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.core.nettype.nettype_mixin.NetTypeMixin 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.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.search.gp.gp.GP method) (nd2py.search.gp.gp.Individual method) (nd2py.utils.attr_dict.AttrDict method) (nd2py.utils.auto_gpu.AutoGPU method) (nd2py.utils.classproperty.classproperty method) (nd2py.utils.nn.gnn.GNN method) (nd2py.utils.nn.gnn.GNNLayer method) (nd2py.utils.nn.positional_encoding.PositionalEncoding method) (nd2py.utils.plot.EqualizeNormalize 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) Add (class in nd2py.core.symbols.operands) add (in module nd2py.core.symbols.functions) add() (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) add_minus_flags() (in module nd2py.utils.fix_parser) add_negation_flags() (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.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.attr_dict) AutoGPU (class in nd2py.utils.auto_gpu) B BFGSFit (class in nd2py.core.transform.bfgs_fit) C choice_gpu() (nd2py.utils.auto_gpu.AutoGPU method) classproperty (class in nd2py.utils.classproperty) clear() (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) (nd2py.utils.timing.Timer method) clear_svg() (in module nd2py.utils.plot) collect_numbers() (in module nd2py.core.transform.bfgs_fit) Constant() (in module nd2py.core.symbols.functions) copy() (nd2py.core.symbols.symbol.Symbol method) (nd2py.search.gp.gp.Individual 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.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) (nd2py.utils.timing.Timer property) count_str() (nd2py.utils.timing.Timer method) create() (nd2py.utils.factory.FactoryMixin class method) crossover() (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 dist() (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) Div (class in nd2py.core.symbols.operands) div (in module nd2py.core.symbols.functions) E edge_to_node() (nd2py.core.transform.fix_nettype.FixNetType method) edge_to_scalar() (nd2py.core.transform.fix_nettype.FixNetType method) Empty (class in nd2py.core.symbols.empty) Enumerator (class in nd2py.generator.eq.enumerator) EqualizeNormalize (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) Exp (class in nd2py.core.symbols.operands) exp (in module nd2py.core.symbols.functions) F FactoryMixin (class in nd2py.utils.factory) fit() (nd2py.core.transform.bfgs_fit.BFGSFit method) (nd2py.search.gp.gp.GP method) fix_nettype() (nd2py.core.symbol_api.SymbolAPIMixin 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.utils.nn.gnn.GNN method) (nd2py.utils.nn.gnn.GNNLayer method) (nd2py.utils.nn.positional_encoding.PositionalEncoding method) from_dict() (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) fwd() (nd2py.utils.nn.gnn.GNN method) G 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_float() (nd2py.generator.eq.snip_generator.SNIPGenerator method) (nd2py.generator.eq.snip_generator.SNIPGenerator3 method) generate_leaf() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) generate_next_pos() (nd2py.generator.eq.metaai_generator.MetaAIGenerator method) generate_node() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) generate_ops() (nd2py.generator.eq.metaai_generator.MetaAIGenerator 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.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_array_hash() (nd2py.core.transform.reduce.Reduce static method) get_copy_value() (in module nd2py.core.context.copy_value) get_fig() (in module nd2py.utils.plot) get_named_count() (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_pace() (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_speed() (nd2py.utils.timing.NamedTimer method) (nd2py.utils.timing.ParallelTimer method) get_named_time() (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.variable.Variable method) get_numbers() (nd2py.core.symbols.symbol.Symbol method) get_parameters() (nd2py.core.symbols.symbol.Symbol method) get_path() (nd2py.core.tree.tree_mixin.TreeMixin method) get_random_subtree() (nd2py.search.gp.gp.GP 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.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) init_logger() (in module nd2py.utils.logger) init_population() (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.tree.tree_mixin.TreeMixin method) iter_preorder() (nd2py.core.tree.tree_mixin.TreeMixin method) IterPostorder (class in nd2py.core.tree.iter_postorder) IterPreorder (class in nd2py.core.tree.iter_preorder) L load_font() (in module nd2py.utils.plot) load_yaml() (nd2py.utils.attr_dict.AttrDict class method) load_yaml_str() (nd2py.utils.attr_dict.AttrDict class method) Log (class in nd2py.core.symbols.operands) log (in module nd2py.core.symbols.functions) log_exception() (in module nd2py.utils.log_exception) LogAbs (class in nd2py.core.symbols.operands) logabs (in module nd2py.core.symbols.functions) M MAE_score() (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.metrics) match() (nd2py.core.tree.tree_mixin.TreeMixin method) Max (class in nd2py.core.symbols.operands) max (in module nd2py.core.symbols.functions) maximum() (in module nd2py.core.symbols.functions) 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) MetaAIGenerator (class in nd2py.generator.eq.metaai_generator) Min (class in nd2py.core.symbols.operands) min (in module nd2py.core.symbols.functions) minimum() (in module nd2py.core.symbols.functions) MODEL_DICT (nd2py.utils.factory.FactoryMixin attribute) module 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.gp nd2py.search.gp.gp nd2py.utils nd2py.utils.attr_dict nd2py.utils.auto_gpu nd2py.utils.classproperty nd2py.utils.factory nd2py.utils.fix_parser 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.core.symbols.operands) mul (in module nd2py.core.symbols.functions) N 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.symbol.Symbol attribute) (nd2py.core.symbols.variable.Variable attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) named_count (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_pace (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_speed (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) named_time (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) NamedTimer (class in nd2py.utils.timing) names (nd2py.utils.timing.NamedTimer property) (nd2py.utils.timing.ParallelTimer property) 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.gp module nd2py.search.gp.gp 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.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 Neg (class in nd2py.core.symbols.operands) neg (in module nd2py.core.symbols.functions) nettype (nd2py.core.nettype.nettype_mixin.NetTypeMixin 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_to_edge() (nd2py.core.transform.fix_nettype.FixNetType method) node_to_scalar() (nd2py.core.transform.fix_nettype.FixNetType method) Number (class in nd2py.core.symbols.number) NumpyCalc (class in nd2py.core.calc.numpy_calc) O operands (nd2py.core.nettype.nettype_mixin.NetTypeMixin attribute) (nd2py.core.tree.tree_mixin.TreeMixin attribute) P pace (nd2py.utils.timing.Timer property) pace_str() (nd2py.utils.timing.Timer method) ParallelTimer (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.tree.tree_mixin.TreeMixin method) phi_s (in module nd2py.core.symbols.functions) phi_t (in module nd2py.core.symbols.functions) plot_resilience() (in module nd2py.utils.plot) plotOD() (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.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.GP method) prepare_rule_dict() (nd2py.core.transform.reduce.Reduce method) prepare_rule_dict_parallel() (nd2py.core.transform.reduce.Reduce method) process_tau() (nd2py.core.transform.reduce.Reduce static method) process_tau_batch() (nd2py.core.transform.reduce.Reduce static 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.metrics) Readout (class in nd2py.core.symbols.operands) readout (in module nd2py.core.symbols.functions) Reduce (class in nd2py.core.transform.reduce) ReduceRule (class in nd2py.core.transform.reduce) reg (in module nd2py.core.symbols.functions) register_model() (nd2py.utils.factory.FactoryMixin class method) 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.utils.render_markdown) render_python() (in module nd2py.utils.render_python) replace() (nd2py.core.tree.tree_mixin.TreeMixin method) 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.metrics) root (nd2py.core.tree.tree_mixin.TreeMixin property) S sample() (nd2py.generator.eq.gplearn_generator.GPLearnGenerator method) (nd2py.generator.eq.metaai_generator.MetaAIGenerator 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.utils) set_copy_value() (in module nd2py.core.context.copy_value) set_fitable() (in module nd2py.core.context.set_fitable) set_fitness() (nd2py.search.gp.gp.GP method) set_nettype_inference() (in module nd2py.core.context.nettype_inference) set_parameters() (nd2py.core.symbols.symbol.Symbol method) Sigmoid (class in nd2py.core.symbols.operands) sigmoid (in module nd2py.core.symbols.functions) Simplify (class in nd2py.core.transform.simplify) simplify() (nd2py.core.symbol_api.SymbolAPIMixin 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.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.utils) Sour (class in nd2py.core.symbols.operands) sour (in module nd2py.core.symbols.functions) speed (nd2py.utils.timing.Timer property) speed_str() (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.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) SubeqGenerator (class in nd2py.generator.data.subeq_generator) subtree_mutation() (nd2py.search.gp.gp.GP method) sum() (in module nd2py.core.symbols.functions) Symbol (class in nd2py.core.symbols.symbol) SymbolAPIMixin (class in nd2py.core.symbol_api) T tag2ansi() (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.timing.NamedTimer property) (nd2py.utils.timing.Timer property) time_str() (nd2py.utils.timing.Timer method) Timer (class in nd2py.utils.timing) to_dict() (nd2py.utils.timing.Timer method) to_str() (nd2py.core.symbol_api.SymbolAPIMixin 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) TreeMixin (class in nd2py.core.tree.tree_mixin) TreePrinter (class in nd2py.core.converter.tree_printer) U 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) use_chinese_font() (in module nd2py.utils.plot) V 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_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) Visitor (class in nd2py.core.base_visitor) W warn_once() (in module nd2py.core.context.warn_once) Y yield_nothing() (in module nd2py.core.base_visitor)