Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (in module nd2py.utils.softmax) (nd2py.core.nettype.nettype_mixin.NetTypeMixin method) (nd2py.core.symbols.empty.Empty method) (nd2py.core.symbols.grouped_parameter.GroupedParameter method) (nd2py.core.symbols.number.Number method) (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.symbols.variable.Variable method) (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.gp.gp.Individual method) (nd2py.search.gp.GPLearnGenerator method) (nd2py.search.llmsr.LLMAPI method) (nd2py.search.llmsr.LLMResult method) (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.mcts.mcts.Node method) (nd2py.search.mcts.Node method) (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig method) (nd2py.search.ndformer.ndformer_dataset.NDFormerDataset method) (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) (nd2py.search.ndformer.ndformer_model.NDFormerModel method) (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.ndformer_tokenizer.NumberTokenizer method) (nd2py.search.ndformer.NDFormerModelConfig method) (nd2py.search.ndformer.NDFormerTokenizer method) (nd2py.utils.attr_dict.AttrDict method) (nd2py.utils.AttrDict method) (nd2py.utils.auto_gpu.AutoGPU method) (nd2py.utils.classproperty method) (nd2py.utils.classproperty.classproperty method) (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.plot.EqualizeNormalize method) (nd2py.utils.Timer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) A Abs (class in nd2py.core.symbols.operands) abs (in module nd2py.core.symbols.functions) action() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) Add (class in nd2py.core.symbols.operands) add (in module nd2py.core.symbols.functions) add() (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.Timer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) add_minus_flags() (in module nd2py.utils) (in module nd2py.utils.fix_parser) add_negation_flags() (in module nd2py.utils) (in module nd2py.utils.fix_parser) adjust_text() (in module nd2py.utils.plot) Aggr (class in nd2py.core.symbols.operands) aggr (in module nd2py.core.symbols.functions) Arccos (class in nd2py.core.symbols.operands) arccos (in module nd2py.core.symbols.functions) Arcsin (class in nd2py.core.symbols.operands) arcsin (in module nd2py.core.symbols.functions) Arctan (class in nd2py.core.symbols.operands) arctan (in module nd2py.core.symbols.functions) AttrDict (class in nd2py.utils) (class in nd2py.utils.attr_dict) AutoGPU (class in nd2py.utils.auto_gpu) B backpropagate() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) BFGSFit (class in nd2py.core.transform.bfgs_fit) bind() (nd2py.core.symbols.grouped_parameter.GroupedParameter method) C check_valid_action() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) choice_gpu() (nd2py.utils.auto_gpu.AutoGPU method) classproperty (class in nd2py.utils) (class in nd2py.utils.classproperty) clear() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.Timer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) clear_svg() (in module nd2py.utils.plot) collate_fn() (nd2py.search.ndformer.ndformer_dataset.NDFormerDataset method) collect_numbers() (in module nd2py.core.transform.bfgs_fit) Constant() (in module nd2py.core.symbols.functions) contents (nd2py.search.llmsr.LLMResult property) copy() (nd2py.core.symbols.symbol.Symbol method) (nd2py.search.gp.gp.Individual method) (nd2py.search.mcts.mcts.Node method) (nd2py.search.mcts.Node method) Cos (class in nd2py.core.symbols.operands) cos (in module nd2py.core.symbols.functions) Cosh (class in nd2py.core.symbols.operands) cosh (in module nd2py.core.symbols.functions) Cot (class in nd2py.core.symbols.operands) cot (in module nd2py.core.symbols.functions) Coth (class in nd2py.core.symbols.operands) count (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.Timer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) (nd2py.utils.timing.Timer property) count_str() (nd2py.utils.Timer method) (nd2py.utils.timing.Timer method) crossover() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) Csc (class in nd2py.core.symbols.operands) csc (in module nd2py.core.symbols.functions) Csch (class in nd2py.core.symbols.operands) csch (in module nd2py.core.symbols.functions) D d_emb (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) d_ff (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) decode() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.ndformer_tokenizer.NumberTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) decode_array() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) decode_sequence() (nd2py.search.ndformer.ndformer_model.NDFormerModel method) Div (class in nd2py.core.symbols.operands) div (in module nd2py.core.symbols.functions) download_model() (in module nd2py.utils) dropout (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) E edge_to_node() (nd2py.core.transform.fix_nettype.FixNetType method) edge_to_scalar() (nd2py.core.transform.fix_nettype.FixNetType method) EICCalc (class in nd2py.core.calc.eic_calc) Empty (class in nd2py.core.symbols.empty) encode() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.ndformer_tokenizer.NumberTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) encode_array() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) encode_graph() (nd2py.search.ndformer.ndformer_model.NDFormerModel method) eos_token_id (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) EqualizeNormalize (class in nd2py.utils.plot) eval() (nd2py.core.symbols.symbol.Symbol method) eval_eic() (nd2py.core.symbols.symbol.Symbol method) eval_torch() (nd2py.core.symbols.symbol.Symbol method) evolve() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) Exp (class in nd2py.core.symbols.operands) exp (in module nd2py.core.symbols.functions) expand() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) F fill_to_complete() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) fit() (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) fix_nettype() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.transform.fix_nettype.FixNetType method) FixNetType (class in nd2py.core.transform.fix_nettype) FoldConstant (class in nd2py.core.transform.fold_constant) forward() (nd2py.search.ndformer.ndformer_model.NDFormerModel method) from_dict() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer class method) (nd2py.search.ndformer.NDFormerTokenizer class method) (nd2py.utils.Timer class method) (nd2py.utils.timing.Timer class method) from_postorder() (in module nd2py.core.converter.from_postorder) from_preorder() (in module nd2py.core.converter.from_preorder) FromPostorder (class in nd2py.core.converter.from_postorder) FromPreorder (class in nd2py.core.converter.from_preorder) G generate_BA_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) generate_children() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) generate_complete_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) generate_ER_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) generate_GMM_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) generate_leaf() (nd2py.search.gp.GPLearnGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) generate_node() (nd2py.search.gp.GPLearnGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) generate_normal_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) generate_prompt() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) generate_uniform_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) generate_WS_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) generic_visit() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.basic.get_length.GetLength method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.from_preorder.FromPreorder method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.nettype.inter_nettype.InferNettype method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.core.transform.split_by_mul.SplitByMul method) (nd2py.core.tree.iter_postorder.IterPostorder method) (nd2py.core.tree.iter_preorder.IterPreorder method) get_copy_value() (in module nd2py.core.context.copy_value) get_default() (in module nd2py.utils) get_fig() (in module nd2py.utils.plot) get_named_count() (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_pace() (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_speed() (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_time() (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_nettype_range() (nd2py.core.nettype.nettype_mixin.NetTypeMixin class method) (nd2py.core.symbols.number.Number method) (nd2py.core.symbols.symbol.Symbol class method) (nd2py.core.symbols.variable.Variable method) get_numbers() (nd2py.core.symbols.symbol.Symbol method) get_parameters() (nd2py.core.symbols.symbol.Symbol method) get_path() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) get_random_subtree() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) get_sampler() (nd2py.search.ndformer.ndformer_dataset.NDFormerDataset method) GetCopy (class in nd2py.core.basic.get_copy) GetLength (class in nd2py.core.basic.get_length) GP (class in nd2py.search.gp) (class in nd2py.search.gp.gp) GPLearnGenerator (class in nd2py.search.gp) GroupedParameter (class in nd2py.core.symbols.grouped_parameter) H hoist_mutation() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) I Identity (class in nd2py.core.symbols.operands) Individual (class in nd2py.search.gp.gp) infer_nettype() (nd2py.core.nettype.nettype_mixin.NetTypeMixin method) (nd2py.core.symbols.symbol.Symbol method) InferNettype (class in nd2py.core.nettype.inter_nettype) InfiniteSampler (class in nd2py.search.ndformer.ndformer_dataset) init_islands() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) init_logger() (in module nd2py.utils) (in module nd2py.utils.logger) init_population() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) Inv (class in nd2py.core.symbols.operands) inv (in module nd2py.core.symbols.functions) inverse() (nd2py.utils.plot.EqualizeNormalize method) is_yielded_node() (nd2py.core.tree.iter_preorder.IterPreorder method) iter_postorder() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) iter_preorder() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) iter_valid_action() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) IterPostorder (class in nd2py.core.tree.iter_postorder) IterPreorder (class in nd2py.core.tree.iter_preorder) L LLMAPI (class in nd2py.search.llmsr) LLMResult (class in nd2py.search.llmsr) LLMSR (class in nd2py.search.llmsr) (class in nd2py.search.llmsr.llmsr) load() (nd2py.search.llmsr.LLMAPI class method) (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer class method) (nd2py.search.ndformer.NDFormerTokenizer class method) load_font() (in module nd2py.utils.plot) load_yaml() (nd2py.utils.attr_dict.AttrDict class method) (nd2py.utils.AttrDict class method) load_yaml_str() (nd2py.utils.attr_dict.AttrDict class method) (nd2py.utils.AttrDict class method) Log (class in nd2py.core.symbols.operands) log (in module nd2py.core.symbols.functions) log_exception() (in module nd2py.utils) LogAbs (class in nd2py.core.symbols.operands) logabs (in module nd2py.core.symbols.functions) M MAE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) map_nettype() (nd2py.core.nettype.nettype_mixin.NetTypeMixin class method) (nd2py.core.symbols.empty.Empty method) (nd2py.core.symbols.number.Number method) (nd2py.core.symbols.operands.Aggr class method) (nd2py.core.symbols.operands.Readout class method) (nd2py.core.symbols.operands.Sour class method) (nd2py.core.symbols.symbol.Symbol class method) (nd2py.core.symbols.variable.Variable method) MAPE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) match() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) Max (class in nd2py.core.symbols.operands) max (in module nd2py.core.symbols.functions) max_coeff_val (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_data_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_edge_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_exponent (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_node_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_seq_len (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_var_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) max_var_val (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) maximum() (in module nd2py.core.symbols.functions) MCTS (class in nd2py.search.mcts) (class in nd2py.search.mcts.mcts) MCTSForest (class in nd2py.search.mcts.mcts_forest) merge_axes() (in module nd2py.utils.plot) merge_bias() (nd2py.core.transform.split_by_add.SplitByAdd method) merge_coefficients() (nd2py.core.transform.split_by_mul.SplitByMul method) messages (nd2py.search.llmsr.LLMResult property) Min (class in nd2py.core.symbols.operands) min (in module nd2py.core.symbols.functions) min_coeff_val (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) min_data_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) min_edge_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) min_exponent (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) min_node_num (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) min_var_val (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) minimum() (in module nd2py.core.symbols.functions) model (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) module nd2py.core.basic nd2py.core.basic.get_copy nd2py.core.basic.get_length nd2py.core.calc.eic_calc nd2py.core.calc.numpy_calc nd2py.core.calc.torch_calc nd2py.core.context.copy_value nd2py.core.context.nettype_inference nd2py.core.context.set_fitable nd2py.core.context.warn_once nd2py.core.converter.from_postorder nd2py.core.converter.from_preorder nd2py.core.converter.parser nd2py.core.converter.string_printer nd2py.core.converter.tree_printer nd2py.core.nettype.inter_nettype nd2py.core.nettype.nettype_mixin nd2py.core.symbols.empty nd2py.core.symbols.functions nd2py.core.symbols.grouped_parameter nd2py.core.symbols.number nd2py.core.symbols.operands nd2py.core.symbols.variable nd2py.core.transform.bfgs_fit nd2py.core.transform.fix_nettype nd2py.core.transform.fold_constant nd2py.core.transform.simplify nd2py.core.transform.split_by_add nd2py.core.transform.split_by_mul nd2py.core.tree.iter_postorder nd2py.core.tree.iter_preorder nd2py.core.tree.tree_mixin nd2py.dataset nd2py.dataset.tokenizer nd2py.generator nd2py.search.gp nd2py.search.gp.gp nd2py.search.llmsr nd2py.search.llmsr.llmsr nd2py.search.mcts nd2py.search.mcts.mcts nd2py.search.mcts.mcts_forest nd2py.search.ndformer nd2py.search.ndformer.ndformer_config nd2py.search.ndformer.ndformer_dataset nd2py.search.ndformer.ndformer_generator nd2py.search.ndformer.ndformer_model nd2py.search.ndformer.ndformer_tokenizer nd2py.utils nd2py.utils.attr_dict nd2py.utils.auto_gpu nd2py.utils.classproperty nd2py.utils.fix_parser nd2py.utils.logger nd2py.utils.metrics nd2py.utils.plot nd2py.utils.render_markdown nd2py.utils.render_python nd2py.utils.softmax nd2py.utils.tag2ansi nd2py.utils.timing nd2py.utils.utils Mul (class in nd2py.core.symbols.operands) mul (in module nd2py.core.symbols.functions) N n_GNN_layers (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) n_head (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) n_induction_points (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) n_mantissa (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) n_operands (nd2py.core.symbols.empty.Empty attribute) (nd2py.core.symbols.number.Number attribute) (nd2py.core.symbols.operands.Abs attribute) (nd2py.core.symbols.operands.Add attribute) (nd2py.core.symbols.operands.Aggr attribute) (nd2py.core.symbols.operands.Arccos attribute) (nd2py.core.symbols.operands.Arcsin attribute) (nd2py.core.symbols.operands.Arctan attribute) (nd2py.core.symbols.operands.Cos attribute) (nd2py.core.symbols.operands.Cosh attribute) (nd2py.core.symbols.operands.Cot attribute) (nd2py.core.symbols.operands.Coth attribute) (nd2py.core.symbols.operands.Csc attribute) (nd2py.core.symbols.operands.Csch attribute) (nd2py.core.symbols.operands.Div attribute) (nd2py.core.symbols.operands.Exp attribute) (nd2py.core.symbols.operands.Identity attribute) (nd2py.core.symbols.operands.Inv attribute) (nd2py.core.symbols.operands.Log attribute) (nd2py.core.symbols.operands.LogAbs attribute) (nd2py.core.symbols.operands.Max attribute) (nd2py.core.symbols.operands.Min attribute) (nd2py.core.symbols.operands.Mul attribute) (nd2py.core.symbols.operands.Neg attribute) (nd2py.core.symbols.operands.Pow attribute) (nd2py.core.symbols.operands.Pow2 attribute) (nd2py.core.symbols.operands.Pow3 attribute) (nd2py.core.symbols.operands.Readout attribute) (nd2py.core.symbols.operands.Regular attribute) (nd2py.core.symbols.operands.Sec attribute) (nd2py.core.symbols.operands.Sech attribute) (nd2py.core.symbols.operands.Sigmoid attribute) (nd2py.core.symbols.operands.Sin attribute) (nd2py.core.symbols.operands.Sinh attribute) (nd2py.core.symbols.operands.Sour attribute) (nd2py.core.symbols.operands.Sqrt attribute) (nd2py.core.symbols.operands.SqrtAbs attribute) (nd2py.core.symbols.operands.Sub attribute) (nd2py.core.symbols.operands.Tan attribute) (nd2py.core.symbols.operands.Tanh attribute) (nd2py.core.symbols.variable.Variable attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) n_transformer_decoder_layers (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) n_transformer_encoder_layers (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) named_count (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_pace (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_speed (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_time (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) NamedTimer (class in nd2py.utils) (class in nd2py.utils.timing) names (nd2py.utils.NamedTimer property) (nd2py.utils.ParallelTimer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) nd2py.core.basic module nd2py.core.basic.get_copy module nd2py.core.basic.get_length module nd2py.core.calc.eic_calc module nd2py.core.calc.numpy_calc module nd2py.core.calc.torch_calc module nd2py.core.context.copy_value module nd2py.core.context.nettype_inference module nd2py.core.context.set_fitable module nd2py.core.context.warn_once module nd2py.core.converter.from_postorder module nd2py.core.converter.from_preorder module nd2py.core.converter.parser module nd2py.core.converter.string_printer module nd2py.core.converter.tree_printer module nd2py.core.nettype.inter_nettype module nd2py.core.nettype.nettype_mixin module nd2py.core.symbols.empty module nd2py.core.symbols.functions module nd2py.core.symbols.grouped_parameter module nd2py.core.symbols.number module nd2py.core.symbols.operands module nd2py.core.symbols.variable module nd2py.core.transform.bfgs_fit module nd2py.core.transform.fix_nettype module nd2py.core.transform.fold_constant module nd2py.core.transform.simplify module nd2py.core.transform.split_by_add module nd2py.core.transform.split_by_mul module nd2py.core.tree.iter_postorder module nd2py.core.tree.iter_preorder module nd2py.core.tree.tree_mixin module nd2py.dataset module nd2py.dataset.tokenizer module nd2py.generator module nd2py.search.gp module nd2py.search.gp.gp module nd2py.search.llmsr module nd2py.search.llmsr.llmsr module nd2py.search.mcts module nd2py.search.mcts.mcts module nd2py.search.mcts.mcts_forest module nd2py.search.ndformer module nd2py.search.ndformer.ndformer_config module nd2py.search.ndformer.ndformer_dataset module nd2py.search.ndformer.ndformer_generator module nd2py.search.ndformer.ndformer_model module nd2py.search.ndformer.ndformer_tokenizer module nd2py.utils module nd2py.utils.attr_dict module nd2py.utils.auto_gpu module nd2py.utils.classproperty module nd2py.utils.fix_parser module nd2py.utils.logger module nd2py.utils.metrics module nd2py.utils.plot module nd2py.utils.render_markdown module nd2py.utils.render_python module nd2py.utils.softmax module nd2py.utils.tag2ansi module nd2py.utils.timing module nd2py.utils.utils module NDFormerDataGenerator (class in nd2py.search.ndformer.ndformer_generator) NDFormerDataset (class in nd2py.search.ndformer.ndformer_dataset) NDFormerEqtreeGenerator (class in nd2py.search.ndformer.ndformer_generator) NDFormerGraphGenerator (class in nd2py.search.ndformer.ndformer_generator) NDFormerModel (class in nd2py.search.ndformer.ndformer_model) NDFormerModelConfig (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_config) NDFormerTokenizer (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_tokenizer) Neg (class in nd2py.core.symbols.operands) neg (in module nd2py.core.symbols.functions) nettype (nd2py.core.nettype.nettype_mixin.NetTypeMixin property) (nd2py.core.symbols.symbol.Symbol property) nettype_inference() (in module nd2py.core.context.nettype_inference) nettype_range (nd2py.core.nettype.nettype_mixin.NetTypeMixin attribute) (nd2py.core.symbols.number.Number property) (nd2py.core.symbols.variable.Variable property) NetTypeMixin (class in nd2py.core.nettype.nettype_mixin) no_copy_value() (in module nd2py.core.context.copy_value) no_nettype_inference() (in module nd2py.core.context.nettype_inference) no_set_fitable() (in module nd2py.core.context.set_fitable) no_warn() (in module nd2py.core.context.warn_once) Node (class in nd2py.search.mcts) (class in nd2py.search.mcts.mcts) node_to_edge() (nd2py.core.transform.fix_nettype.FixNetType method) node_to_scalar() (nd2py.core.transform.fix_nettype.FixNetType method) NodeForest (class in nd2py.search.mcts.mcts_forest) Number (class in nd2py.core.symbols.number) NumberTokenizer (class in nd2py.search.ndformer.ndformer_tokenizer) NumpyCalc (class in nd2py.core.calc.numpy_calc) O operands (nd2py.core.nettype.nettype_mixin.NetTypeMixin attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) P pace (nd2py.utils.Timer property) (nd2py.utils.timing.Timer property) pace_str() (nd2py.utils.Timer method) (nd2py.utils.timing.Timer method) pad_token_id (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) ParallelTimer (class in nd2py.utils) (class in nd2py.utils.timing) parent (nd2py.core.nettype.nettype_mixin.NetTypeMixin attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) parse() (in module nd2py.core.converter.parser) path_to() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) phi_s (in module nd2py.core.symbols.functions) phi_t (in module nd2py.core.symbols.functions) pick_valid_action() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) plot_resilience() (in module nd2py.utils.plot) plotOD() (in module nd2py.utils.plot) point_mutation() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) possible_nettypes (nd2py.core.nettype.nettype_mixin.NetTypeMixin property) (nd2py.core.symbols.symbol.Symbol property) Pow (class in nd2py.core.symbols.operands) pow (in module nd2py.core.symbols.functions) Pow2 (class in nd2py.core.symbols.operands) pow2 (in module nd2py.core.symbols.functions) Pow3 (class in nd2py.core.symbols.operands) pow3 (in module nd2py.core.symbols.functions) predict() (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) prod() (in module nd2py.core.symbols.functions) Q query_free_memory() (nd2py.utils.auto_gpu.AutoGPU method) R R2_score() (in module nd2py.utils) (in module nd2py.utils.metrics) Readout (class in nd2py.core.symbols.operands) readout (in module nd2py.core.symbols.functions) reg (in module nd2py.core.symbols.functions) Regular (class in nd2py.core.symbols.operands) regular (in module nd2py.core.symbols.functions) remove_nested_unary() (nd2py.core.transform.simplify.Simplify method) render_markdown() (in module nd2py.search.llmsr.llmsr) (in module nd2py.utils) (in module nd2py.utils.render_markdown) render_python() (in module nd2py.search.llmsr.llmsr) (in module nd2py.utils) (in module nd2py.utils.render_python) replace() (nd2py.core.symbols.symbol.Symbol method) (nd2py.core.tree.tree_mixin.TreeMixin method) replace_greek() (in module nd2py.core.converter.string_printer) response (nd2py.search.llmsr.LLMResult property) responses (nd2py.search.llmsr.LLMResult property) Rgga (class in nd2py.core.symbols.operands) rgga (in module nd2py.core.symbols.functions) rho (in module nd2py.core.symbols.functions) RMSE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) root (nd2py.core.tree.tree_mixin.TreeMixin property) run_evaluate() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) S sample() (nd2py.search.gp.GPLearnGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) save() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) scalar_to_edge() (nd2py.core.transform.fix_nettype.FixNetType method) scalar_to_node() (nd2py.core.transform.fix_nettype.FixNetType method) Sec (class in nd2py.core.symbols.operands) sec (in module nd2py.core.symbols.functions) Sech (class in nd2py.core.symbols.operands) sech (in module nd2py.core.symbols.functions) seed_all() (in module nd2py.utils) (in module nd2py.utils.utils) select() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) set_copy_value() (in module nd2py.core.context.copy_value) set_fit_request() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) set_fitable() (in module nd2py.core.context.set_fitable) set_fitness() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) set_nettype_inference() (in module nd2py.core.context.nettype_inference) set_parameters() (nd2py.core.symbols.symbol.Symbol method) set_reward() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) set_score() (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) set_score_request() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.mcts.mcts_forest.MCTSForest method) Sigmoid (class in nd2py.core.symbols.operands) sigmoid (in module nd2py.core.symbols.functions) Simplify (class in nd2py.core.transform.simplify) simplify() (in module nd2py.search.mcts.mcts) (nd2py.core.symbols.symbol.Symbol method) simulate() (nd2py.search.mcts.MCTS method) (nd2py.search.mcts.mcts.MCTS method) Sin (class in nd2py.core.symbols.operands) sin (in module nd2py.core.symbols.functions) Sinh (class in nd2py.core.symbols.operands) sinh (in module nd2py.core.symbols.functions) sMAPE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) softmax() (in module nd2py.utils) (in module nd2py.utils.utils) sos_token_id (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) Sour (class in nd2py.core.symbols.operands) sour (in module nd2py.core.symbols.functions) speed (nd2py.utils.Timer property) (nd2py.utils.timing.Timer property) speed_str() (nd2py.utils.Timer method) (nd2py.utils.timing.Timer method) split_by_add() (nd2py.core.symbols.symbol.Symbol method) split_by_mul() (nd2py.core.symbols.symbol.Symbol method) SplitByAdd (class in nd2py.core.transform.split_by_add) SplitByMul (class in nd2py.core.transform.split_by_mul) Sqrt (class in nd2py.core.symbols.operands) sqrt (in module nd2py.core.symbols.functions) SqrtAbs (class in nd2py.core.symbols.operands) sqrtabs (in module nd2py.core.symbols.functions) StringPrinter (class in nd2py.core.converter.string_printer) Sub (class in nd2py.core.symbols.operands) sub (in module nd2py.core.symbols.functions) subtree_mutation() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) sum() (in module nd2py.core.symbols.functions) supported_models (nd2py.search.llmsr.LLMAPI attribute) Symbol (class in nd2py.core.symbols.symbol) T tag2ansi() (in module nd2py.utils) (in module nd2py.utils.tag2ansi) Tan (class in nd2py.core.symbols.operands) tan (in module nd2py.core.symbols.functions) Tanh (class in nd2py.core.symbols.operands) tanh (in module nd2py.core.symbols.functions) Targ (class in nd2py.core.symbols.operands) targ (in module nd2py.core.symbols.functions) time (nd2py.utils.NamedTimer property) (nd2py.utils.Timer property) (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.Timer property) time_str() (nd2py.utils.Timer method) (nd2py.utils.timing.Timer method) Timer (class in nd2py.utils) (class in nd2py.utils.timing) to_dict() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) (nd2py.utils.Timer method) (nd2py.utils.timing.Timer method) to_route() (nd2py.search.mcts.mcts.Node method) (nd2py.search.mcts.Node method) to_str() (nd2py.core.symbols.symbol.Symbol method) (nd2py.utils.NamedTimer method) (nd2py.utils.ParallelTimer method) (nd2py.utils.Timer method) (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) to_tree() (nd2py.core.symbols.symbol.Symbol method) TorchCalc (class in nd2py.core.calc.torch_calc) tournament() (nd2py.search.gp.GP method) (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.LLMSR method) (nd2py.search.llmsr.llmsr.LLMSR method) TreeMixin (class in nd2py.core.tree.tree_mixin) TreePrinter (class in nd2py.core.converter.tree_printer) U UCT() (nd2py.search.mcts.mcts.Node method) (nd2py.search.mcts.Node method) unk_token_id (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) unpack_operands() (in module nd2py.core.calc.numpy_calc) (in module nd2py.core.calc.torch_calc) update_free_memory() (nd2py.utils.auto_gpu.AutoGPU method) upload_model() (in module nd2py.utils) usage (nd2py.search.llmsr.LLMResult property) use_aux_input (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) use_chinese_font() (in module nd2py.utils.plot) V value_dict (nd2py.core.symbols.grouped_parameter.GroupedParameter property) Variable (class in nd2py.core.symbols.variable) variables() (in module nd2py.core.symbols.functions) visit_Abs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Add() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Aggr() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Arccos() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Arcsin() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Arctan() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_BinaryOp() (nd2py.core.transform.fix_nettype.FixNetType method) visit_Cos() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Cosh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Cot() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Coth() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Csc() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Csch() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Div() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.core.transform.split_by_mul.SplitByMul method) visit_Empty() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.transform.fold_constant.FoldConstant method) visit_Exp() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_GroupedParameter() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.eic_calc.EICCalc method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) visit_Identity() (nd2py.core.calc.numpy_calc.NumpyCalc method) visit_Inv() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.simplify.Simplify method) visit_Log() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_LogAbs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Max() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.fix_nettype.FixNetType method) visit_Min() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.fix_nettype.FixNetType method) visit_Mul() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.core.transform.split_by_mul.SplitByMul method) visit_Neg() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Number() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) visit_Pow() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) visit_Pow2() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) visit_Pow3() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) visit_Readout() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Regular() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Rgga() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Sec() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Sech() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Sigmoid() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Sin() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Sinh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Sour() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Sqrt() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_SqrtAbs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Sub() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Tan() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) visit_Tanh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.transform.simplify.Simplify method) visit_Targ() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) visit_Variable() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.converter.tree_printer.TreePrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) vocab_size (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) W warn_once() (in module nd2py.core.context.warn_once)