregate() (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __append_outputs() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) __block_executor (bosk.executor.base.BaseExecutor attribute) __call__() (bosk.executor.base.BaseExecutor method) (bosk.pipeline.converter.dask.DaskConverter method) (bosk.pipeline.converter.DaskConverter method) (bosk.pipeline.converter.NetworkXConverter method) (bosk.pipeline.converter.nx.NetworkXConverter method) __chunk_pooling() (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __custom_cross_validate() (bosk.auto.layers.StackingLayer method) __enter__() (bosk.executor.parallel.greedy.JoblibParallelEngine method) (bosk.executor.parallel.greedy.MultiprocessingParallelEngine method) (bosk.executor.parallel.greedy.ParallelEngine method) (bosk.executor.parallel.JoblibParallelEngine method) (bosk.executor.parallel.MultiprocessingParallelEngine method) (bosk.executor.parallel.ParallelEngine method) __execute_with_parallel() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) __exit__() (bosk.executor.parallel.greedy.JoblibParallelEngine method) (bosk.executor.parallel.greedy.MultiprocessingParallelEngine method) (bosk.executor.parallel.greedy.ParallelEngine method) (bosk.executor.parallel.JoblibParallelEngine method) (bosk.executor.parallel.MultiprocessingParallelEngine method) (bosk.executor.parallel.ParallelEngine method) __getattr__() (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) __getitem__() (bosk.block.functional.FunctionalBlockWrapper method) (bosk.pipeline.builder.FunctionalBlockWrapper method) __getstate__() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) __hash__() (bosk.BaseSlot method) (bosk.block.base.BaseSlot method) (bosk.block.BaseSlot method) __index_based_chunk_pooling() (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __inputs (bosk.executor.base.BaseExecutor attribute) __jax_based_pooling() (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __map_vars() (bosk.executor.BaseBoskPipelineWrapper method) (bosk.executor.sklearn_interface.BaseBoskPipelineWrapper method) __njit_based_chunk_pooling() (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __outputs (bosk.executor.base.BaseExecutor attribute) __pipeline (bosk.executor.base.BaseExecutor attribute) __prepare_pooling_indices() (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) __process_inputs_outputs() (bosk.executor.base.BaseExecutor method) __repr__() (bosk.BaseData method) (bosk.BaseSlot method) (bosk.block.base.BaseBlock method) (bosk.block.base.BaseSlot method) (bosk.block.base.BlockGroup method) (bosk.block.BaseBlock method) (bosk.block.BaseSlot method) (bosk.block.BlockGroup method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.block.zoo.gpu_blocks.BaseData method) (bosk.data.BaseData method) __setstate__() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) __slot_handler (bosk.executor.base.BaseExecutor attribute) __stage (bosk.executor.base.BaseExecutor attribute) _add_common_block() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _add_edge() (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) _add_input() (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) _add_node() (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) _add_output() (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) _apply_ferns() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) _check_dims() (bosk.block.zoo.multi_grained_scanning.pooling.GlobalAveragePoolingBlock method) _check_input_values() (bosk.executor.base.BaseExecutor method) _classifier_init() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) (bosk.executor.BoskPipelineClassifier method) (bosk.executor.sklearn_interface.BoskPipelineClassifier method) _clean_unnecessary_data() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _compare_blocks_conns() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _compute_all_non_threadsafe() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _compute_all_parallel() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _compute_all_plain() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _conn_dict (bosk.executor.topological.TopologicalExecutor attribute), [1] (bosk.executor.TopologicalExecutor attribute), [1] _conn_map (bosk.executor.GreedyParallelExecutor attribute), [1] (bosk.executor.parallel.greedy.GreedyParallelExecutor attribute), [1] (bosk.executor.parallel.GreedyParallelExecutor attribute), [1] (bosk.executor.recursive.RecursiveExecutor attribute), [1] (bosk.executor.RecursiveExecutor attribute), [1] _continue_bfs() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _ConvolutionHelper (class in bosk.block.zoo.multi_grained_scanning._convolution_helpers)

_ConvolutionParams (class in bosk.block.zoo.multi_grained_scanning._convolution_helpers) _dfs() (bosk.executor.topological.TopologicalExecutor method) (bosk.executor.TopologicalExecutor method) _dump_all_blocks() (bosk.pipeline.serializer.zip.ZipPipelineSerializer method) (bosk.pipeline.serializer.ZipPipelineSerializer method) _dump_block() (bosk.pipeline.serializer.zip.ZipPipelineSerializer method) (bosk.pipeline.serializer.ZipPipelineSerializer method) _exclude_training_indices() (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock method) (bosk.block.zoo.routing.SubsetTrainWrapperBlock method) _execute_block() (bosk.executor.base.BaseExecutor method) _extract() (bosk.executor.BaseBoskPipelineWrapper method) (bosk.executor.sklearn_interface.BaseBoskPipelineWrapper method) _find_next_block() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _find_ready_blocks() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _get_aj_lists() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _get_backward_aj_list() (bosk.executor.topological.TopologicalExecutor method) (bosk.executor.TopologicalExecutor method) _get_block_init() (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) _get_blocks() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _get_common_input_dict() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _get_common_inputs() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _get_copy_pipeline() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) _get_flattened_window_size() (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) _get_forward_aj_list() (bosk.executor.topological.TopologicalExecutor method) (bosk.executor.TopologicalExecutor method) _get_input_plug() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _get_metrics_names() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) _get_pers_inp_dict() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) _get_times_dict() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) _is_slot_required() (bosk.executor.base.BaseExecutor method) _load_all_blocks() (bosk.pipeline.serializer.zip.ZipPipelineSerializer method) (bosk.pipeline.serializer.ZipPipelineSerializer method) _log_metrics() (bosk.auto.builders.SequentialPipelineBuilder method) _make_base_df_blocks() (in module bosk.auto.deep_forest) _make_ferns() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) _make_fitter() (bosk.auto.layers.StackingLayer method) _make_placeholder_fn() (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) _make_slots() (bosk.block.base.BaseBlock method) (bosk.block.base.BaseInputBlock method) (bosk.block.base.BaseOutputBlock method) (bosk.block.BaseBlock method) (bosk.block.BaseInputBlock method) (bosk.block.BaseOutputBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.block.zoo.input_plugs.BaseInputBlock method) (bosk.block.zoo.output_plugs.BaseOutputBlock method) _mangle_block() (bosk.pipeline.converter.dask.DaskConverter method) (bosk.pipeline.converter.DaskConverter method) _mangle_input_slot() (bosk.pipeline.converter.dask.DaskConverter method) (bosk.pipeline.converter.DaskConverter method) _mangle_output_slot() (bosk.pipeline.converter.dask.DaskConverter method) (bosk.pipeline.converter.DaskConverter method) _map_input_names_to_slots() (bosk.executor.base.BaseExecutor method) _model_transform() (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanningNDBlock method) _njit_max_pooling_1d() (in module bosk.block.zoo.multi_grained_scanning._pooling_impl) _njit_max_pooling_2d() (in module bosk.block.zoo.multi_grained_scanning._pooling_impl) _njit_mean_pooling_1d() (in module bosk.block.zoo.multi_grained_scanning._pooling_impl) _njit_mean_pooling_2d() (in module bosk.block.zoo.multi_grained_scanning._pooling_impl) _parallel_calc_bucket_stats() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) _PoolingIndices (class in bosk.block.zoo.multi_grained_scanning._convolution_helpers) _predict_all() (bosk.executor.BaseBoskPipelineWrapper method) (bosk.executor.sklearn_interface.BaseBoskPipelineWrapper method) _predict_proba() (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) _prepare_block_executor() (bosk.executor.base.BaseExecutor method) _prepare_executors() (bosk.executor.BaseBoskPipelineWrapper method) (bosk.executor.sklearn_interface.BaseBoskPipelineWrapper method) _prepare_inputs() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _prepare_inputs_by_block() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _prepare_out_to_in_edges() (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) _prepare_slot_handler() (bosk.executor.base.BaseExecutor method) _register_block() (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) _set_manual_state() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _set_random_state() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _splice_pipelines() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) _topological_sort() (bosk.executor.topological.TopologicalExecutor method) (bosk.executor.TopologicalExecutor method) _weights (bosk.block.zoo.data_weighting.WeightsBlock attribute) _window_slicing_data() (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_1d.MultiGrainedScanning1DBlock method) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_2d.MultiGrainedScanning2DBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanning1DBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanning2DBlock method) _window_slicing_fit() (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) _window_slicing_predict() (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) _write_metrics_info_to_dict() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) _write_preamble() (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method)

A

accept() (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.pipeline.base.BasePipeline method) (bosk.pipeline.BasePipeline method) (bosk.pipeline.Connection method) (bosk.pipeline.connection.Connection method) accuracy() (in module bosk.block.zoo.models.classification._jax_util) AccuracyBlock (class in bosk.block.zoo.metrics) add() (bosk.block.base.BlockGroup method) (bosk.block.BlockGroup method) AGGREGATION_FUNCTIONS (in module bosk.block.zoo.multi_grained_scanning.pooling)

append() (bosk.auto.builders.SequentialPipelineBuilder method) append_eval() (bosk.auto.metrics.MetricsEvaluator method) (bosk.auto.MetricsEvaluator method) ArgmaxBlock (class in bosk.block.zoo.data_conversion) auto_block() (in module bosk.block) (in module bosk.block.auto) available_formats (bosk.painter.base.BasePainter property) (bosk.painter.BasePainter property) available_formats() (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) average() (bosk.auto.metrics.MetricsEvaluator method) (bosk.auto.MetricsEvaluator method) AverageBlock (class in bosk.block.zoo.data_conversion)

B

base_estimator_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) base_input_names (bosk.auto.builders.SequentialPipelineBuilder attribute) BaseAutoDeepForestConstructor (class in bosk.auto) (class in bosk.auto.deep_forest) BaseBlock (class in bosk.block) (class in bosk.block.base) (class in bosk.block.zoo.gpu_blocks) BaseBlockClassRepository (class in bosk.block.repo) (class in bosk.block.repo.base) BaseBlockExecutor (class in bosk.executor) (class in bosk.executor.block) BaseBlockSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.base) BaseBoskPipelineWrapper (class in bosk.executor) (class in bosk.executor.sklearn_interface) BaseComparator (class in bosk.comparison) (class in bosk.comparison.base) BaseData (class in bosk) (class in bosk.block.zoo.gpu_blocks) (class in bosk.data) BaseDynamicPipeline (class in bosk.pipeline) (class in bosk.pipeline.dynamic) BaseExecutor (class in bosk.executor.base) BaseForeignModel (class in bosk.comparison) (class in bosk.comparison.base) BaseInputBlock (class in bosk.block) (class in bosk.block.base) (class in bosk.block.zoo.input_plugs) BaseMetric (class in bosk.comparison) (class in bosk.comparison.metric) BaseOutputBlock (class in bosk.block) (class in bosk.block.base) (class in bosk.block.zoo.output_plugs) BasePainter (class in bosk.painter) (class in bosk.painter.base) BasePipeline (class in bosk.pipeline) (class in bosk.pipeline.base) BasePipelineBuilder (class in bosk.pipeline.builder) (class in bosk.pipeline.builder.base) BasePipelineModelValidator (class in bosk.auto.validation) BasePipelineSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.base) BaseSlot (class in bosk) (class in bosk.block) (class in bosk.block.base) BaseSlotHandler (class in bosk.executor) (class in bosk.executor.base) BaseSlotMeta (class in bosk.block) (class in bosk.block.meta) BaseVisitor (class in bosk.visitor) (class in bosk.visitor.base) block (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock attribute) (bosk.block.zoo.routing.SubsetTrainWrapperBlock attribute) block_executor (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) block_time (bosk.executor.timer.TimerBlockExecutor attribute) (bosk.executor.TimerBlockExecutor attribute) BlockExecutionProperties (class in bosk.block.meta) (class in bosk.block.zoo.gpu_blocks) (class in bosk.block.zoo.input_plugs) (class in bosk.block.zoo.output_plugs) BlockGroup (class in bosk.block) (class in bosk.block.base) BlockInputData (in module bosk.block) (in module bosk.block.base) (in module bosk.block.zoo.gpu_blocks) (in module bosk.block.zoo.input_plugs) (in module bosk.block.zoo.output_plugs) BlockInputSlot (class in bosk.block) (class in bosk.block.base) BlockMeta (class in bosk.block) (class in bosk.block.meta) (class in bosk.block.zoo.input_plugs) (class in bosk.block.zoo.output_plugs) BlockOutputData (in module bosk.block) (in module bosk.block.base) BlockOutputSlot (class in bosk.block) (class in bosk.block.base) blocks_time (bosk.executor.timer.TimerBlockExecutor property) (bosk.executor.TimerBlockExecutor property) BlockSlots (class in bosk.block.base) BlockT (in module bosk.block.base) bosk module bosk.auto module bosk.auto.builders module bosk.auto.deep_forest module bosk.auto.growing_strategies module bosk.auto.layers module bosk.auto.metrics module bosk.auto.validation module bosk.block module bosk.block.auto module bosk.block.base module bosk.block.functional module bosk.block.meta module bosk.block.repo module bosk.block.repo.base module bosk.block.repo.scope module bosk.block.repo.zoo module bosk.block.zoo module bosk.block.zoo.data_conversion module bosk.block.zoo.data_weighting module bosk.block.zoo.debugging module bosk.block.zoo.gpu_blocks module bosk.block.zoo.input_plugs module bosk.block.zoo.metrics module bosk.block.zoo.models module bosk.block.zoo.models.classification module bosk.block.zoo.models.classification._jax_util module

bosk.block.zoo.models.classification.ferns module bosk.block.zoo.models.classification.jax module bosk.block.zoo.models.classification.mgs_ferns module bosk.block.zoo.models.regression module bosk.block.zoo.multi_grained_scanning module bosk.block.zoo.multi_grained_scanning._convolution_helpers module bosk.block.zoo.multi_grained_scanning._pooling_impl module bosk.block.zoo.multi_grained_scanning.base module bosk.block.zoo.multi_grained_scanning.mil module bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_1d module bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_2d module bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd module bosk.block.zoo.multi_grained_scanning.pooling module bosk.block.zoo.output_plugs module bosk.block.zoo.preprocessing module bosk.block.zoo.routing module bosk.block.zoo.routing.cs module bosk.block.zoo.routing.cv module bosk.comparison module bosk.comparison.base module bosk.comparison.cross_val module bosk.comparison.metric module bosk.data module bosk.exceptions module bosk.executor module bosk.executor.base module bosk.executor.block module bosk.executor.parallel module bosk.executor.parallel.dask module bosk.executor.parallel.greedy module bosk.executor.parallel.networkx module bosk.executor.parallel.topsort module bosk.executor.recursive module bosk.executor.sklearn_interface module bosk.executor.timer module bosk.executor.topological module bosk.executor.utility module bosk.painter module bosk.painter.base module bosk.painter.graphviz module bosk.painter.topological module bosk.pipeline module bosk.pipeline.base module bosk.pipeline.builder module bosk.pipeline.builder.base module bosk.pipeline.builder.functional module bosk.pipeline.connection module bosk.pipeline.converter module bosk.pipeline.converter.dask module bosk.pipeline.converter.nx module bosk.pipeline.dynamic module bosk.pipeline.serializer module bosk.pipeline.serializer.base module bosk.pipeline.serializer.joblib module bosk.pipeline.serializer.onnx module bosk.pipeline.serializer.skops module bosk.pipeline.serializer.zip module bosk.stages module bosk.utility module bosk.visitor module bosk.visitor.base module bosk.visitor.group module BoskPipelineClassifier (class in bosk.executor) (class in bosk.executor.sklearn_interface) BoskPipelineRegressor (class in bosk.executor) (class in bosk.executor.sklearn_interface) BoskPipelineTransformer (class in bosk.executor) (class in bosk.executor.sklearn_interface) build() (bosk.auto.builders.SequentialPipelineBuilder method) (bosk.pipeline.builder.base.BasePipelineBuilder method) (bosk.pipeline.builder.BasePipelineBuilder method) (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) bypass() (bosk.pipeline.converter.dask.DaskOperatorSet static method) (bosk.pipeline.converter.dask.FitDaskOperatorSet static method) (bosk.pipeline.converter.dask.TransformDaskOperatorSet static method)

C

calc_metrics() (bosk.auto.layers.Layer method) (bosk.auto.validation.BasePipelineModelValidator method) (bosk.auto.validation.CVPipelineModelValidator method) (bosk.auto.validation.DumbPipelineModelValidator method) (bosk.auto.validation.TrainSetPipelineModelValidator method) CatBoostClassifierBlock (class in bosk.block.zoo.models.classification) CatBoostRegressorBlock (class in bosk.block.zoo.models.regression) check_kernel_size() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) check_stride() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) chunk_size (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionParams attribute) ClassicalDeepForestConstructor (class in bosk.auto) (class in bosk.auto.deep_forest) compute() (bosk.pipeline.converter.dask.DaskOperatorSet static method) (bosk.pipeline.converter.dask.FitDaskOperatorSet static method) (bosk.pipeline.converter.dask.TransformDaskOperatorSet static method) compute_score_generic() (in module bosk.block.zoo.models.classification._jax_util) ConcatBlock (class in bosk.block.zoo.data_conversion) Connection (class in bosk.pipeline) (class in bosk.pipeline.connection) connections (bosk.pipeline.base.BasePipeline attribute), [1] (bosk.pipeline.BasePipeline attribute), [1]

ConnectionSerializer (class in bosk.pipeline.serializer.zip) construct() (bosk.auto.BaseAutoDeepForestConstructor method) (bosk.auto.deep_forest.BaseAutoDeepForestConstructor method) cpu (bosk.block.meta.BlockExecutionProperties attribute) (bosk.block.zoo.gpu_blocks.BlockExecutionProperties attribute) (bosk.block.zoo.input_plugs.BlockExecutionProperties attribute) (bosk.block.zoo.output_plugs.BlockExecutionProperties attribute) CPUBlockExecutor (class in bosk.executor.block) CPUData (class in bosk) (class in bosk.block.zoo.gpu_blocks) (class in bosk.data) CSBlock (class in bosk.block.zoo.routing) (class in bosk.block.zoo.routing.cs) CSFilterBlock (class in bosk.block.zoo.routing) (class in bosk.block.zoo.routing.cs) CSJoinBlock (class in bosk.block.zoo.routing) (class in bosk.block.zoo.routing.cs) CVComparator (class in bosk.comparison) (class in bosk.comparison.cross_val) CVPipelineModelValidator (class in bosk.auto.validation) CVTrainIndicesBlock (class in bosk.block.zoo.routing) (class in bosk.block.zoo.routing.cv)

D

DaskConverter (class in bosk.pipeline.converter) (class in bosk.pipeline.converter.dask) DaskConverter.Visitor (class in bosk.pipeline.converter) (class in bosk.pipeline.converter.dask) DaskOperatorSet (class in bosk.pipeline.converter.dask) data (bosk.BaseData attribute) (bosk.block.zoo.gpu_blocks.BaseData attribute) (bosk.block.zoo.gpu_blocks.CPUData attribute) (bosk.block.zoo.gpu_blocks.GPUData attribute) (bosk.CPUData attribute) (bosk.data.BaseData attribute) (bosk.data.CPUData attribute) (bosk.data.GPUData attribute) (bosk.GPUData attribute) debug_info (bosk.BaseSlot attribute), [1] (bosk.block.base.BaseSlot attribute), [1] (bosk.block.BaseSlot attribute), [1] DecisionTree (class in bosk.block.zoo.models.classification._jax_util) DecisionTreeClassifier (class in bosk.block.zoo.models.classification._jax_util) DEFAULT_BLOCK_CLASS_REPOSITORY (in module bosk.block.repo) DEFAULT_EXECUTOR_CLS (in module bosk.auto.deep_forest) DEFAULT_INPUT_NAME (bosk.block.zoo.input_plugs.InputBlock attribute) DEFAULT_MAKE_METRICS() (in module bosk.auto.deep_forest) default_output (bosk.block.base.BaseBlock property) (bosk.block.BaseBlock property) (bosk.block.zoo.gpu_blocks.BaseBlock property) DEFAULT_OUTPUT_NAME (bosk.block.zoo.output_plugs.OutputBlock attribute) DEFAULT_TARGET_NAME (bosk.block.zoo.input_plugs.TargetInputBlock attribute) DefaultBlockExecutor (class in bosk.executor) (class in bosk.executor.block)

DefaultGrowingStrategy (class in bosk.auto.growing_strategies) DefaultSlotHandler (class in bosk.executor) (class in bosk.executor.base) dilation (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionParams attribute) dpi (bosk.painter.graphviz.GraphvizPainter attribute) (bosk.painter.graphviz.GraphvizPainter property) (bosk.painter.GraphvizPainter attribute) (bosk.painter.GraphvizPainter property) (bosk.painter.topological.TopologicalPainter attribute) (bosk.painter.TopologicalPainter attribute) dst (bosk.pipeline.Connection attribute) (bosk.pipeline.connection.Connection attribute) DumbPipelineModelValidator (class in bosk.auto.validation) dump() (bosk.pipeline.serializer.base.BaseBlockSerializer method) (bosk.pipeline.serializer.base.BasePipelineSerializer method) (bosk.pipeline.serializer.BaseBlockSerializer method) (bosk.pipeline.serializer.BasePipelineSerializer method) (bosk.pipeline.serializer.joblib.JoblibBlockSerializer method) (bosk.pipeline.serializer.joblib.JoblibPipelineSerializer method) (bosk.pipeline.serializer.JoblibBlockSerializer method) (bosk.pipeline.serializer.JoblibPipelineSerializer method) (bosk.pipeline.serializer.skops.SkopsBlockSerializer method) (bosk.pipeline.serializer.SkopsBlockSerializer method) (bosk.pipeline.serializer.zip.ZipPipelineSerializer method) (bosk.pipeline.serializer.ZipPipelineSerializer method) DynamicBlockMetaStub (class in bosk.block.meta) (class in bosk.block.zoo.input_plugs) (class in bosk.block.zoo.output_plugs)

E

EarlyStoppingCV (class in bosk.auto) (class in bosk.auto.growing_strategies) EarlyStoppingVal (class in bosk.auto) (class in bosk.auto.growing_strategies) entropy() (in module bosk.block.zoo.models.classification._jax_util) eps (bosk.block.zoo.routing.cs.CSBlock attribute) (bosk.block.zoo.routing.CSBlock attribute) estimators_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) ETCBlock (class in bosk.block.zoo.models.classification) ETCGBlock (class in bosk.block.zoo.models.classification.jax) ETRBlock (class in bosk.block.zoo.models.regression) execute() (bosk.executor.base.BaseExecutor method) (bosk.executor.GreedyParallelExecutor method) (bosk.executor.parallel.greedy.GreedyParallelExecutor method) (bosk.executor.parallel.GreedyParallelExecutor method) (bosk.executor.recursive.RecursiveExecutor method) (bosk.executor.RecursiveExecutor method) (bosk.executor.topological.TopologicalExecutor method) (bosk.executor.TopologicalExecutor method) execute_block() (bosk.executor.BaseBlockExecutor method) (bosk.executor.block.BaseBlockExecutor method) (bosk.executor.block.CPUBlockExecutor method) (bosk.executor.block.DefaultBlockExecutor method) (bosk.executor.block.FitBlacklistBlockExecutor method) (bosk.executor.block.GPUBlockExecutor method) (bosk.executor.DefaultBlockExecutor method) (bosk.executor.FitBlacklistBlockExecutor method) (bosk.executor.timer.TimerBlockExecutor method) (bosk.executor.TimerBlockExecutor method)

execution_props (bosk.block.BlockMeta attribute) (bosk.block.meta.BlockMeta attribute) (bosk.block.zoo.input_plugs.BlockMeta attribute) (bosk.block.zoo.output_plugs.BlockMeta attribute) ExecutionResult (class in bosk.executor.base) extend() (bosk.pipeline.BaseDynamicPipeline method) (bosk.pipeline.dynamic.BaseDynamicPipeline method) extract() (bosk.pipeline.converter.dask.DaskOperatorSet static method) (bosk.pipeline.converter.dask.FitDaskOperatorSet static method) (bosk.pipeline.converter.dask.TransformDaskOperatorSet static method) ExtraTree (class in bosk.block.zoo.models.classification._jax_util) ExtraTreeClassifier (class in bosk.block.zoo.models.classification._jax_util)

F

F1ScoreBlock (class in bosk.block.zoo.metrics) feature_importances_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) feature_names_in_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) fit (bosk.block.zoo.input_plugs.Stages attribute), [1] FIT (bosk.Stage attribute) fit (bosk.Stages attribute), [1] FIT (bosk.stages.Stage attribute) fit (bosk.stages.Stages attribute), [1] fit() (bosk.auto.layers.ForestsLayer method) (bosk.auto.layers.Layer method) (bosk.auto.layers.MGSLayer method) (bosk.auto.layers.MGSRFLayer method) (bosk.auto.layers.NativeStackingLayer method) (bosk.auto.layers.StackingLayer method) (bosk.block.auto.FitTransformClass method) (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.data_conversion.ArgmaxBlock method) (bosk.block.zoo.data_conversion.AverageBlock method) (bosk.block.zoo.data_conversion.ConcatBlock method) (bosk.block.zoo.data_conversion.FlattenBlock method) (bosk.block.zoo.data_conversion.ReshapeBlock method) (bosk.block.zoo.data_conversion.StackBlock method) (bosk.block.zoo.data_weighting.WeightsBlock method) (bosk.block.zoo.debugging.FitLambdaBlock method) (bosk.block.zoo.debugging.TransformLambdaBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.block.zoo.gpu_blocks.MoveToBlock method) (bosk.block.zoo.input_plugs.InputBlock method) (bosk.block.zoo.input_plugs.TargetInputBlock method) (bosk.block.zoo.metrics.AccuracyBlock method) (bosk.block.zoo.metrics.F1ScoreBlock method) (bosk.block.zoo.metrics.R2ScoreBlock method) (bosk.block.zoo.metrics.RocAucBlock method) (bosk.block.zoo.metrics.RocAucMultiLabelBlock method) (bosk.block.zoo.models.classification._jax_util.DecisionTree method) (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.jax.ETCGBlock method) (bosk.block.zoo.models.classification.jax.RFCGBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) (bosk.block.zoo.models.classification.XGBClassifierBlock method) (bosk.block.zoo.models.regression.XGBCRegressorBlock method) (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.pooling.GlobalAveragePoolingBlock method) (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) (bosk.block.zoo.output_plugs.OutputBlock method) (bosk.block.zoo.routing.cs.CSBlock method) (bosk.block.zoo.routing.cs.CSFilterBlock method) (bosk.block.zoo.routing.cs.CSJoinBlock method) (bosk.block.zoo.routing.CSBlock method) (bosk.block.zoo.routing.CSFilterBlock method) (bosk.block.zoo.routing.CSJoinBlock method) (bosk.block.zoo.routing.cv.CVTrainIndicesBlock method) (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock method) (bosk.block.zoo.routing.CVTrainIndicesBlock method) (bosk.block.zoo.routing.SubsetTrainWrapperBlock method) (bosk.comparison.base.BaseForeignModel method) (bosk.comparison.BaseForeignModel method) (bosk.executor.BaseBoskPipelineWrapper method) (bosk.executor.BoskPipelineClassifier method) (bosk.executor.sklearn_interface.BaseBoskPipelineWrapper method) (bosk.executor.sklearn_interface.BoskPipelineClassifier method)

fit_transform() (bosk.executor.BoskPipelineTransformer method) (bosk.executor.sklearn_interface.BoskPipelineTransformer method) FitBlacklistBlockExecutor (class in bosk.executor) (class in bosk.executor.block) FitDaskOperatorSet (class in bosk.pipeline.converter.dask) FitLambdaBlock (class in bosk.block.zoo.debugging) FitTransformClass (class in bosk.block.auto) FlattenBlock (class in bosk.block.zoo.data_conversion) ForestsLayer (class in bosk.auto.layers) from_dict() (bosk.pipeline.serializer.zip.ConnectionSerializer method) (bosk.pipeline.serializer.zip.SlotSerializer method) from_executor() (bosk.painter.base.BasePainter method) (bosk.painter.BasePainter method) (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) (bosk.painter.topological.TopologicalPainter method) (bosk.painter.TopologicalPainter method) from_pipeline() (bosk.painter.base.BasePainter method) (bosk.painter.BasePainter method) (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method) full_index_tuple (bosk.block.zoo.multi_grained_scanning._convolution_helpers._PoolingIndices attribute), [1] FunctionalBlockWrapper (class in bosk.block.functional) (class in bosk.pipeline.builder) FunctionalPipelineBuilder (class in bosk.pipeline.builder) (class in bosk.pipeline.builder.functional)

G

get() (bosk.block.repo.base.BaseBlockClassRepository method) (bosk.block.repo.BaseBlockClassRepository method) (bosk.block.repo.scope.ScopeBlockClassRepository method) (bosk.block.repo.ScopeBlockClassRepository method) get_block_md5_hash() (in module bosk.comparison.base) get_connection_map() (in module bosk.executor.utility) get_default_output() (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) get_input_slot() (bosk.block.functional.FunctionalBlockWrapper method) (bosk.pipeline.builder.FunctionalBlockWrapper method) get_output_slot() (bosk.block.functional.FunctionalBlockWrapper method) (bosk.pipeline.builder.FunctionalBlockWrapper method) get_pooled_shape() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) get_rand_int() (in module bosk) (in module bosk.utility) get_random_generator() (in module bosk) (in module bosk.utility) get_score() (bosk.comparison.base.BaseComparator method) (bosk.comparison.BaseComparator method) (bosk.comparison.BaseMetric method) (bosk.comparison.cross_val.CVComparator method) (bosk.comparison.CVComparator method) (bosk.comparison.metric.BaseMetric method) (bosk.comparison.metric.MetricWrapper method) (bosk.comparison.MetricWrapper method)

get_single_input() (bosk.block.base.BaseInputBlock method) (bosk.block.BaseInputBlock method) (bosk.block.zoo.input_plugs.BaseInputBlock method) get_single_output() (bosk.block.base.BaseOutputBlock method) (bosk.block.BaseOutputBlock method) (bosk.block.zoo.output_plugs.BaseOutputBlock method) GlobalAveragePoolingBlock (class in bosk.block.zoo.multi_grained_scanning.pooling) gpu (bosk.block.meta.BlockExecutionProperties attribute) (bosk.block.zoo.gpu_blocks.BlockExecutionProperties attribute) (bosk.block.zoo.input_plugs.BlockExecutionProperties attribute) (bosk.block.zoo.output_plugs.BlockExecutionProperties attribute) GPUBlockExecutor (class in bosk.executor.block) GPUData (class in bosk) (class in bosk.block.zoo.gpu_blocks) (class in bosk.data) GraphvizPainter (class in bosk.painter) (class in bosk.painter.graphviz) GreedyParallelExecutor (class in bosk.executor) (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy) groups (bosk.block.base.BlockSlots attribute), [1] GrowingStrategy (class in bosk.auto.growing_strategies)

H

history (bosk.auto.builders.SequentialPipelineBuilder attribute)

HyperparamSearchDeepForestConstructor (class in bosk.auto) (class in bosk.auto.deep_forest)

I

IGNORE_IMPORT_ERROR_PACKAGES (in module bosk.block.repo.zoo) import_submodules_contents() (in module bosk.block.repo.zoo) input_from_dict() (bosk.pipeline.serializer.zip.SlotSerializer method) input_names (bosk.block.zoo.routing.cs.CSFilterBlock attribute) (bosk.block.zoo.routing.CSFilterBlock attribute) InputBlock (class in bosk.block.zoo.input_plugs) inputs (bosk.auto.layers.ForestsLayer attribute) (bosk.auto.layers.Layer property) (bosk.auto.layers.MGSLayer attribute) (bosk.auto.layers.MGSRFLayer attribute) (bosk.auto.layers.NativeStackingLayer attribute) (bosk.auto.layers.StackingLayer attribute) (bosk.block.base.BlockSlots attribute), [1] (bosk.block.BlockMeta attribute) (bosk.block.meta.BlockMeta attribute) (bosk.block.zoo.input_plugs.BlockMeta attribute) (bosk.block.zoo.output_plugs.BlockMeta attribute) (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) (bosk.pipeline.base.BasePipeline attribute), [1] (bosk.pipeline.BasePipeline attribute), [1]

InputSlotMeta (class in bosk.block) (class in bosk.block.meta) is_slot_required() (bosk.executor.base.BaseSlotHandler method) (bosk.executor.base.DefaultSlotHandler method) (bosk.executor.BaseSlotHandler method) (bosk.executor.DefaultSlotHandler method)

J

jnp (in module bosk.data) JoblibBlockSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.joblib) JoblibParallelEngine (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy)

JoblibParallelEngine.JoblibInstance (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy) JoblibPipelineSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.joblib)

K

kernel_size (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionParams attribute)

L

Layer (class in bosk.auto.layers) LAYER_CLS (bosk.auto.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.HyperparamSearchDeepForestConstructor attribute) (bosk.auto.HyperparamSearchDeepForestConstructor attribute) levels_sep (bosk.painter.graphviz.GraphvizPainter attribute) (bosk.painter.graphviz.GraphvizPainter property) (bosk.painter.GraphvizPainter attribute) (bosk.painter.GraphvizPainter property) (bosk.painter.topological.TopologicalPainter attribute) (bosk.painter.TopologicalPainter attribute) list_of_slots_meta_to_mapping() (bosk.block.BlockMeta static method) (bosk.block.meta.BlockMeta static method) (bosk.block.zoo.input_plugs.BlockMeta static method) (bosk.block.zoo.output_plugs.BlockMeta static method)

load() (bosk.pipeline.serializer.base.BaseBlockSerializer method) (bosk.pipeline.serializer.base.BasePipelineSerializer method) (bosk.pipeline.serializer.BaseBlockSerializer method) (bosk.pipeline.serializer.BasePipelineSerializer method) (bosk.pipeline.serializer.joblib.JoblibBlockSerializer method) (bosk.pipeline.serializer.joblib.JoblibPipelineSerializer method) (bosk.pipeline.serializer.JoblibBlockSerializer method) (bosk.pipeline.serializer.JoblibPipelineSerializer method) (bosk.pipeline.serializer.skops.SkopsBlockSerializer method) (bosk.pipeline.serializer.SkopsBlockSerializer method) (bosk.pipeline.serializer.zip.ZipPipelineSerializer method) (bosk.pipeline.serializer.ZipPipelineSerializer method)

M

make_scoring_function() (in module bosk.block.zoo.models.classification._jax_util) make_simple_meta() (in module bosk.block.meta) (in module bosk.block.zoo.gpu_blocks) (in module bosk.block.zoo.input_plugs) (in module bosk.block.zoo.output_plugs) make_split_node_function() (in module bosk.block.zoo.models.classification._jax_util) make_step_layer() (bosk.auto.BaseAutoDeepForestConstructor method) (bosk.auto.ClassicalDeepForestConstructor method) (bosk.auto.deep_forest.BaseAutoDeepForestConstructor method) (bosk.auto.deep_forest.ClassicalDeepForestConstructor method) (bosk.auto.deep_forest.HyperparamSearchDeepForestConstructor method) (bosk.auto.deep_forest.MGSDeepForestConstructor method) (bosk.auto.HyperparamSearchDeepForestConstructor method) (bosk.auto.MGSDeepForestConstructor method) meta (bosk.BaseSlot attribute) (bosk.block.base.BaseBlock attribute) (bosk.block.base.BaseBlock property) (bosk.block.base.BaseSlot attribute) (bosk.block.base.BlockInputSlot attribute) (bosk.block.base.BlockOutputSlot attribute) (bosk.block.BaseBlock attribute) (bosk.block.BaseBlock property) (bosk.block.BaseSlot attribute) (bosk.block.BlockInputSlot attribute) (bosk.block.BlockOutputSlot attribute) (bosk.block.zoo.data_conversion.ArgmaxBlock attribute) (bosk.block.zoo.data_conversion.AverageBlock attribute) (bosk.block.zoo.data_conversion.ConcatBlock attribute) (bosk.block.zoo.data_conversion.FlattenBlock attribute) (bosk.block.zoo.data_conversion.ReshapeBlock attribute) (bosk.block.zoo.data_conversion.StackBlock attribute) (bosk.block.zoo.debugging.FitLambdaBlock attribute), [1] (bosk.block.zoo.debugging.TransformLambdaBlock attribute) (bosk.block.zoo.gpu_blocks.BaseBlock attribute) (bosk.block.zoo.gpu_blocks.BaseBlock property) (bosk.block.zoo.gpu_blocks.MoveToBlock attribute) (bosk.block.zoo.input_plugs.InputBlock attribute) (bosk.block.zoo.input_plugs.TargetInputBlock attribute) (bosk.block.zoo.metrics.AccuracyBlock attribute) (bosk.block.zoo.metrics.F1ScoreBlock attribute) (bosk.block.zoo.metrics.R2ScoreBlock attribute) (bosk.block.zoo.metrics.RocAucBlock attribute) (bosk.block.zoo.metrics.RocAucMultiLabelBlock attribute) (bosk.block.zoo.models.classification.ferns.RandomFernsBlock attribute) (bosk.block.zoo.models.classification.jax.ETCGBlock attribute) (bosk.block.zoo.models.classification.jax.RFCGBlock attribute) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock attribute) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd.MultiGrainedScanningNDBlock attribute) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanningNDBlock attribute) (bosk.block.zoo.multi_grained_scanning.pooling.GlobalAveragePoolingBlock attribute), [1] (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock attribute) (bosk.block.zoo.multi_grained_scanning.PoolingBlock attribute) (bosk.block.zoo.output_plugs.OutputBlock attribute) (bosk.block.zoo.routing.cs.CSBlock attribute) (bosk.block.zoo.routing.cs.CSFilterBlock attribute) (bosk.block.zoo.routing.cs.CSJoinBlock attribute) (bosk.block.zoo.routing.CSBlock attribute) (bosk.block.zoo.routing.CSFilterBlock attribute) (bosk.block.zoo.routing.CSJoinBlock attribute) (bosk.block.zoo.routing.cv.CVTrainIndicesBlock attribute) (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock attribute) (bosk.block.zoo.routing.CVTrainIndicesBlock attribute) (bosk.block.zoo.routing.SubsetTrainWrapperBlock attribute) MetricsEvaluator (class in bosk.auto) (class in bosk.auto.metrics) MetricsResults (in module bosk.auto.metrics) MetricWrapper (class in bosk.comparison) (class in bosk.comparison.metric) MGS_LAYER_CLS (bosk.auto.deep_forest.MGSDeepForestConstructor attribute) (bosk.auto.MGSDeepForestConstructor attribute) MGSDeepForestConstructor (class in bosk.auto) (class in bosk.auto.deep_forest) MGSLayer (class in bosk.auto.layers) MGSRandomFernsBlock (class in bosk.block.zoo.models.classification.mgs_ferns) MGSRFLayer (class in bosk.auto.layers) ModificationAction (in module bosk.visitor.group) ModifyGroupVisitor (class in bosk.visitor.group) module bosk bosk.auto bosk.auto.builders bosk.auto.deep_forest bosk.auto.growing_strategies bosk.auto.layers bosk.auto.metrics bosk.auto.validation bosk.block bosk.block.auto bosk.block.base bosk.block.functional bosk.block.meta bosk.block.repo bosk.block.repo.base bosk.block.repo.scope bosk.block.repo.zoo bosk.block.zoo bosk.block.zoo.data_conversion bosk.block.zoo.data_weighting bosk.block.zoo.debugging bosk.block.zoo.gpu_blocks bosk.block.zoo.input_plugs bosk.block.zoo.metrics bosk.block.zoo.models bosk.block.zoo.models.classification bosk.block.zoo.models.classification._jax_util bosk.block.zoo.models.classification.ferns bosk.block.zoo.models.classification.jax bosk.block.zoo.models.classification.mgs_ferns bosk.block.zoo.models.regression bosk.block.zoo.multi_grained_scanning bosk.block.zoo.multi_grained_scanning._convolution_helpers bosk.block.zoo.multi_grained_scanning._pooling_impl bosk.block.zoo.multi_grained_scanning.base bosk.block.zoo.multi_grained_scanning.mil bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_1d bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_2d bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd bosk.block.zoo.multi_grained_scanning.pooling bosk.block.zoo.output_plugs bosk.block.zoo.preprocessing bosk.block.zoo.routing bosk.block.zoo.routing.cs bosk.block.zoo.routing.cv bosk.comparison bosk.comparison.base bosk.comparison.cross_val bosk.comparison.metric bosk.data bosk.exceptions bosk.executor bosk.executor.base bosk.executor.block bosk.executor.parallel bosk.executor.parallel.dask bosk.executor.parallel.greedy bosk.executor.parallel.networkx bosk.executor.parallel.topsort bosk.executor.recursive bosk.executor.sklearn_interface bosk.executor.timer bosk.executor.topological bosk.executor.utility bosk.painter bosk.painter.base bosk.painter.graphviz bosk.painter.topological bosk.pipeline bosk.pipeline.base bosk.pipeline.builder bosk.pipeline.builder.base bosk.pipeline.builder.functional bosk.pipeline.connection bosk.pipeline.converter bosk.pipeline.converter.dask bosk.pipeline.converter.nx bosk.pipeline.dynamic bosk.pipeline.serializer bosk.pipeline.serializer.base bosk.pipeline.serializer.joblib bosk.pipeline.serializer.onnx bosk.pipeline.serializer.skops bosk.pipeline.serializer.zip bosk.stages bosk.utility bosk.visitor bosk.visitor.base bosk.visitor.group

most_frequent() (in module bosk.block.zoo.models.classification._jax_util) MoveToBlock (class in bosk.block.zoo.gpu_blocks) MultiGrainedScanning1DBlock (class in bosk.block.zoo.multi_grained_scanning) (class in bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_1d) MultiGrainedScanning2DBlock (class in bosk.block.zoo.multi_grained_scanning) (class in bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_2d) MultiGrainedScanningBlock (class in bosk.block.zoo.multi_grained_scanning.base) MultiGrainedScanningNDBlock (class in bosk.block.zoo.multi_grained_scanning) (class in bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd) MultipleBlockInputsError MultipleBlockOutputsError MultipleBlockSlotsError MultiprocessingParallelEngine (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy) MultiprocessingParallelEngine.MPInstance (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy)

N

n_corners (bosk.block.zoo.multi_grained_scanning._convolution_helpers._PoolingIndices attribute), [1] n_features_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) n_features_in_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) n_kernel_points (bosk.block.zoo.multi_grained_scanning._convolution_helpers._PoolingIndices attribute), [1] n_outputs_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) n_steps (bosk.auto.BaseAutoDeepForestConstructor property) (bosk.auto.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.BaseAutoDeepForestConstructor property) (bosk.auto.deep_forest.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.HyperparamSearchDeepForestConstructor attribute) (bosk.auto.deep_forest.MGSDeepForestConstructor attribute) (bosk.auto.HyperparamSearchDeepForestConstructor attribute) (bosk.auto.MGSDeepForestConstructor attribute) name (bosk.BaseSlot attribute) (bosk.block.base.BaseInputBlock property) (bosk.block.base.BaseOutputBlock property) (bosk.block.base.BaseSlot attribute) (bosk.block.base.BlockGroup attribute) (bosk.block.BaseInputBlock property) (bosk.block.BaseOutputBlock property) (bosk.block.BaseSlot attribute) (bosk.block.BaseSlotMeta attribute) (bosk.block.BlockGroup attribute) (bosk.block.meta.BaseSlotMeta attribute) (bosk.block.zoo.input_plugs.BaseInputBlock property) (bosk.block.zoo.input_plugs.InputBlock attribute) (bosk.block.zoo.input_plugs.TargetInputBlock attribute) (bosk.block.zoo.output_plugs.BaseOutputBlock property) (bosk.block.zoo.output_plugs.OutputBlock attribute)

names (bosk.auto.metrics.MetricsEvaluator attribute) (bosk.auto.MetricsEvaluator attribute) NativeStackingLayer (class in bosk.auto.layers) need_grow() (bosk.auto.EarlyStoppingCV method) (bosk.auto.EarlyStoppingVal method) (bosk.auto.growing_strategies.DefaultGrowingStrategy method) (bosk.auto.growing_strategies.EarlyStoppingCV method) (bosk.auto.growing_strategies.EarlyStoppingVal method) (bosk.auto.growing_strategies.GrowingStrategy method) need_refit (bosk.auto.validation.BasePipelineModelValidator property) (bosk.auto.validation.CVPipelineModelValidator attribute) (bosk.auto.validation.DumbPipelineModelValidator attribute) (bosk.auto.validation.TrainSetPipelineModelValidator attribute) NetworkXConverter (class in bosk.pipeline.converter) (class in bosk.pipeline.converter.nx) NetworkXConverter.Visitor (class in bosk.pipeline.converter) (class in bosk.pipeline.converter.nx) new() (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method) NoDefaultBlockOutputError nodes (bosk.pipeline.base.BasePipeline attribute), [1] (bosk.pipeline.BasePipeline attribute), [1] numpy() (bosk.executor.base.ExecutionResult method)

O

oob_prediction_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) oob_score_ (bosk.block.zoo.models.regression.ETRBlock attribute) (bosk.block.zoo.models.regression.RFRBlock attribute) output_from_dict() (bosk.pipeline.serializer.zip.SlotSerializer method) OutputBlock (class in bosk.block.zoo.output_plugs) outputs (bosk.block.base.BlockSlots attribute), [1] (bosk.block.BlockMeta attribute) (bosk.block.meta.BlockMeta attribute) (bosk.block.zoo.input_plugs.BlockMeta attribute) (bosk.block.zoo.output_plugs.BlockMeta attribute) (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) (bosk.executor.GreedyParallelExecutor property) (bosk.executor.parallel.greedy.GreedyParallelExecutor property) (bosk.executor.parallel.GreedyParallelExecutor property) (bosk.pipeline.base.BasePipeline attribute), [1] (bosk.pipeline.BasePipeline attribute), [1]

OutputSlotMeta (class in bosk.block) (class in bosk.block.meta) OutSlotToData (in module bosk.executor.parallel.greedy)

P

pad() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) padding (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionParams attribute) ParallelEngine (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy) ParallelEngine.Instance (class in bosk.executor.parallel) (class in bosk.executor.parallel.greedy) parent_block (bosk.BaseSlot attribute) (bosk.block.base.BaseSlot attribute) (bosk.block.BaseSlot attribute) pipeline (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) pipelines (bosk.auto.builders.SequentialPipelineBuilder attribute) plain (bosk.block.meta.BlockExecutionProperties attribute) (bosk.block.zoo.gpu_blocks.BlockExecutionProperties attribute) (bosk.block.zoo.input_plugs.BlockExecutionProperties attribute) (bosk.block.zoo.output_plugs.BlockExecutionProperties attribute) pooled_shape (bosk.block.zoo.multi_grained_scanning._convolution_helpers._PoolingIndices attribute), [1]

pooling_indices_ (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock attribute) PoolingBlock (class in bosk.block.zoo.multi_grained_scanning) (class in bosk.block.zoo.multi_grained_scanning.pooling) predict() (bosk.block.zoo.models.classification._jax_util.DecisionTree method) (bosk.block.zoo.models.classification.jax.ETCGBlock method) (bosk.block.zoo.models.classification.jax.RFCGBlock method) (bosk.comparison.base.BaseForeignModel method) (bosk.comparison.BaseForeignModel method) (bosk.executor.BoskPipelineClassifier method) (bosk.executor.BoskPipelineRegressor method) (bosk.executor.sklearn_interface.BoskPipelineClassifier method) (bosk.executor.sklearn_interface.BoskPipelineRegressor method) predict_proba() (bosk.executor.BoskPipelineClassifier method) (bosk.executor.sklearn_interface.BoskPipelineClassifier method) (in module bosk.block.zoo.models.classification._jax_util) prepare_corner() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) prepare_kernel() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) prepare_pooling_indices() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method)

R

R2ScoreBlock (class in bosk.block.zoo.metrics) random_state (bosk.block.zoo.routing.cv.CVTrainIndicesBlock attribute) (bosk.block.zoo.routing.CVTrainIndicesBlock attribute) (bosk.comparison.base.BaseComparator attribute) (bosk.comparison.BaseComparator attribute) RandomFernsBlock (class in bosk.block.zoo.models.classification.ferns) rankdir (bosk.painter.graphviz.GraphvizPainter attribute) (bosk.painter.graphviz.GraphvizPainter property) (bosk.painter.GraphvizPainter attribute) (bosk.painter.GraphvizPainter property) (bosk.painter.topological.TopologicalPainter attribute) (bosk.painter.TopologicalPainter attribute) RecursiveExecutor (class in bosk.executor) (class in bosk.executor.recursive) remove() (bosk.block.base.BlockGroup method) (bosk.block.BlockGroup method) render() (bosk.painter.base.BasePainter method) (bosk.painter.BasePainter method) (bosk.painter.graphviz.GraphvizPainter method) (bosk.painter.GraphvizPainter method)

ReshapeBlock (class in bosk.block.zoo.data_conversion) results (bosk.auto.metrics.MetricsEvaluator attribute) (bosk.auto.MetricsEvaluator attribute) ResultT (in module bosk.executor.parallel.greedy) rf_param_grid (bosk.auto.deep_forest.HyperparamSearchDeepForestConstructor attribute) (bosk.auto.HyperparamSearchDeepForestConstructor attribute) rf_params (bosk.auto.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.ClassicalDeepForestConstructor attribute) (bosk.auto.deep_forest.MGSDeepForestConstructor attribute) (bosk.auto.MGSDeepForestConstructor attribute) RFCBlock (class in bosk.block.zoo.models.classification) RFCGBlock (class in bosk.block.zoo.models.classification.jax) RFRBlock (class in bosk.block.zoo.models.regression) RocAucBlock (class in bosk.block.zoo.metrics) RocAucMultiLabelBlock (class in bosk.block.zoo.metrics) row_to_nan() (in module bosk.block.zoo.models.classification._jax_util) RT (in module bosk.utility)

S

ScopeBlockClassRepository (class in bosk.block.repo) (class in bosk.block.repo.scope) SequentialPipelineBuilder (class in bosk.auto.builders) set_random_state() (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock method) (bosk.block.zoo.routing.SubsetTrainWrapperBlock method) (bosk.comparison.base.BaseForeignModel method) (bosk.comparison.BaseForeignModel method) (bosk.pipeline.base.BasePipeline method) (bosk.pipeline.BasePipeline method) size (bosk.block.zoo.routing.cv.CVTrainIndicesBlock attribute) (bosk.block.zoo.routing.CVTrainIndicesBlock attribute) SkopsBlockSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.skops) slice() (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionHelper method) slot_handler (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) SlotMetaT (in module bosk.block.base) SlotOrBlockWrapper (in module bosk.pipeline.builder.functional) slots (bosk.block.base.BaseBlock attribute) (bosk.block.BaseBlock attribute) (bosk.block.zoo.debugging.FitLambdaBlock attribute) (bosk.block.zoo.gpu_blocks.BaseBlock attribute) (bosk.block.zoo.multi_grained_scanning.pooling.GlobalAveragePoolingBlock attribute) SlotSerializer (class in bosk.pipeline.serializer.zip) SlotT (in module bosk.block) (in module bosk.block.base) split_mask() (in module bosk.block.zoo.models.classification._jax_util)

split_node_generic() (in module bosk.block.zoo.models.classification._jax_util) split_node_generic_random() (in module bosk.block.zoo.models.classification._jax_util) split_points() (in module bosk.block.zoo.models.classification._jax_util) src (bosk.pipeline.Connection attribute) (bosk.pipeline.connection.Connection attribute) StackBlock (class in bosk.block.zoo.data_conversion) STACKING_LAYER_CLS (bosk.auto.deep_forest.MGSDeepForestConstructor attribute) (bosk.auto.MGSDeepForestConstructor attribute) StackingLayer (class in bosk.auto.layers) stage (bosk.executor.base.BaseExecutor attribute) (bosk.executor.base.BaseExecutor property) Stage (class in bosk) (class in bosk.stages) stages (bosk.BaseSlot attribute) (bosk.block.base.BaseSlot attribute) (bosk.block.BaseSlot attribute) (bosk.block.InputSlotMeta attribute) (bosk.block.meta.InputSlotMeta attribute) Stages (class in bosk) (class in bosk.block.zoo.input_plugs) (class in bosk.stages) starmap() (bosk.executor.parallel.greedy.JoblibParallelEngine.JoblibInstance method) (bosk.executor.parallel.greedy.MultiprocessingParallelEngine.MPInstance method) (bosk.executor.parallel.greedy.ParallelEngine.Instance method) (bosk.executor.parallel.JoblibParallelEngine.JoblibInstance method) (bosk.executor.parallel.MultiprocessingParallelEngine.MPInstance method) (bosk.executor.parallel.ParallelEngine.Instance method) stride (bosk.block.zoo.multi_grained_scanning._convolution_helpers._ConvolutionParams attribute) STRUCTURE_FILENAME (in module bosk.pipeline.serializer.zip) SubsetTrainWrapperBlock (class in bosk.block.zoo.routing) (class in bosk.block.zoo.routing.cv)

T

TargetInputBlock (class in bosk.block.zoo.input_plugs) threadsafe (bosk.block.meta.BlockExecutionProperties attribute) (bosk.block.zoo.gpu_blocks.BlockExecutionProperties attribute) (bosk.block.zoo.input_plugs.BlockExecutionProperties attribute) (bosk.block.zoo.output_plugs.BlockExecutionProperties attribute) timer_wrap() (in module bosk) (in module bosk.utility) TimerBlockExecutor (class in bosk.executor) (class in bosk.executor.timer) to_cpu() (bosk.BaseData method) (bosk.block.zoo.gpu_blocks.BaseData method) (bosk.block.zoo.gpu_blocks.GPUData method) (bosk.data.BaseData method) (bosk.data.GPUData method) (bosk.GPUData method) to_dict() (bosk.pipeline.serializer.zip.ConnectionSerializer method) (bosk.pipeline.serializer.zip.SlotSerializer method) to_gpu() (bosk.BaseData method) (bosk.block.zoo.gpu_blocks.BaseData method) (bosk.data.BaseData method) TopologicalExecutor (class in bosk.executor) (class in bosk.executor.topological) TopologicalPainter (class in bosk.painter) (class in bosk.painter.topological) TRAINING_INDICES_NAME (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock attribute) (bosk.block.zoo.routing.SubsetTrainWrapperBlock attribute) TrainSetPipelineModelValidator (class in bosk.auto.validation) transform (bosk.block.zoo.input_plugs.Stages attribute), [1] TRANSFORM (bosk.Stage attribute) transform (bosk.Stages attribute), [1] TRANSFORM (bosk.stages.Stage attribute) transform (bosk.stages.Stages attribute), [1] transform() (bosk.block.auto.FitTransformClass method) (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.data_conversion.ArgmaxBlock method) (bosk.block.zoo.data_conversion.AverageBlock method) (bosk.block.zoo.data_conversion.ConcatBlock method) (bosk.block.zoo.data_conversion.FlattenBlock method) (bosk.block.zoo.data_conversion.ReshapeBlock method) (bosk.block.zoo.data_conversion.StackBlock method) (bosk.block.zoo.data_weighting.WeightsBlock method) (bosk.block.zoo.debugging.FitLambdaBlock method) (bosk.block.zoo.debugging.TransformLambdaBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.block.zoo.gpu_blocks.MoveToBlock method) (bosk.block.zoo.input_plugs.InputBlock method) (bosk.block.zoo.input_plugs.TargetInputBlock method) (bosk.block.zoo.metrics.AccuracyBlock method) (bosk.block.zoo.metrics.F1ScoreBlock method) (bosk.block.zoo.metrics.R2ScoreBlock method) (bosk.block.zoo.metrics.RocAucBlock method) (bosk.block.zoo.metrics.RocAucMultiLabelBlock method) (bosk.block.zoo.models.classification.CatBoostClassifierBlock method) (bosk.block.zoo.models.classification.ETCBlock method) (bosk.block.zoo.models.classification.ferns.RandomFernsBlock method) (bosk.block.zoo.models.classification.jax.ETCGBlock method) (bosk.block.zoo.models.classification.jax.RFCGBlock method) (bosk.block.zoo.models.classification.mgs_ferns.MGSRandomFernsBlock method) (bosk.block.zoo.models.classification.RFCBlock method) (bosk.block.zoo.models.classification.XGBClassifierBlock method) (bosk.block.zoo.models.regression.CatBoostRegressorBlock method) (bosk.block.zoo.models.regression.ETRBlock method) (bosk.block.zoo.models.regression.RFRBlock method) (bosk.block.zoo.models.regression.XGBCRegressorBlock method) (bosk.block.zoo.multi_grained_scanning.base.MultiGrainedScanningBlock method) (bosk.block.zoo.multi_grained_scanning.multi_grained_scanning_nd.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.MultiGrainedScanningNDBlock method) (bosk.block.zoo.multi_grained_scanning.pooling.GlobalAveragePoolingBlock method) (bosk.block.zoo.multi_grained_scanning.pooling.PoolingBlock method) (bosk.block.zoo.multi_grained_scanning.PoolingBlock method) (bosk.block.zoo.output_plugs.OutputBlock method) (bosk.block.zoo.routing.cs.CSBlock method) (bosk.block.zoo.routing.cs.CSFilterBlock method) (bosk.block.zoo.routing.cs.CSJoinBlock method) (bosk.block.zoo.routing.CSBlock method) (bosk.block.zoo.routing.CSFilterBlock method) (bosk.block.zoo.routing.CSJoinBlock method) (bosk.block.zoo.routing.cv.CVTrainIndicesBlock method) (bosk.block.zoo.routing.cv.SubsetTrainWrapperBlock method) (bosk.block.zoo.routing.CVTrainIndicesBlock method) (bosk.block.zoo.routing.SubsetTrainWrapperBlock method) (bosk.executor.BoskPipelineTransformer method) (bosk.executor.sklearn_interface.BoskPipelineTransformer method)

transform_on_fit (bosk.block.zoo.input_plugs.Stages attribute), [1] (bosk.Stages attribute), [1] (bosk.stages.Stages attribute), [1] TransformDaskOperatorSet (class in bosk.pipeline.converter.dask) TransformLambdaBlock (class in bosk.block.zoo.debugging) TransformOutputData (in module bosk.block) (in module bosk.block.base) (in module bosk.block.zoo.gpu_blocks) (in module bosk.block.zoo.input_plugs) (in module bosk.block.zoo.output_plugs) tree_flatten() (bosk.block.zoo.models.classification._jax_util.DecisionTree method) (bosk.block.zoo.models.classification._jax_util.DecisionTreeClassifier method) (bosk.block.zoo.models.classification._jax_util.ExtraTreeClassifier method) (bosk.block.zoo.models.classification._jax_util.TreeNode method) (bosk.block.zoo.models.classification.jax.ETCGBlock method) (bosk.block.zoo.models.classification.jax.RFCGBlock method) tree_unflatten() (bosk.block.zoo.models.classification._jax_util.DecisionTree class method) (bosk.block.zoo.models.classification._jax_util.TreeNode class method) (bosk.block.zoo.models.classification.jax.ETCGBlock class method) (bosk.block.zoo.models.classification.jax.RFCGBlock class method) TreeNode (class in bosk.block.zoo.models.classification._jax_util) trim() (bosk.auto.EarlyStoppingCV method) (bosk.auto.EarlyStoppingVal method) (bosk.auto.growing_strategies.EarlyStoppingCV method) (bosk.auto.growing_strategies.EarlyStoppingVal method) (bosk.auto.growing_strategies.GrowingStrategy method)

V

visit() (bosk.pipeline.converter.dask.DaskConverter.Visitor method) (bosk.pipeline.converter.DaskConverter.Visitor method) (bosk.pipeline.converter.NetworkXConverter.Visitor method) (bosk.pipeline.converter.nx.NetworkXConverter.Visitor method) (bosk.visitor.base.BaseVisitor method) (bosk.visitor.BaseVisitor method) (bosk.visitor.group.ModifyGroupVisitor method)

W

WeightsBlock (class in bosk.block.zoo.data_weighting) wrap() (bosk.block.base.BaseBlock method) (bosk.block.BaseBlock method) (bosk.block.zoo.gpu_blocks.BaseBlock method) (bosk.pipeline.builder.functional.FunctionalPipelineBuilder method) (bosk.pipeline.builder.FunctionalPipelineBuilder method)

X

XGBClassifierBlock (class in bosk.block.zoo.models.classification) XGBCRegressorBlock (class in bosk.block.zoo.models.regression)

xs_shape (bosk.block.zoo.multi_grained_scanning._convolution_helpers._PoolingIndices attribute), [1] (in module bosk.block.zoo.multi_grained_scanning._convolution_helpers)

Z

ZipPipelineSerializer (class in bosk.pipeline.serializer) (class in bosk.pipeline.serializer.zip)

ZooBlockClassRepository (class in bosk.block.repo) (class in bosk.block.repo.zoo)