Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W | Y _ __init__() (nd2py.BFGSFit method) (nd2py.core.BFGSFit method) (nd2py.core.Empty method) (nd2py.core.FoldConstant method) (nd2py.core.nettype.nettype_mixin.NetTypeMixin method) (nd2py.core.Number method) (nd2py.core.Symbol method) (nd2py.core.symbols.empty.Empty 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.core.transform.reduce.Reduce method) (nd2py.core.transform.reduce.ReduceRule method) (nd2py.core.Variable method) (nd2py.Empty method) (nd2py.FoldConstant method) (nd2py.generator.data.gmm_generator.GMMGenerator method) (nd2py.generator.data.subeq_generator.SubeqGenerator method) (nd2py.generator.eq.enumerator.Enumerator method) (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator2 method) (nd2py.generator.eq.snip_generator.SNIPGenerator3 method) (nd2py.Number method) (nd2py.search.gp.gp.GP method) (nd2py.search.gp.gp.Individual method) (nd2py.search.llmsr.api.deepseek_api.DeepSeekAPI method) (nd2py.search.llmsr.api.gemini_api.GeminiAPI method) (nd2py.search.llmsr.api.llm_api.LLMAPI method) (nd2py.search.llmsr.api.llm_result.LLMResult method) (nd2py.search.llmsr.api.openai_api.OpenAIAPI method) (nd2py.search.llmsr.api.siliconflow_api.SiliconFlowAPI method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.mcts.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_mcts.NDFormerMCTS method) (nd2py.search.ndformer.ndformer_mcts.NDFormerNode method) (nd2py.search.ndformer.ndformer_model.NDFormerModel method) (nd2py.search.ndformer.ndformer_model_flash_ansr.FlashANSRNDFormer method) (nd2py.search.ndformer.ndformer_model_flash_ansr.SetTransformerEncoder method) (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.ndformer_tokenizer.NumberTokenizer method) (nd2py.search.ndformer.NDFormerDataGenerator method) (nd2py.search.ndformer.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) (nd2py.search.ndformer.NDFormerModelConfig method) (nd2py.search.ndformer.NDFormerTokenizer method) (nd2py.Symbol 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.EqualizeNormalize method) (nd2py.utils.NamedTimer method) (nd2py.utils.nn.gnn.GNN method) (nd2py.utils.nn.gnn.GNNLayer method) (nd2py.utils.nn.positional_encoding.PositionalEncoding 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) (nd2py.Variable method) A Abs (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) abs (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) action() (nd2py.search.mcts.mcts.MCTS method) Add (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) add (in module nd2py) (in module nd2py.core) (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) add_prefactors() (nd2py.generator.eq.snip_generator.SNIPGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator2 method) add_unaries() (nd2py.generator.eq.snip_generator.SNIPGenerator method) adjust_text() (in module nd2py.utils) (in module nd2py.utils.plot) Aggr (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) aggr (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Arccos (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) arccos (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Arcsin (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) arcsin (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Arctan (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) arctan (in module nd2py) (in module nd2py.core) (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.MCTS method) BFGSFit (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.bfgs_fit) C check_valid_action() (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.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) (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) (in module nd2py.core) (in module nd2py.core.symbols.functions) contents (nd2py.search.llmsr.api.llm_result.LLMResult property) copy() (nd2py.core.Symbol method) (nd2py.core.symbols.symbol.Symbol method) (nd2py.search.gp.gp.Individual method) (nd2py.search.mcts.mcts.Node method) (nd2py.Symbol method) Cos (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) cos (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Cosh (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) cosh (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Cot (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) cot (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Coth (class in nd2py) (class in nd2py.core) (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) create() (nd2py.utils.factory.FactoryMixin class method) create_chat_completions() (nd2py.search.llmsr.api.openai_api.OpenAIAPI method) create_responses() (nd2py.search.llmsr.api.openai_api.OpenAIAPI method) crossover() (nd2py.search.gp.gp.GP method) Csc (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) csc (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Csch (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) csch (in module nd2py) (in module nd2py.core) (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) deepseek_v3() (nd2py.search.llmsr.api.siliconflow_api.SiliconFlowAPI method) DeepSeekAPI (class in nd2py.search.llmsr.api.deepseek_api) dist() (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) Div (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) div (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) dropout (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) E edge_to_node() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) edge_to_scalar() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) Empty (class in nd2py) (class in nd2py.core) (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_data() (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) encode_graph() (nd2py.search.ndformer.ndformer_model.NDFormerModel method) Enumerator (class in nd2py.generator.eq.enumerator) eos_token_id (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) EqualizeNormalize (class in nd2py.utils) (class in nd2py.utils.plot) estimate_total() (nd2py.generator.eq.enumerator.Enumerator method) eval() (nd2py.core.symbol_api.SymbolAPIMixin method) eval_torch() (nd2py.core.symbol_api.SymbolAPIMixin method) evolve() (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.llmsr.LLMSR method) Exp (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) exp (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) expand() (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) F FactoryMixin (class in nd2py.utils.factory) fill_to_complete() (nd2py.search.mcts.mcts.MCTS method) fit() (nd2py.BFGSFit method) (nd2py.core.BFGSFit method) (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) fix_nettype() (nd2py.core.FixNetType method) (nd2py.core.symbol_api.SymbolAPIMixin method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) FixNetType (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.fix_nettype) FlashANSRNDFormer (class in nd2py.search.ndformer.ndformer_model_flash_ansr) FoldConstant (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.fold_constant) forward() (nd2py.search.ndformer.ndformer_model.NDFormerModel method) (nd2py.search.ndformer.ndformer_model_flash_ansr.SetTransformerEncoder method) (nd2py.utils.nn.gnn.GNN method) (nd2py.utils.nn.gnn.GNNLayer method) (nd2py.utils.nn.positional_encoding.PositionalEncoding 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) (in module nd2py.core) (in module nd2py.core.converter.from_postorder) from_preorder() (in module nd2py) (in module nd2py.core) (in module nd2py.core.converter.from_preorder) FromPostorder (class in nd2py.core.converter.from_postorder) FromPreorder (class in nd2py.core.converter.from_preorder) fwd() (nd2py.utils.nn.gnn.GNN method) G GeminiAPI (class in nd2py.search.llmsr.api.gemini_api) generate_BA_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) generate_children() (nd2py.search.llmsr.llmsr.LLMSR method) generate_complete_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) generate_data() (nd2py.generator.data.gmm_generator.GMMGenerator method) (nd2py.generator.data.subeq_generator.SubeqGenerator method) generate_eqtree() (nd2py.generator.eq.snip_generator.SNIPGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator3 method) generate_ER_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) generate_float() (nd2py.generator.eq.snip_generator.SNIPGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator3 method) generate_GMM_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) (nd2py.search.ndformer.NDFormerDataGenerator method) generate_leaf() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.NDFormerEqtreeGenerator method) generate_next_pos() (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) generate_node() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.search.ndformer.ndformer_generator.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.NDFormerEqtreeGenerator method) generate_normal_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) (nd2py.search.ndformer.NDFormerDataGenerator method) generate_ops() (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) generate_prompt() (nd2py.search.llmsr.llmsr.LLMSR method) generate_uniform_data() (nd2py.search.ndformer.ndformer_generator.NDFormerDataGenerator method) (nd2py.search.ndformer.NDFormerDataGenerator method) generate_WS_graph() (nd2py.search.ndformer.ndformer_generator.NDFormerGraphGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) generic_visit() (nd2py.core.base_visitor.Visitor method) (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.basic.get_length.GetLength method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FixNetType method) (nd2py.core.FoldConstant method) (nd2py.core.nettype.inter_nettype.InferNettype method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.SplitByMul method) (nd2py.core.StringPrinter 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) (nd2py.core.TreePrinter method) (nd2py.FixNetType method) (nd2py.FoldConstant method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.SplitByMul method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) get_array_hash() (nd2py.core.transform.reduce.Reduce static method) get_copy_value() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.copy_value) get_fig() (in module nd2py.utils) (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.Number method) (nd2py.core.symbols.number.Number method) (nd2py.core.symbols.variable.Variable method) (nd2py.core.Variable method) (nd2py.Number method) (nd2py.Variable method) get_numbers() (nd2py.core.Symbol method) (nd2py.core.symbols.symbol.Symbol method) (nd2py.Symbol method) get_parameters() (nd2py.core.Symbol method) (nd2py.core.symbols.symbol.Symbol method) (nd2py.Symbol method) get_path() (nd2py.core.tree.tree_mixin.TreeMixin method) get_random_subtree() (nd2py.search.gp.gp.GP method) get_sampler() (nd2py.search.ndformer.ndformer_dataset.NDFormerDataset method) get_start_length() (nd2py.core.transform.reduce.Reduce static method) GetCopy (class in nd2py.core.basic.get_copy) GetLength (class in nd2py.core.basic.get_length) GMM() (nd2py.generator.data.gmm_generator.GMMGenerator method) GMMGenerator (class in nd2py.generator.data.gmm_generator) GNN (class in nd2py.utils.nn.gnn) GNNLayer (class in nd2py.utils.nn.gnn) GP (class in nd2py.search.gp.gp) GPLearnGenerator (class in nd2py.generator.eq.gplearn_generator) H has_variable() (nd2py.core.transform.reduce.Reduce static method) hoist_mutation() (nd2py.search.gp.gp.GP method) I Identity (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) Individual (class in nd2py.search.gp.gp) infer_nettype() (nd2py.core.nettype.nettype_mixin.NetTypeMixin method) InferNettype (class in nd2py.core.nettype.inter_nettype) InfiniteSampler (class in nd2py.search.ndformer.ndformer_dataset) init_islands() (nd2py.search.llmsr.llmsr.LLMSR method) init_logger() (in module nd2py.utils) (in module nd2py.utils.logger) init_population() (nd2py.search.gp.gp.GP method) Inv (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) inv (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) inverse() (nd2py.utils.EqualizeNormalize method) (nd2py.utils.plot.EqualizeNormalize method) is_yielded_node() (nd2py.core.tree.iter_preorder.IterPreorder method) iter_postorder() (nd2py.core.tree.tree_mixin.TreeMixin method) iter_preorder() (nd2py.core.tree.tree_mixin.TreeMixin method) iter_valid_action() (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.api.llm_api) LLMResult (class in nd2py.search.llmsr.api.llm_result) LLMSR (class in nd2py.search.llmsr.llmsr) load() (nd2py.search.llmsr.api.llm_api.LLMAPI class method) (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer class method) (nd2py.search.ndformer.NDFormerTokenizer class method) load_font() (in module nd2py.utils) (in module nd2py.utils.plot) load_ndformer() (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) 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) (class in nd2py.core) (class in nd2py.core.symbols.operands) log (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) log_exception() (in module nd2py.utils) (in module nd2py.utils.log_exception) LogAbs (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) logabs (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) M MAE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) ManualAPI (class in nd2py.search.llmsr.api.manual_api) map_nettype() (nd2py.Aggr class method) (nd2py.core.Aggr class method) (nd2py.core.Empty method) (nd2py.core.nettype.nettype_mixin.NetTypeMixin class method) (nd2py.core.Number method) (nd2py.core.Readout class method) (nd2py.core.Sour class method) (nd2py.core.Symbol 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) (nd2py.core.Variable method) (nd2py.Empty method) (nd2py.Number method) (nd2py.Readout class method) (nd2py.Sour class method) (nd2py.Symbol class method) (nd2py.Variable method) MAPE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) match() (nd2py.core.tree.tree_mixin.TreeMixin method) Max (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) max (in module nd2py) (in module nd2py.core) (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) (in module nd2py.core) (in module nd2py.core.symbols.functions) MCTS (class in nd2py.search.mcts.mcts) MCTSForest (class in nd2py.search.mcts.mcts_forest) merge_axes() (in module nd2py.utils) (in module nd2py.utils.plot) merge_bias() (nd2py.core.SplitByAdd method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.SplitByAdd method) merge_coefficients() (nd2py.core.SplitByMul method) (nd2py.core.transform.split_by_mul.SplitByMul method) (nd2py.SplitByMul method) messages (nd2py.search.llmsr.api.llm_result.LLMResult property) MetaAIGenerator (class in nd2py.generator.eq.metaai_generator) Min (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) min (in module nd2py) (in module nd2py.core) (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) (in module nd2py.core) (in module nd2py.core.symbols.functions) model (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) MODEL_DICT (nd2py.utils.factory.FactoryMixin attribute) model_name (nd2py.search.ndformer.ndformer_model_flash_ansr.FlashANSRNDFormer attribute) module nd2py nd2py.core nd2py.core.base_visitor nd2py.core.basic nd2py.core.basic.get_copy nd2py.core.basic.get_length nd2py.core.calc nd2py.core.calc.numpy_calc nd2py.core.calc.torch_calc nd2py.core.context nd2py.core.context.copy_value nd2py.core.context.nettype_inference nd2py.core.context.set_fitable nd2py.core.context.warn_once nd2py.core.converter 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 nd2py.core.nettype.inter_nettype nd2py.core.nettype.nettype_mixin nd2py.core.symbol_api nd2py.core.symbols nd2py.core.symbols.empty nd2py.core.symbols.functions nd2py.core.symbols.number nd2py.core.symbols.operands nd2py.core.symbols.symbol nd2py.core.symbols.variable nd2py.core.transform nd2py.core.transform.bfgs_fit nd2py.core.transform.fix_nettype nd2py.core.transform.fold_constant nd2py.core.transform.reduce nd2py.core.transform.simplify nd2py.core.transform.split_by_add nd2py.core.transform.split_by_mul nd2py.core.tree nd2py.core.tree.iter_postorder nd2py.core.tree.iter_preorder nd2py.core.tree.match nd2py.core.tree.tree_mixin nd2py.dataset nd2py.dataset.tokenizer nd2py.generator nd2py.generator.data nd2py.generator.data.gmm_generator nd2py.generator.data.subeq_generator nd2py.generator.eq nd2py.generator.eq.enumerator nd2py.generator.eq.gplearn_generator nd2py.generator.eq.metaai_generator nd2py.generator.eq.snip_generator nd2py.search nd2py.search.e2esr nd2py.search.e2esr.e2esr_config nd2py.search.e2esr.e2esr_dataset nd2py.search.e2esr.e2esr_generator nd2py.search.e2esr.e2esr_model nd2py.search.e2esr.e2esr_tokenizer nd2py.search.e2esr.e2esr_train nd2py.search.gp nd2py.search.gp.gp nd2py.search.llmsr nd2py.search.llmsr.api nd2py.search.llmsr.api.deepseek_api nd2py.search.llmsr.api.gemini_api nd2py.search.llmsr.api.llm_api nd2py.search.llmsr.api.llm_result nd2py.search.llmsr.api.manual_api nd2py.search.llmsr.api.openai_api nd2py.search.llmsr.api.openrouter_api nd2py.search.llmsr.api.siliconflow_api nd2py.search.llmsr.llmsr nd2py.search.mcts nd2py.search.mcts.mcts nd2py.search.mcts.mcts_forest nd2py.search.mcts.utils nd2py.search.ndformer nd2py.search.ndformer.ndformer_config nd2py.search.ndformer.ndformer_dataset nd2py.search.ndformer.ndformer_generator nd2py.search.ndformer.ndformer_mcts nd2py.search.ndformer.ndformer_model nd2py.search.ndformer.ndformer_model_flash_ansr nd2py.search.ndformer.ndformer_tokenizer nd2py.utils nd2py.utils.attr_dict nd2py.utils.auto_gpu nd2py.utils.classproperty nd2py.utils.factory nd2py.utils.fix_parser nd2py.utils.lazy_loader nd2py.utils.log_exception nd2py.utils.logger nd2py.utils.metrics nd2py.utils.nn nd2py.utils.nn.gnn nd2py.utils.nn.positional_encoding nd2py.utils.plot nd2py.utils.render_markdown nd2py.utils.render_python nd2py.utils.tag2ansi nd2py.utils.timing nd2py.utils.utils Mul (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) mul (in module nd2py) (in module nd2py.core) (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.Abs attribute) (nd2py.Add attribute) (nd2py.Aggr attribute) (nd2py.Arccos attribute) (nd2py.Arcsin attribute) (nd2py.Arctan attribute) (nd2py.core.Abs attribute) (nd2py.core.Add attribute) (nd2py.core.Aggr attribute) (nd2py.core.Arccos attribute) (nd2py.core.Arcsin attribute) (nd2py.core.Arctan attribute) (nd2py.core.Cos attribute) (nd2py.core.Cosh attribute) (nd2py.core.Cot attribute) (nd2py.core.Coth attribute) (nd2py.core.Csc attribute) (nd2py.core.Csch attribute) (nd2py.core.Div attribute) (nd2py.core.Empty attribute) (nd2py.core.Exp attribute) (nd2py.core.Identity attribute) (nd2py.core.Inv attribute) (nd2py.core.Log attribute) (nd2py.core.LogAbs attribute) (nd2py.core.Max attribute) (nd2py.core.Min attribute) (nd2py.core.Mul attribute) (nd2py.core.Neg attribute) (nd2py.core.Number attribute) (nd2py.core.Pow attribute) (nd2py.core.Pow2 attribute) (nd2py.core.Pow3 attribute) (nd2py.core.Readout attribute) (nd2py.core.Regular attribute) (nd2py.core.Sec attribute) (nd2py.core.Sech attribute) (nd2py.core.Sigmoid attribute) (nd2py.core.Sin attribute) (nd2py.core.Sinh attribute) (nd2py.core.Sour attribute) (nd2py.core.Sqrt attribute) (nd2py.core.SqrtAbs attribute) (nd2py.core.Sub attribute) (nd2py.core.Symbol attribute) (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.symbol.Symbol attribute) (nd2py.core.symbols.variable.Variable attribute) (nd2py.core.Tan attribute) (nd2py.core.Tanh attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) (nd2py.core.Variable attribute) (nd2py.Cos attribute) (nd2py.Cosh attribute) (nd2py.Cot attribute) (nd2py.Coth attribute) (nd2py.Csc attribute) (nd2py.Csch attribute) (nd2py.Div attribute) (nd2py.Empty attribute) (nd2py.Exp attribute) (nd2py.Identity attribute) (nd2py.Inv attribute) (nd2py.Log attribute) (nd2py.LogAbs attribute) (nd2py.Max attribute) (nd2py.Min attribute) (nd2py.Mul attribute) (nd2py.Neg attribute) (nd2py.Number attribute) (nd2py.Pow attribute) (nd2py.Pow2 attribute) (nd2py.Pow3 attribute) (nd2py.Readout attribute) (nd2py.Regular attribute) (nd2py.Sec attribute) (nd2py.Sech attribute) (nd2py.Sigmoid attribute) (nd2py.Sin attribute) (nd2py.Sinh attribute) (nd2py.Sour attribute) (nd2py.Sqrt attribute) (nd2py.SqrtAbs attribute) (nd2py.Sub attribute) (nd2py.Symbol attribute) (nd2py.Tan attribute) (nd2py.Tanh attribute) (nd2py.Variable 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 module nd2py.core module nd2py.core.base_visitor module nd2py.core.basic module nd2py.core.basic.get_copy module nd2py.core.basic.get_length module nd2py.core.calc module nd2py.core.calc.numpy_calc module nd2py.core.calc.torch_calc module nd2py.core.context 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 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 module nd2py.core.nettype.inter_nettype module nd2py.core.nettype.nettype_mixin module nd2py.core.symbol_api module nd2py.core.symbols module nd2py.core.symbols.empty module nd2py.core.symbols.functions module nd2py.core.symbols.number module nd2py.core.symbols.operands module nd2py.core.symbols.symbol module nd2py.core.symbols.variable module nd2py.core.transform module nd2py.core.transform.bfgs_fit module nd2py.core.transform.fix_nettype module nd2py.core.transform.fold_constant module nd2py.core.transform.reduce module nd2py.core.transform.simplify module nd2py.core.transform.split_by_add module nd2py.core.transform.split_by_mul module nd2py.core.tree module nd2py.core.tree.iter_postorder module nd2py.core.tree.iter_preorder module nd2py.core.tree.match module nd2py.core.tree.tree_mixin module nd2py.dataset module nd2py.dataset.tokenizer module nd2py.generator module nd2py.generator.data module nd2py.generator.data.gmm_generator module nd2py.generator.data.subeq_generator module nd2py.generator.eq module nd2py.generator.eq.enumerator module nd2py.generator.eq.gplearn_generator module nd2py.generator.eq.metaai_generator module nd2py.generator.eq.snip_generator module nd2py.search module nd2py.search.e2esr module nd2py.search.e2esr.e2esr_config module nd2py.search.e2esr.e2esr_dataset module nd2py.search.e2esr.e2esr_generator module nd2py.search.e2esr.e2esr_model module nd2py.search.e2esr.e2esr_tokenizer module nd2py.search.e2esr.e2esr_train module nd2py.search.gp module nd2py.search.gp.gp module nd2py.search.llmsr module nd2py.search.llmsr.api module nd2py.search.llmsr.api.deepseek_api module nd2py.search.llmsr.api.gemini_api module nd2py.search.llmsr.api.llm_api module nd2py.search.llmsr.api.llm_result module nd2py.search.llmsr.api.manual_api module nd2py.search.llmsr.api.openai_api module nd2py.search.llmsr.api.openrouter_api module nd2py.search.llmsr.api.siliconflow_api module nd2py.search.llmsr.llmsr module nd2py.search.mcts module nd2py.search.mcts.mcts module nd2py.search.mcts.mcts_forest module nd2py.search.mcts.utils 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_mcts module nd2py.search.ndformer.ndformer_model module nd2py.search.ndformer.ndformer_model_flash_ansr 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.factory module nd2py.utils.fix_parser module nd2py.utils.lazy_loader module nd2py.utils.log_exception module nd2py.utils.logger module nd2py.utils.metrics module nd2py.utils.nn module nd2py.utils.nn.gnn module nd2py.utils.nn.positional_encoding module nd2py.utils.plot module nd2py.utils.render_markdown module nd2py.utils.render_python module nd2py.utils.tag2ansi module nd2py.utils.timing module nd2py.utils.utils module NDFormerDataGenerator (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_generator) NDFormerDataset (class in nd2py.search.ndformer.ndformer_dataset) NDFormerEqtreeGenerator (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_generator) NDFormerGraphGenerator (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_generator) NDFormerMCTS (class in nd2py.search.ndformer.ndformer_mcts) NDFormerModel (class in nd2py.search.ndformer.ndformer_model) NDFormerModelConfig (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_config) NDFormerNode (class in nd2py.search.ndformer.ndformer_mcts) NDFormerTokenizer (class in nd2py.search.ndformer) (class in nd2py.search.ndformer.ndformer_tokenizer) Neg (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) neg (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) nettype (nd2py.core.nettype.nettype_mixin.NetTypeMixin property) nettype_inference() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.nettype_inference) nettype_range (nd2py.core.nettype.nettype_mixin.NetTypeMixin attribute) (nd2py.core.Number property) (nd2py.core.symbols.number.Number property) (nd2py.core.symbols.variable.Variable property) (nd2py.core.Variable property) (nd2py.Number property) (nd2py.Variable property) NetTypeMixin (class in nd2py.core.nettype.nettype_mixin) no_copy_value() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.copy_value) no_nettype_inference() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.nettype_inference) no_set_fitable() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.set_fitable) no_warn() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.warn_once) Node (class in nd2py.search.mcts.mcts) node_to_edge() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) node_to_scalar() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) NodeForest (class in nd2py.search.mcts.mcts_forest) Number (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.number) NumberTokenizer (class in nd2py.search.ndformer.ndformer_tokenizer) NumpyCalc (class in nd2py) (class in nd2py.core) (class in nd2py.core.calc) (class in nd2py.core.calc.numpy_calc) O OpenAIAPI (class in nd2py.search.llmsr.api.openai_api) OpenRouterAPI (class in nd2py.search.llmsr.api.openrouter_api) 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) (in module nd2py.core) (in module nd2py.core.converter.parser) parse_chat_completions_usage() (nd2py.search.llmsr.api.openai_api.OpenAIAPI method) parse_usage() (nd2py.search.llmsr.api.openai_api.OpenAIAPI method) path_to() (nd2py.core.tree.tree_mixin.TreeMixin method) phi_s (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) phi_t (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) pick_valid_action() (nd2py.search.mcts.mcts.MCTS method) plot_resilience() (in module nd2py.utils) (in module nd2py.utils.plot) plotOD() (in module nd2py.utils) (in module nd2py.utils.plot) point_mutation() (nd2py.search.gp.gp.GP method) PositionalEncoding (class in nd2py.utils.nn.positional_encoding) possible_nettypes (nd2py.core.nettype.nettype_mixin.NetTypeMixin property) Pow (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) pow (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Pow2 (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) pow2 (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Pow3 (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) pow3 (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) predict() (nd2py.BFGSFit method) (nd2py.core.BFGSFit method) (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.search.gp.gp.GP method) (nd2py.search.mcts.mcts.MCTS method) prepare_rule_dict() (nd2py.core.transform.reduce.Reduce method) prepare_rule_dict_parallel() (nd2py.core.transform.reduce.Reduce method) preprocess() (in module nd2py.search.mcts.utils) process_tau() (nd2py.core.transform.reduce.Reduce static method) process_tau_batch() (nd2py.core.transform.reduce.Reduce static method) prod() (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Q query_free_memory() (nd2py.utils.auto_gpu.AutoGPU method) qwen3_8b() (nd2py.search.llmsr.api.siliconflow_api.SiliconFlowAPI method) R R2_score() (in module nd2py.utils) (in module nd2py.utils.metrics) Readout (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) readout (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Reduce (class in nd2py.core.transform.reduce) ReduceRule (class in nd2py.core.transform.reduce) reg (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) register_model() (nd2py.utils.factory.FactoryMixin class method) Regular (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) regular (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) remove_nested_unary() (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.Simplify method) rename_variable() (in module nd2py.search.mcts.utils) 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.tree.tree_mixin.TreeMixin method) response (nd2py.search.llmsr.api.llm_result.LLMResult property) responses (nd2py.search.llmsr.api.llm_result.LLMResult property) Rgga (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) rgga (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) rho (in module nd2py) (in module nd2py.core) (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.LLMSR method) S sample() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.generator.eq.metaai_generator.MetaAIGenerator 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.NDFormerDataGenerator method) (nd2py.search.ndformer.NDFormerEqtreeGenerator method) (nd2py.search.ndformer.NDFormerGraphGenerator method) sample_Xy() (in module nd2py.search.mcts.utils) save() (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer method) (nd2py.search.ndformer.NDFormerTokenizer method) scalar_to_edge() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) scalar_to_node() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) Sec (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sec (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Sech (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sech (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) seed_all() (in module nd2py.utils) (in module nd2py.utils.utils) select() (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) set_copy_value() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.copy_value) set_fit_request() (nd2py.search.llmsr.llmsr.LLMSR method) set_fitable() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.set_fitable) set_fitness() (nd2py.search.gp.gp.GP method) set_nettype_inference() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.nettype_inference) set_parameters() (nd2py.core.Symbol method) (nd2py.core.symbols.symbol.Symbol method) (nd2py.Symbol method) set_policy_prior() (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) set_reward() (nd2py.search.mcts.mcts.MCTS method) set_score() (nd2py.search.llmsr.llmsr.LLMSR method) set_score_request() (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.llmsr.LLMSR method) (nd2py.search.mcts.mcts.MCTS method) (nd2py.search.mcts.mcts_forest.MCTSForest method) (nd2py.search.ndformer.ndformer_mcts.NDFormerMCTS method) SetTransformerEncoder (class in nd2py.search.ndformer.ndformer_model_flash_ansr) setup_lazy_imports() (in module nd2py) (in module nd2py.core) (in module nd2py.core.calc) (in module nd2py.search) (in module nd2py.search.ndformer) (in module nd2py.utils) (in module nd2py.utils.lazy_loader) (in module nd2py.utils.nn) Sigmoid (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sigmoid (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) SiliconFlowAPI (class in nd2py.search.llmsr.api.siliconflow_api) Simplify (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.simplify) simplify() (in module nd2py.search.mcts.mcts) (nd2py.core.symbol_api.SymbolAPIMixin method) simulate() (nd2py.search.mcts.mcts.MCTS method) Sin (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sin (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Sinh (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sinh (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) sMAPE_score() (in module nd2py.utils) (in module nd2py.utils.metrics) SNIPGenerator (class in nd2py.generator.eq.snip_generator) SNIPGenerator2 (class in nd2py.generator.eq.snip_generator) SNIPGenerator3 (class in nd2py.generator.eq.snip_generator) 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) (class in nd2py.core) (class in nd2py.core.symbols.operands) sour (in module nd2py) (in module nd2py.core) (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.symbol_api.SymbolAPIMixin method) split_by_mul() (nd2py.core.symbol_api.SymbolAPIMixin method) SplitByAdd (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.split_by_add) SplitByMul (class in nd2py) (class in nd2py.core) (class in nd2py.core.transform.split_by_mul) Sqrt (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sqrt (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) SqrtAbs (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sqrtabs (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) StringPrinter (class in nd2py) (class in nd2py.core) (class in nd2py.core.converter.string_printer) Sub (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) sub (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) SubeqGenerator (class in nd2py.generator.data.subeq_generator) subtree_mutation() (nd2py.search.gp.gp.GP method) sum() (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) supported_models (nd2py.search.llmsr.api.deepseek_api.DeepSeekAPI attribute) (nd2py.search.llmsr.api.gemini_api.GeminiAPI attribute) (nd2py.search.llmsr.api.llm_api.LLMAPI attribute) (nd2py.search.llmsr.api.manual_api.ManualAPI attribute) (nd2py.search.llmsr.api.openai_api.OpenAIAPI attribute) (nd2py.search.llmsr.api.openrouter_api.OpenRouterAPI attribute) (nd2py.search.llmsr.api.siliconflow_api.SiliconFlowAPI attribute) Symbol (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.symbol) SymbolAPIMixin (class in nd2py.core.symbol_api) T tag2ansi() (in module nd2py.utils) (in module nd2py.utils.tag2ansi) Tan (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) tan (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Tanh (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) tanh (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) Targ (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.operands) targ (in module nd2py) (in module nd2py.core) (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) to_str() (nd2py.core.symbol_api.SymbolAPIMixin 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.symbol_api.SymbolAPIMixin method) TorchCalc (class in nd2py.core.calc.torch_calc) tournament() (nd2py.search.gp.gp.GP method) (nd2py.search.llmsr.llmsr.LLMSR method) TreeMixin (class in nd2py.core.tree.tree_mixin) TreePrinter (class in nd2py) (class in nd2py.core) (class in nd2py.core.converter.tree_printer) U UCT() (nd2py.search.mcts.mcts.Node method) (nd2py.search.ndformer.ndformer_mcts.NDFormerNode 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) usage (nd2py.search.llmsr.api.llm_result.LLMResult property) use_aux_input (nd2py.search.ndformer.ndformer_config.NDFormerModelConfig attribute) (nd2py.search.ndformer.NDFormerModelConfig attribute) use_chinese_font() (in module nd2py.utils) (in module nd2py.utils.plot) V Variable (class in nd2py) (class in nd2py.core) (class in nd2py.core.symbols.variable) variables() (in module nd2py) (in module nd2py.core) (in module nd2py.core.symbols.functions) visit_Abs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Add() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.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.TreePrinter method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) visit_Aggr() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Arccos() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Arcsin() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Arctan() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_BinaryOp() (nd2py.core.FixNetType method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) visit_Cos() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Cosh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Cot() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Coth() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Csc() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Csch() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Div() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.SplitByMul method) (nd2py.core.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) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.SplitByMul method) (nd2py.StringPrinter method) visit_Empty() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FoldConstant method) (nd2py.core.NumpyCalc method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.TreePrinter method) (nd2py.FoldConstant method) (nd2py.NumpyCalc method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) visit_Exp() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Identity() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Inv() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.StringPrinter method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.StringPrinter method) visit_Log() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_LogAbs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Max() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) visit_Min() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) visit_Mul() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.SplitByMul method) (nd2py.core.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) (nd2py.core.TreePrinter method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.SplitByMul method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) visit_Neg() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Number() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FixNetType method) (nd2py.core.FoldConstant method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.TreePrinter method) (nd2py.FixNetType method) (nd2py.FoldConstant method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) visit_Pow() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.StringPrinter method) visit_Pow2() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.NumpyCalc method) (nd2py.core.StringPrinter method) (nd2py.NumpyCalc method) (nd2py.StringPrinter method) visit_Pow3() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.NumpyCalc method) (nd2py.core.StringPrinter method) (nd2py.NumpyCalc method) (nd2py.StringPrinter method) visit_Readout() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) visit_Regular() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Rgga() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Sec() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Sech() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Sigmoid() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Sin() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Sinh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Sour() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Sqrt() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_SqrtAbs() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Sub() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Tan() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.NumpyCalc method) visit_Tanh() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.transform.simplify.Simplify method) (nd2py.NumpyCalc method) (nd2py.Simplify method) visit_Targ() (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.calc.NumpyCalc method) (nd2py.core.calc.torch_calc.TorchCalc method) (nd2py.core.converter.string_printer.StringPrinter method) (nd2py.core.FixNetType method) (nd2py.core.NumpyCalc method) (nd2py.core.SplitByAdd method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.split_by_add.SplitByAdd method) (nd2py.FixNetType method) (nd2py.NumpyCalc method) (nd2py.SplitByAdd method) (nd2py.StringPrinter method) visit_Variable() (nd2py.core.basic.get_copy.GetCopy method) (nd2py.core.calc.numpy_calc.NumpyCalc method) (nd2py.core.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.FixNetType method) (nd2py.core.FoldConstant method) (nd2py.core.NumpyCalc method) (nd2py.core.Simplify method) (nd2py.core.StringPrinter method) (nd2py.core.transform.fix_nettype.FixNetType method) (nd2py.core.transform.fold_constant.FoldConstant method) (nd2py.core.transform.simplify.Simplify method) (nd2py.core.TreePrinter method) (nd2py.FixNetType method) (nd2py.FoldConstant method) (nd2py.NumpyCalc method) (nd2py.Simplify method) (nd2py.StringPrinter method) (nd2py.TreePrinter method) Visitor (class in nd2py.core.base_visitor) vocab_size (nd2py.search.ndformer.ndformer_tokenizer.NDFormerTokenizer property) (nd2py.search.ndformer.NDFormerTokenizer property) W warn_once() (in module nd2py) (in module nd2py.core) (in module nd2py.core.context.warn_once) Y yield_nothing() (in module nd2py.core.base_visitor)