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Miscellaneous
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Core
yobx.convert
yobx.typing
yobx.builder
yobx.builder.light
yobx.builder.light – Graph
yobx.builder.light – Variables
yobx.builder.light – Single-input Operators
yobx.builder.light – Multi-input Operators
yobx.builder.onnxscript
yobx.builder.onnxscript.bridge_graph_builder
yobx.builder.spox
yobx.builder.spox.bridge_graph_builder
yobx.container
yobx.container.build_stats
yobx.container.export_artifact
yobx.container.model_container
yobx.helpers
yobx.helpers.cube_helper
yobx.helpers.dot_helper
yobx.helpers.helper
yobx.helpers.mini_onnx_builder
yobx.helpers.onnx_helper
yobx.helpers.patch_helper
yobx.helpers.rt_helper
yobx.helpers.stats_helper
yobx.helpers.to_onnx_helper
yobx.reference
yobx.reference.evaluator
yobx.reference.onnxruntime_evaluator
yobx.reference.report_results_comparison
yobx.reference.runtime_info
yobx.reference.torch_evaluator
yobx.reference.ops
yobx.reference.ops.op__overwrite_gather
yobx.reference.torch_ops
yobx.translate
yobx.translate.base_emitter
yobx.translate.builder_emitter
yobx.translate.inner_emitter
yobx.translate.light_emitter
yobx.translate.make_helper
yobx.translate.mermaid_emitter
yobx.translate.reverse_graph_builder
yobx.translate.translator
yobx.xbuilder
yobx.xbuilder.builder_stats_helper
yobx.xbuilder.function_options
yobx.xbuilder.graph_builder
yobx.xbuilder.graph_builder_opset
yobx.xbuilder.infer_shapes_options
yobx.xbuilder.optimization_options
yobx.xbuilder.order_optim
yobx.xoptim
yobx.xoptim.graph_builder_optim
yobx.xoptim.patterns_api
yobx.xoptim.patterns
yobx.xoptim.patterns.onnx_any
yobx.xoptim.patterns.onnx_attention
yobx.xoptim.patterns.onnx_cast
yobx.xoptim.patterns.onnx_clip
yobx.xoptim.patterns.onnx_concat
yobx.xoptim.patterns.onnx_constants
yobx.xoptim.patterns.onnx_conv
yobx.xoptim.patterns.onnx_dropout
yobx.xoptim.patterns.onnx_equal
yobx.xoptim.patterns.onnx_expand
yobx.xoptim.patterns.onnx_functions
yobx.xoptim.patterns.onnx_layer_normalization
yobx.xoptim.patterns.onnx_matmul
yobx.xoptim.patterns.onnx_mul
yobx.xoptim.patterns.onnx_range
yobx.xoptim.patterns.onnx_reduce
yobx.xoptim.patterns.onnx_reshape
yobx.xoptim.patterns.onnx_rotary
yobx.xoptim.patterns.onnx_sequence
yobx.xoptim.patterns.onnx_shape
yobx.xoptim.patterns.onnx_slice
yobx.xoptim.patterns.onnx_split
yobx.xoptim.patterns.onnx_sub
yobx.xoptim.patterns.onnx_transpose
yobx.xoptim.patterns.onnx_unsqueeze
yobx.xoptim.patterns.onnx_where
yobx.xoptim.patterns_exp
yobx.xoptim.patterns_exp.binary_operators
yobx.xoptim.patterns_exp.constant_of_shape_scatter_nd
yobx.xoptim.patterns_exp.constants
yobx.xoptim.patterns_exp.simple_rotary
yobx.xoptim.patterns_exp.unary_operators
yobx.xoptim.patterns_exp.where_replace
yobx.xoptim.patterns_fix
yobx.xoptim.patterns_fix.add_reduction_scatter_nd
yobx.xoptim.patterns_investigation
yobx.xoptim.patterns_investigation.element_wise
yobx.xoptim.patterns_investigation.llm_patterns
yobx.xoptim.patterns_ml
yobx.xoptim.patterns_ml.tree_ensemble
yobx.xoptim.patterns_ort
yobx.xoptim.patterns_ort.activation
yobx.xoptim.patterns_ort.fused_conv
yobx.xoptim.patterns_ort.fused_matmul
yobx.xoptim.patterns_ort.llm_optim
yobx.xoptim.patterns_ort.missing_kernels
yobx.xoptim.patterns_ort.simplified_layer_normalization
yobx.xoptim.repeated_optim
yobx.xoptim.unfused
yobx.xexpressions
yobx.xexpressions.expressions_torch
yobx.xexpressions.evaluate_expressions
yobx.xexpressions.operations
yobx.xexpressions.rename_expressions
yobx.xexpressions.simplify_expressions
yobx.xshape
yobx.xshape._builder_runtime
yobx.xshape._inference_runtime
yobx.xshape._shape_runtime
yobx.xshape._shape_helper
yobx.xshape.cost_inference
yobx.xshape.shape_builder
yobx.xshape.shape_builder_impl
yobx.xshape.shape_type_compute
yobx.xshape.type_inference
yobx.xtracing
yobx.xtracing.numpy_array
yobx.xtracing.tracing
yobx.xtracing — dataframe_trace module
yobx.xtracing — parse module
Converters
yobx.to_onnx
yobx.litert
yobx.litert.to_onnx
yobx.litert.convert
yobx.litert.register
yobx.litert.litert_helper
yobx.litert.ops
yobx.litert.ops.activations
yobx.litert.ops.elementwise
yobx.litert.ops.nn_ops
yobx.litert.ops.reshape_ops
yobx.sql
yobx.sql.dataframe_to_onnx
yobx.sql.sql_to_onnx
yobx.sql.sql_to_onnx_graph
yobx.sql.parsed_query_to_onnx
yobx.sql.parsed_query_to_onnx_graph
yobx.sql.lazyframe_to_onnx
yobx.sql.trace_numpy_to_onnx
yobx.sql.to_onnx
yobx.sql.coverage
yobx.sql.sql_convert
yobx.sql.polars_convert
yobx.sql.convert
yobx.sql._expr
yobx.sql.ops
yobx.sql.ops.register
yobx.sql.ops.filter_op
yobx.sql.ops.join_op
yobx.sklearn
yobx.sklearn.to_onnx
yobx.sklearn.convert_options
yobx.sklearn.convert
yobx.sklearn.convert_helper
yobx.sklearn.register
yobx.sklearn.skl2onnx_converter
yobx.sklearn.sklearn_helper
yobx.sklearn.tests_helper
yobx.sklearn.traceable_converter
yobx.sklearn.calibration
yobx.sklearn.calibration.calibrated_classifier
yobx.sklearn.category_encoders
yobx.sklearn.category_encoders.binary_encoder
yobx.sklearn.category_encoders.one_hot_encoder
yobx.sklearn.category_encoders.ordinal_encoder
yobx.sklearn.category_encoders.polynomial_encoder
yobx.sklearn.category_encoders.quantile_encoder
yobx.sklearn.category_encoders.target_encoder
yobx.sklearn.category_encoders.woe_encoder
yobx.sklearn.cluster
yobx.sklearn.cluster.affinity_propagation
yobx.sklearn.cluster.birch
yobx.sklearn.cluster.bisecting_kmeans
yobx.sklearn.cluster.feature_agglomeration
yobx.sklearn.cluster.kmeans
yobx.sklearn.cluster.mean_shift
yobx.sklearn.cluster.mini_batch_kmeans
yobx.sklearn.compose
yobx.sklearn.compose.column_transformer
yobx.sklearn.covariance
yobx.sklearn.covariance.elliptic_envelope
yobx.sklearn.covariance.empirical_covariance
yobx.sklearn.covariance.graphical_lasso
yobx.sklearn.covariance.ledoit_wolf
yobx.sklearn.covariance.min_cov_det
yobx.sklearn.covariance.oas
yobx.sklearn.covariance.shrunk_covariance
yobx.sklearn.cross_decomposition
yobx.sklearn.cross_decomposition.cca
yobx.sklearn.decomposition
yobx.sklearn.decomposition.factor_analysis
yobx.sklearn.decomposition.fast_ica
yobx.sklearn.decomposition.gaussian_random_projection
yobx.sklearn.decomposition.incremental_pca
yobx.sklearn.decomposition.kernel_pca
yobx.sklearn.decomposition.latent_dirichlet_allocation
yobx.sklearn.decomposition.nmf
yobx.sklearn.decomposition.pca
yobx.sklearn.decomposition.pls_regression
yobx.sklearn.decomposition.pls_svd
yobx.sklearn.decomposition.sparse_pca
yobx.sklearn.decomposition.truncated_svd
yobx.sklearn.discriminant_analysis
yobx.sklearn.discriminant_analysis.lda
yobx.sklearn.discriminant_analysis.qda
yobx.sklearn.dummy
yobx.sklearn.dummy.dummy
yobx.sklearn.ensemble
yobx.sklearn.ensemble.adaboost
yobx.sklearn.ensemble.bagging
yobx.sklearn.ensemble.gradient_boosting
yobx.sklearn.ensemble.hist_gradient_boosting
yobx.sklearn.ensemble.isolation_forest
yobx.sklearn.ensemble.random_forest
yobx.sklearn.ensemble.random_trees_embedding
yobx.sklearn.ensemble.stacking
yobx.sklearn.ensemble.voting
yobx.sklearn.feature_extraction
yobx.sklearn.feature_extraction.count_vectorizer
yobx.sklearn.feature_extraction.feature_hasher
yobx.sklearn.feature_extraction.patch_extractor
yobx.sklearn.feature_extraction.tfidf_transformer
yobx.sklearn.feature_extraction.tfidf_vectorizer
yobx.sklearn.feature_selection
yobx.sklearn.feature_selection.rfe
yobx.sklearn.feature_selection.select_fdr
yobx.sklearn.feature_selection.select_from_model
yobx.sklearn.feature_selection.select_fpr
yobx.sklearn.feature_selection.select_fwe
yobx.sklearn.feature_selection.select_k_best
yobx.sklearn.feature_selection.select_percentile
yobx.sklearn.feature_selection.variance_threshold
yobx.sklearn.gaussian_process
yobx.sklearn.gaussian_process.gp
yobx.sklearn.impute
yobx.sklearn.impute.knn_imputer
yobx.sklearn.impute.missing_indicator
yobx.sklearn.impute.simple_imputer
yobx.sklearn.imblearn
yobx.sklearn.imblearn.balanced_random_forest
yobx.sklearn.imblearn.easy_ensemble
yobx.sklearn.imblearn.balanced_bagging
yobx.sklearn.imblearn.rus_boost
yobx.sklearn.isotonic
yobx.sklearn.isotonic.isotonic_regression
yobx.sklearn.kernel_approximation
yobx.sklearn.kernel_approximation.additive_chi2_sampler
yobx.sklearn.kernel_approximation.nystroem
yobx.sklearn.kernel_approximation.rbf_sampler
yobx.sklearn.kernel_ridge
yobx.sklearn.kernel_ridge.kernel_ridge
yobx.sklearn.lightgbm
yobx.sklearn.lightgbm.lgbm
yobx.sklearn.lightgbm.lgbm_model
yobx.sklearn.linear_model
yobx.sklearn.linear_model.glm
yobx.sklearn.linear_model.linear_classifier
yobx.sklearn.linear_model.linear_regressor
yobx.sklearn.linear_model.logistic_regression
yobx.sklearn.linear_model.ransac
yobx.sklearn.linear_model.sgd_one_class_svm
yobx.sklearn.manifold
yobx.sklearn.manifold.isomap
yobx.sklearn.manifold.locally_linear_embedding
yobx.sklearn.mixture
yobx.sklearn.mixture.bayesian_gaussian_mixture
yobx.sklearn.mixture.gaussian_mixture
yobx.sklearn.model_selection
yobx.sklearn.model_selection.grid_search
yobx.sklearn.model_selection.halving_search
yobx.sklearn.model_selection.random_search
yobx.sklearn.model_selection.tuned_threshold_classifier_cv
yobx.sklearn.multiclass
yobx.sklearn.multiclass.one_vs_one
yobx.sklearn.multiclass.one_vs_rest
yobx.sklearn.multiclass.output_code
yobx.sklearn.multioutput
yobx.sklearn.multioutput.classifier_chain
yobx.sklearn.multioutput.multioutput
yobx.sklearn.multioutput.regressor_chain
yobx.sklearn.naive_bayes
yobx.sklearn.naive_bayes.categorical_nb
yobx.sklearn.naive_bayes.nb
yobx.sklearn.neural_network
yobx.sklearn.neural_network.bernoulli_rbm
yobx.sklearn.neural_network.mlp
yobx.sklearn.neighbors
yobx.sklearn.neighbors.kneighbors
yobx.sklearn.neighbors.kneighbors_transformer
yobx.sklearn.neighbors.kernel_density
yobx.sklearn.neighbors.local_outlier_factor
yobx.sklearn.neighbors.nearest_centroid
yobx.sklearn.neighbors.neighborhood_components_analysis
yobx.sklearn.neighbors.radiusneighbors
yobx.sklearn.neighbors.radiusneighbors_transformer
yobx.sklearn.pipeline
yobx.sklearn.pipeline.feature_union
yobx.sklearn.pipeline.pipeline
yobx.sklearn.preprocessing
yobx.sklearn.preprocessing.binarizer
yobx.sklearn.preprocessing.function_transformer
yobx.sklearn.preprocessing.kbins_discretizer
yobx.sklearn.preprocessing.kernel_centerer
yobx.sklearn.preprocessing.max_abs_scaler
yobx.sklearn.preprocessing.min_max_scaler
yobx.sklearn.preprocessing.normalizer
yobx.sklearn.preprocessing.one_hot_encoder
yobx.sklearn.preprocessing.ordinal_encoder
yobx.sklearn.preprocessing.polynomial_features
yobx.sklearn.preprocessing.power_transformer
yobx.sklearn.preprocessing.quantile_transformer
yobx.sklearn.preprocessing.robust_scaler
yobx.sklearn.preprocessing.spline_transformer
yobx.sklearn.preprocessing.standard_scaler
yobx.sklearn.sksurv
yobx.sklearn.sksurv.ensemble
yobx.sklearn.sksurv.linear_model
yobx.sklearn.statsmodels
yobx.sklearn.statsmodels.glm
yobx.sklearn.svm
yobx.sklearn.svm.linear_svm
yobx.sklearn.svm.one_class_svm
yobx.sklearn.svm.svm
yobx.sklearn.tree
yobx.sklearn.tree.decision_tree
yobx.sklearn.tree (ExtraTree)
yobx.sklearn.xgboost
yobx.sklearn.xgboost.xgb
yobx.tensorflow
yobx.tensorflow.to_onnx
yobx.tensorflow.convert
yobx.tensorflow.register
yobx.tensorflow.tensorflow_helper
yobx.tensorflow.ops
yobx.tensorflow.ops.activations
yobx.tensorflow.ops.binary_ops
yobx.tensorflow.ops.const
yobx.tensorflow.ops.conv
yobx.tensorflow.ops.element_wise
yobx.tensorflow.ops.gather_ops
yobx.tensorflow.ops.jax_ops
yobx.tensorflow.ops.math_ops
yobx.tensorflow.ops.matmul
yobx.tensorflow.ops.nn_ops
yobx.tensorflow.ops.padding
yobx.tensorflow.ops.pooling
yobx.tensorflow.ops.random_ops
yobx.tensorflow.ops.reduction_ops
yobx.tensorflow.ops.shape_ops
yobx.tensorflow.ops.special_ops
yobx.tensorflow.ops.unary_ops
yobx.tensorflow.ops.xla_call_module
yobx.tensorflow.ops.xla_call_module_helper
yobx.tensorflow.ops.xla_call_module_parsing
yobx.torch
yobx.torch.to_onnx
yobx.torch.export_helper
yobx.torch.export_options
yobx.torch.fake_tensor_helper
yobx.torch.flatten
yobx.torch.flatten_helper
yobx.torch.input_observer
yobx.torch.patch
yobx.torch.tiny_models
yobx.torch.torch_helper
yobx.torch.tracing
yobx.torch.validate
yobx.torch.in_torch
yobx.torch.coverage.op_coverage
yobx.torch.coverage
yobx.torch.in_torch.patches
yobx.torch.in_transformers
yobx.torch.in_transformers._patches_model_rope_utils
yobx.torch.in_transformers.cache_helper
yobx.torch.in_transformers.flatten_class
yobx.torch.in_transformers.patches
yobx.torch.in_transformers.register
yobx.torch.in_transformers.models
yobx.torch.in_transformers.models.configs
yobx.torch.in_transformers.classes
yobx.torch.in_transformers.classes.llama_attention
yobx.torch.interpreter
yobx.torch.interpreter._aten_functions
yobx.torch.interpreter._aten_functions_attention
yobx.torch.interpreter._aten_functions_transformers
yobx.torch.interpreter._aten_methods
yobx.torch.interpreter._doc_
yobx.torch.interpreter._exceptions
yobx.torch.interpreter._math_functions
yobx.torch.interpreter._non_aten_functions
yobx.torch.interpreter._prims_functions
yobx.torch.interpreter._torch_helper
yobx.torch.interpreter.aten_functions
yobx.torch.interpreter.aten_functions_transformers
yobx.torch.interpreter.aten_methods
yobx.torch.interpreter.dispatcher
yobx.torch.interpreter.interpreter
yobx.torch.interpreter.onnx_export
yobx.torch.new_tracing
yobx.torch.new_tracing.shape
yobx.torch.new_tracing.tensor
yobx.torch.new_tracing.tracer
yobx.torch.testing
yobx.torch.testing._model_eval_cases
yobx.torch.testing.model_eval_cases
documentation / tests
yobx.doc
yobx.ext_test_case
yobx.pv_version
API
yobx.container
yobx.container.build_stats
yobx.container.build_stats
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