Index

_

_assume() (built-in function) _call_back() (built-in function) _collect() (built-in function) _extract_stats() (built-in function) _force() (built-in function)

_observe() (built-in function) _predict() (built-in function) _predict_all() (built-in function) _sample() (built-in function) _sample_all() (built-in function)

A

abs() (built-in function) accumulate_dataset() (built-in function) action() (built-in function) action_func() (built-in function) add() (built-in function) addr2Source() (venture.ripl.ripl.Ripl method) address_of() (built-in function) all_p() (built-in function) and() (built-in function) any_p() (built-in function) AnyType (class in venture.lite.types) app() (in module venture.value.dicts) append() (built-in function) apply() (built-in function) apply_function() (built-in function) arange() (built-in function) args_match() (venture.lite.sp.SPType method) array (venture.lite.value.VentureArray attribute) (venture.lite.value.VentureArrayUnboxed attribute) array() (built-in function) Array() (in module venture.lite.types) array() (in module venture.value.dicts) array_unboxed() (in module venture.value.dicts) ArrayType (class in venture.lite.types) ArrayUnboxedType (class in venture.lite.types) as_legacy_dict() (in module venture.parser.ast) asPossiblyImproperList() (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) asPython() (venture.lite.sp.SPType method) (venture.lite.types.AnyType method) (venture.lite.types.ArrayType method) (venture.lite.types.ArrayUnboxedType method) (venture.lite.types.AtomType method) (venture.lite.types.BoolType method) (venture.lite.types.CountType method) (venture.lite.types.DictType method) (venture.lite.types.ExpressionType method) (venture.lite.types.ForeignBlobType method) (venture.lite.types.HomogeneousDictType method) (venture.lite.types.HomogeneousListType method) (venture.lite.types.HomogeneousMappingType method) (venture.lite.types.HomogeneousSequenceType method) (venture.lite.types.IntegerType method) (venture.lite.types.ListType method) (venture.lite.types.MatrixType method) (venture.lite.types.NilType method) (venture.lite.types.NonpositiveType method) (venture.lite.types.NumberType method) (venture.lite.types.NumericArrayType method) (venture.lite.types.PairType method) (venture.lite.types.PositiveType method) (venture.lite.types.ProbabilityType method) (venture.lite.types.RecursiveSimpleDataType method) (venture.lite.types.RequestType method) (venture.lite.types.SimplexType method) (venture.lite.types.StringType method) (venture.lite.types.SymbolType method) (venture.lite.types.SymmetricMatrixType method) (venture.lite.types.VentureType method) (venture.lite.types.ZeroType method) asPythonList() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method)

asPythonNoneable() (venture.lite.types.VentureType method) assert() (built-in function) assess() (built-in function) asStackDict() (venture.lite.sp.VentureSPRecord method) (venture.lite.value.SPRef method) (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureAtom method) (venture.lite.value.VentureBool method) (venture.lite.value.VentureDict method) (venture.lite.value.VentureForeignBlob method) (venture.lite.value.VentureInteger method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNil method) (venture.lite.value.VentureNumber method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureString method) (venture.lite.value.VentureSymbol method) (venture.lite.value.VentureSymmetricMatrix method) (venture.lite.value.VentureValue method) assume() (venture.ripl.ripl.Ripl method) asVentureValue() (venture.lite.sp.SPAux method) (venture.lite.sp.SPType method) (venture.lite.types.AnyType method) (venture.lite.types.ArrayType method) (venture.lite.types.ArrayUnboxedType method) (venture.lite.types.AtomType method) (venture.lite.types.BoolType method) (venture.lite.types.CountType method) (venture.lite.types.DictType method) (venture.lite.types.ExpressionType method) (venture.lite.types.ForeignBlobType method) (venture.lite.types.HomogeneousDictType method) (venture.lite.types.HomogeneousListType method) (venture.lite.types.HomogeneousMappingType method) (venture.lite.types.HomogeneousSequenceType method) (venture.lite.types.IntegerType method) (venture.lite.types.ListType method) (venture.lite.types.MatrixType method) (venture.lite.types.NilType method) (venture.lite.types.NonpositiveType method) (venture.lite.types.NumberType method) (venture.lite.types.NumericArrayType method) (venture.lite.types.PairType method) (venture.lite.types.PositiveType method) (venture.lite.types.ProbabilityType method) (venture.lite.types.RecursiveSimpleDataType method) (venture.lite.types.RequestType method) (venture.lite.types.SimplexType method) (venture.lite.types.StringType method) (venture.lite.types.SymbolType method) (venture.lite.types.SymmetricMatrixType method) (venture.lite.types.VentureType method) (venture.lite.types.ZeroType method) atan2() (built-in function) atom (venture.lite.value.VentureAtom attribute) atom() (built-in function) (in module venture.value.dicts) atom_index() (built-in function) AtomType (class in venture.lite.types) autorun() (built-in function)

B

Backend (class in venture.shortcuts) backend() (in module venture.shortcuts) (venture.ripl.ripl.Ripl method) basic_val_content() (in module venture.value.dicts) basic_val_of_type_content() (in module venture.value.dicts) basic_val_type() (in module venture.value.dicts) begin() (built-in function) bernoulli() (built-in function) beta() (built-in function) binaryNum() (in module venture.lite.sp_help) binaryNumInt() (in module venture.lite.sp_help) binaryNumS() (in module venture.lite.sp_help) binaryPred() (in module venture.lite.sp_help) bind() (built-in function) bind_() (built-in function) bind_callback() (venture.ripl.ripl.Ripl method) bind_foreign_inference_sp() (venture.ripl.ripl.Ripl method)

bind_foreign_sp() (venture.ripl.ripl.Ripl method) bind_methods_as_callbacks() (venture.ripl.ripl.Ripl method) binomial() (built-in function) biplex() (built-in function) blob() (in module venture.value.dicts) bogo_possibilize() (built-in function) boolean (venture.lite.value.VentureBool attribute) boolean() (in module venture.value.dicts) BoolType (class in venture.lite.types) bulk_observe() (venture.ripl.ripl.Ripl method) by_extent() (built-in function) by_intersection() (built-in function) by_star() (built-in function) by_tag() (built-in function) by_tag_value() (built-in function) by_top() (built-in function) by_union() (built-in function) by_walk() (built-in function)

C

call_back() (built-in function) canAbsorb() (venture.lite.psp.DeterministicPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.ESRRefOutputPSP method) (venture.lite.psp.LikelihoodFreePSP method) (venture.lite.psp.NullRequestPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.RandomPSP method) (venture.lite.psp.TypedPSP method) canEnumerate() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) categorical() (built-in function) checkInvariants() (built-in function) childrenCanAAA() (venture.lite.psp.DeterministicMakerAAAPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) clear() (venture.ripl.ripl.Ripl method) col() (built-in function) collapse_equal() (built-in function) collapse_equal_map() (built-in function) collect() (built-in function) compare() (venture.lite.value.VentureValue method) compareSameType() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureAtom method) (venture.lite.value.VentureBool method) (venture.lite.value.VentureInteger method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNil method) (venture.lite.value.VentureNumber method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureString method) (venture.lite.value.VentureSymbol method) (venture.lite.value.VentureValue method)

constructLatentDB() (venture.lite.sp.SP method) constructSPAux() (venture.lite.sp.SP method) contains() (built-in function) (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureDict method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method) containsFamily() (venture.lite.sp.SPFamilies method) continuous_inference_status() (venture.ripl.ripl.Ripl method) convert_backend() (venture.ripl.ripl.Ripl method) convert_model() (built-in function) copy() (venture.lite.sp.SPAux method) (venture.lite.sp.SPFamilies method) cos() (built-in function) CountType (class in venture.lite.types) curry() (built-in function) curry3() (built-in function)

D

datum (venture.lite.value.VentureForeignBlob attribute) debug() (built-in function) default_markov_chain() (built-in function) defaultInferProgram() (venture.ripl.ripl.Ripl method) define() (venture.ripl.ripl.Ripl method) deref() (built-in function) deregister_language() (venture.ripl.ripl.Ripl method) description() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) (venture.lite.sp.SP method) (venture.lite.sp_help.FunctionPSP method) description_rst_format() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) (venture.lite.sp.SP method) detach() (built-in function) detach_for_proposal() (built-in function) detachLatents() (venture.lite.sp.SP method) deterministic() (in module venture.lite.sp_help) deterministic_psp() (in module venture.lite.sp_help) deterministic_typed() (in module venture.lite.sp_help) deterministic_typed_psp() (in module venture.lite.sp_help) DeterministicMakerAAAPSP (class in venture.lite.psp) DeterministicPSP (class in venture.lite.psp) diag_matrix() (built-in function) dict (venture.lite.value.VentureDict attribute) dict() (built-in function) Dict() (in module venture.lite.types) dict() (in module venture.value.dicts) DictType (class in venture.lite.types) directive_id_for_label() (venture.ripl.ripl.Ripl method) dirichlet() (built-in function) disable_error_annotation() (venture.ripl.ripl.Ripl method) dispatching_psp() (in module venture.lite.sp_help) DispatchingPSP (class in venture.lite.psp) distribution() (venture.lite.sp.SPType method) (venture.lite.types.AnyType method) (venture.lite.types.ArrayType method) (venture.lite.types.ArrayUnboxedType method) (venture.lite.types.AtomType method) (venture.lite.types.BoolType method) (venture.lite.types.CountType method) (venture.lite.types.DictType method) (venture.lite.types.ExpressionType method) (venture.lite.types.ForeignBlobType method) (venture.lite.types.HomogeneousDictType method) (venture.lite.types.HomogeneousListType method) (venture.lite.types.HomogeneousMappingType method) (venture.lite.types.HomogeneousSequenceType method) (venture.lite.types.IntegerType method) (venture.lite.types.ListType method) (venture.lite.types.MatrixType method) (venture.lite.types.NilType method) (venture.lite.types.NonpositiveType method) (venture.lite.types.NumberType method) (venture.lite.types.NumericArrayType method) (venture.lite.types.PairType method) (venture.lite.types.PositiveType method) (venture.lite.types.ProbabilityType method) (venture.lite.types.RecursiveSimpleDataType method) (venture.lite.types.SimplexType method) (venture.lite.types.StringType method) (venture.lite.types.SymbolType method) (venture.lite.types.SymmetricMatrixType method) (venture.lite.types.VentureType method) (venture.lite.types.ZeroType method)

div() (built-in function) dot() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNumber method) (venture.lite.value.VenturePair method) draw_scaffold() (built-in function) draw_subproblem() (built-in function) (venture.ripl.ripl.Ripl method) dump_data() (built-in function) dump_py_data() (built-in function) duplicate_particle() (built-in function)

E

elt_type (venture.lite.value.VentureArrayUnboxed attribute) emap() (built-in function) empty() (built-in function) enable_error_annotation() (venture.ripl.ripl.Ripl method) endloop() (built-in function) enumerateValues() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) enumerative_diversify() (built-in function) env (venture.lite.psp.IArgs attribute) eq() (built-in function) equal() (venture.lite.value.VentureValue method) equalize_particle_log_weights() (built-in function) equalSameType() (venture.lite.value.VentureDict method) (venture.lite.value.VentureForeignBlob method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureValue method) esr() (built-in function) esr_output() (in module venture.lite.sp_help) esrNodes() (venture.lite.psp.IArgs method) ESRRefOutputPSP (class in venture.lite.psp) esrValues() (venture.lite.psp.IArgs method) eval() (built-in function) evaluate() (venture.ripl.ripl.Ripl method) exactly() (built-in function)

execute_instruction() (venture.ripl.ripl.Ripl method) execute_instructions() (venture.ripl.ripl.Ripl method) execute_parsed_program() (venture.ripl.ripl.Ripl method) execute_program() (venture.ripl.ripl.Ripl method) execute_program_from_file() (venture.ripl.ripl.Ripl method) exp() (built-in function) expm1() (built-in function) expon() (built-in function) expression_index_to_text_index() (venture.ripl.ripl.Ripl method) expressionFor() (venture.lite.value.VentureArray method) (venture.lite.value.VentureAtom method) (venture.lite.value.VentureBool method) (venture.lite.value.VentureDict method) (venture.lite.value.VentureInteger method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNil method) (venture.lite.value.VentureNumber method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureString method) (venture.lite.value.VentureSymbol method) (venture.lite.value.VentureSymmetricMatrix method) (venture.lite.value.VentureValue method) ExpressionType (class in venture.lite.types) extend_environment() (built-in function) extract_stats() (built-in function)

F

fill() (built-in function) first (venture.lite.value.VenturePair attribute) first() (built-in function) fix() (built-in function) flip() (built-in function) floor() (built-in function) for_each() (built-in function) for_each_indexed() (built-in function) for_each_particle() (built-in function) force() (venture.ripl.ripl.Ripl method) ForeignBlobType (class in venture.lite.types) forget() (built-in function) (venture.ripl.ripl.Ripl method) fork_model() (built-in function) forwardSimulate() (venture.lite.psp.TypedLKernel method) forwardWeight() (venture.lite.psp.TypedLKernel method) freeze() (built-in function) (venture.ripl.ripl.Ripl method) fromStackDict() (venture.lite.value.SPRef static method) (venture.lite.value.VentureArray static method) (venture.lite.value.VentureArrayUnboxed static method) (venture.lite.value.VentureAtom static method) (venture.lite.value.VentureBool static method) (venture.lite.value.VentureDict static method) (venture.lite.value.VentureForeignBlob static method) (venture.lite.value.VentureInteger static method) (venture.lite.value.VentureMatrix static method) (venture.lite.value.VentureNil static method) (venture.lite.value.VentureNumber static method) (venture.lite.value.VenturePair static method) (venture.lite.value.VentureSimplex static method) (venture.lite.value.VentureString static method) (venture.lite.value.VentureSymbol static method) (venture.lite.value.VentureSymmetricMatrix static method) (venture.lite.value.VentureValue static method)

fromVentureValue() (venture.lite.sp.SPAux static method) func_mh() (built-in function) func_pgibbs() (built-in function) func_pmap() (built-in function) FunctionPSP (class in venture.lite.sp_help)

G

gamma() (built-in function) get_current_environment() (built-in function) get_current_values() (built-in function) get_directive() (venture.ripl.ripl.Ripl method) get_empty_environment() (built-in function) get_global_logscore() (venture.ripl.ripl.Ripl method) get_mode() (venture.ripl.ripl.Ripl method) get_seed() (venture.ripl.ripl.Ripl method) get_text() (venture.ripl.ripl.Ripl method) getAAALKernel() (venture.lite.psp.DeterministicMakerAAAPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) getArray() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method) getAtom() (venture.lite.value.VentureAtom method) (venture.lite.value.VentureValue method) getBool() (venture.lite.value.VentureBool method) (venture.lite.value.VentureInteger method) (venture.lite.value.VentureNumber method) (venture.lite.value.VentureValue method) getDeltaKernel() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.TypedPSP method) getDict() (venture.lite.value.VentureDict method) (venture.lite.value.VentureValue method) getEnvironment() (venture.lite.value.VentureValue method) getFamily() (venture.lite.sp.SPFamilies method) getForeignBlob() (venture.lite.value.VentureForeignBlob method) (venture.lite.value.VentureValue method) getInteger() (venture.lite.value.VentureInteger method) (venture.lite.value.VentureNumber method) (venture.lite.value.VentureValue method) getMatrix() (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureValue method) getNumber() (venture.lite.value.VentureInteger method) (venture.lite.value.VentureNumber method) (venture.lite.value.VentureValue method) getPair() (venture.lite.value.VenturePair method) (venture.lite.value.VentureValue method) getSimplex() (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method) getSP() (venture.lite.value.VentureValue method) getString() (venture.lite.value.VentureString method) (venture.lite.value.VentureValue method) getSymbol() (venture.lite.value.VentureString method) (venture.lite.value.VentureSymbol method) (venture.lite.value.VentureValue method) getSymmetricMatrix() (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureValue method) getVariationalLKernel() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method)

gibbs() (built-in function) gibbs_update() (built-in function) gp_cov_bias() (built-in function) gp_cov_bump() (built-in function) gp_cov_const() (built-in function) gp_cov_delta() (built-in function) gp_cov_deltoid() (built-in function) gp_cov_linear() (built-in function) gp_cov_matern() (built-in function) gp_cov_matern_32() (built-in function) gp_cov_matern_52() (built-in function) gp_cov_periodic() (built-in function) gp_cov_product() (built-in function) gp_cov_rq() (built-in function) gp_cov_scale() (built-in function) gp_cov_se() (built-in function) gp_cov_sum() (built-in function) gp_mean_const() (built-in function) gradient_ascent() (built-in function) gradient_type() (venture.lite.sp.SPType method) (venture.lite.types.ArrayType method) (venture.lite.types.ArrayUnboxedType method) (venture.lite.types.AtomType method) (venture.lite.types.BoolType method) (venture.lite.types.CountType method) (venture.lite.types.DictType method) (venture.lite.types.ForeignBlobType method) (venture.lite.types.IntegerType method) (venture.lite.types.MatrixType method) (venture.lite.types.NonpositiveType method) (venture.lite.types.NumericArrayType method) (venture.lite.types.PositiveType method) (venture.lite.types.ProbabilityType method) (venture.lite.types.SimplexType method) (venture.lite.types.StringType method) (venture.lite.types.SymbolType method) (venture.lite.types.SymmetricMatrixType method) (venture.lite.types.VentureType method) gradientOfLogDensity() (venture.lite.psp.DeterministicPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.ESRRefOutputPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) (venture.lite.psp.TypedVariationalLKernel method) gradientOfLogDensityOfData() (venture.lite.psp.PSP method) gradientOfReverseWeight() (venture.lite.psp.TypedLKernel method) gradientOfSimulate() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.ESRRefOutputPSP method) (venture.lite.psp.NullRequestPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) (venture.lite.sp_help.FunctionPSP method) gt() (built-in function) gte() (built-in function)

H

hadamard() (built-in function) hasAEKernel() (venture.lite.sp.SP method) hasDeltaKernel() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) hasSimulationKernel() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) hasVariationalLKernel() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method)

hmc() (built-in function) HomogeneousArrayType (in module venture.lite.types) HomogeneousDictType (class in venture.lite.types) HomogeneousListType (class in venture.lite.types) HomogeneousMappingType (class in venture.lite.types) HomogeneousSequenceType (class in venture.lite.types) humanReadable() (venture.ripl.ripl.Ripl method) hypot() (built-in function)

I

IArgs (class in venture.lite.psp) id_matrix() (built-in function) imapM() (built-in function) imapv() (built-in function) improper_list() (in module venture.value.dicts) in_model() (built-in function) incorporate() (built-in function) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) increment_particle_log_weights() (built-in function) infer() (venture.ripl.ripl.Ripl method) inference_action() (built-in function) int_div() (built-in function) int_mod() (built-in function) integer() (built-in function) (in module venture.value.dicts) IntegerType (class in venture.lite.types) into() (built-in function) inv_gamma() (built-in function) inv_wishart() (built-in function) is_array() (built-in function) is_atom() (built-in function) is_basic_val() (in module venture.value.dicts) is_basic_val_of_type() (in module venture.value.dicts) is_boolean() (built-in function)

is_dict() (built-in function) is_empty() (built-in function) is_environment() (built-in function) is_inference_action() (built-in function) is_integer() (built-in function) is_make_ref() (built-in function) is_matrix() (built-in function) is_number() (built-in function) is_pair() (built-in function) is_probability() (built-in function) is_procedure() (built-in function) is_simplex() (built-in function) is_symbol() (built-in function) is_val() (in module venture.value.dicts) is_vector() (built-in function) isloc() (in module venture.parser.ast) isRandom() (venture.lite.psp.DeterministicPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.RandomPSP method) (venture.lite.psp.TypedPSP method) isValidCompoundForm() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureValue method) iterate() (built-in function)

J

join_datasets() (built-in function)

K

keys() (built-in function)

L

languages (venture.ripl.ripl.Ripl attribute) laplace() (built-in function) length() (venture.lite.value.VentureValue method) lexicographicBoxedCompare() (in module venture.lite.value) lexicographicMatrixCompare() (in module venture.lite.value) lexicographicUnboxedCompare() (in module venture.lite.value) likelihood_weight() (built-in function) LikelihoodFreePSP (class in venture.lite.psp) linspace() (built-in function) list() (built-in function) List() (in module venture.lite.types) list() (in module venture.value.dicts) list_available_modes() (venture.ripl.ripl.Ripl method) list_directives() (venture.ripl.ripl.Ripl method) ListType (class in venture.lite.types) Lite (class in venture.shortcuts) load() (venture.ripl.ripl.Ripl method) load_data() (built-in function) load_io() (venture.ripl.ripl.Ripl method) load_library() (in module venture.ripl.ripl) load_model() (built-in function) load_model_string() (built-in function) load_plugin() (built-in function) (venture.ripl.ripl.Ripl method) load_prelude() (venture.ripl.ripl.Ripl method) load_py_data() (built-in function) loads() (venture.ripl.ripl.Ripl method) loc (venture.parser.ast.Located attribute) Located (class in venture.parser.ast) loclist() (in module venture.parser.ast) locmerge() (in module venture.parser.ast) log() (built-in function) log1p() (built-in function) log_bernoulli() (built-in function) log_beta() (built-in function) log_categorical() (built-in function) log_flip() (built-in function) log_joint_at() (built-in function) log_likelihood_at() (built-in function)

log_logistic() (built-in function) log_odds_bernoulli() (built-in function) log_odds_beta() (built-in function) log_odds_flip() (built-in function) log_odds_uniform() (built-in function) log_rejection_bound_at() (built-in function) logDensity() (venture.lite.psp.DeterministicPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) logDensityBound() (venture.lite.psp.DeterministicPSP method) (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) logDensityOfData() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) logistic() (built-in function) logisticv() (built-in function) logit() (built-in function) logit_exp() (built-in function) lognormal() (built-in function) logsumexp() (built-in function) lookup() (built-in function) (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureDict method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method) lookup_grad() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureValue method) loop() (built-in function) lt() (built-in function) lte() (built-in function)

M

madeSPAux() (venture.lite.psp.IArgs method) madeSpLogDensityOfDataBound() (venture.lite.psp.PSP method) make_beta_bernoulli() (built-in function) make_church_prime_ripl() (in module venture.shortcuts) (venture.shortcuts.Backend method) make_combined_ripl() (venture.shortcuts.Backend method) make_core_sivm() (venture.shortcuts.Backend method) make_crp() (built-in function) make_csp() (built-in function) make_dir_cat() (built-in function) make_engine() (venture.shortcuts.Backend method) make_gamma_poisson() (built-in function) make_gp() (built-in function) make_lazy_hmm() (built-in function) make_lite_church_prime_ripl() (in module venture.shortcuts) make_lite_ripl() (in module venture.shortcuts) make_nig_normal() (built-in function) make_niw_normal() (built-in function) make_puma_church_prime_ripl() (in module venture.shortcuts) make_puma_ripl() (in module venture.shortcuts) make_ref() (built-in function) make_ripl() (in module venture.shortcuts) (venture.shortcuts.Backend method) make_ripl_rest_client() (in module venture.shortcuts) make_ripl_rest_server() (in module venture.shortcuts) (venture.shortcuts.Backend method) make_suff_stat_bernoulli() (built-in function) make_suff_stat_normal() (built-in function) make_suff_stat_poisson() (built-in function) make_sym_dir_cat() (built-in function) make_uc_beta_bernoulli() (built-in function) make_uc_dir_cat() (built-in function) make_uc_gamma_poisson() (built-in function) make_uc_nig_normal() (built-in function) make_uc_sym_dir_cat() (built-in function) make_venture_script_ripl() (venture.shortcuts.Backend method) make_venture_sivm() (venture.shortcuts.Backend method)

makerNode (venture.lite.value.SPRef attribute) map_real() (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureMatrix method) (venture.lite.value.VentureNumber method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureSymmetricMatrix method) (venture.lite.value.VentureValue method) map_value() (in module venture.parser.ast) mapM() (built-in function) Mapping() (in module venture.lite.types) mapv() (built-in function) mapv2() (built-in function) marginalLogDensityOfData() (venture.lite.psp.PSP method) matrix (venture.lite.value.VentureMatrix attribute) (venture.lite.value.VentureSymmetricMatrix attribute) matrix() (built-in function) (in module venture.value.dicts) matrix_add() (built-in function) matrix_inverse() (built-in function) matrix_mul() (built-in function) matrix_solve() (built-in function) matrix_times_vector() (built-in function) matrix_trace() (built-in function) matrixIsSymmetric() (in module venture.lite.value) MatrixType (class in venture.lite.types) max() (built-in function) meanfield() (built-in function) mem() (built-in function) mh() (built-in function) mh_correct() (built-in function) mh_kernel_update() (built-in function) min() (built-in function) minimal_subproblem() (built-in function) model_import_foreign() (built-in function) mul() (built-in function) multivariate_normal() (built-in function)

N

name() (built-in function) (venture.lite.sp.SPType method) (venture.lite.types.AnyType method) (venture.lite.types.ArrayType method) (venture.lite.types.ArrayUnboxedType method) (venture.lite.types.AtomType method) (venture.lite.types.BoolType method) (venture.lite.types.CountType method) (venture.lite.types.DictType method) (venture.lite.types.ExpressionType method) (venture.lite.types.ForeignBlobType method) (venture.lite.types.HomogeneousDictType method) (venture.lite.types.HomogeneousListType method) (venture.lite.types.HomogeneousMappingType method) (venture.lite.types.HomogeneousSequenceType method) (venture.lite.types.IntegerType method) (venture.lite.types.ListType method) (venture.lite.types.MatrixType method) (venture.lite.types.NilType method) (venture.lite.types.NonpositiveType method) (venture.lite.types.NumberType method) (venture.lite.types.NumericArrayType method) (venture.lite.types.PairType method) (venture.lite.types.PositiveType method) (venture.lite.types.ProbabilityType method) (venture.lite.types.RecursiveSimpleDataType method) (venture.lite.types.RequestType method) (venture.lite.types.SimplexType method) (venture.lite.types.StringType method) (venture.lite.types.SymbolType method) (venture.lite.types.SymmetricMatrixType method) (venture.lite.types.ZeroType method) (venture.shortcuts.Lite method) (venture.shortcuts.Puma method)

name_rst_format() (venture.lite.sp.SPType method) names() (venture.lite.sp.SPType method) naryNum() (in module venture.lite.sp_help) negate() (built-in function) neq() (built-in function) nesterov() (built-in function) new_model() (built-in function) NilType (class in venture.lite.types) no_error_annotation() (venture.ripl.ripl.Ripl method) no_request() (in module venture.lite.sp_help) node (venture.lite.psp.IArgs attribute) NonpositiveType (class in venture.lite.types) normal() (built-in function) normalize() (built-in function) normalss() (built-in function) normalsv() (built-in function) normalvs() (built-in function) normalvv() (built-in function) not() (built-in function) np_prng() (venture.lite.psp.IArgs method) NullRequestPSP (class in venture.lite.psp) num() (in module venture.value.dicts) num_blocks() (built-in function) number (venture.lite.value.VentureInteger attribute) (venture.lite.value.VentureNumber attribute) number() (in module venture.value.dicts) NumberType (class in venture.lite.types) NumericArrayType (class in venture.lite.types)

O

observe() (venture.ripl.ripl.Ripl method) observe_dataset() (venture.ripl.ripl.Ripl method) on_particle() (built-in function) on_subproblem() (built-in function)

operandNodes (venture.lite.psp.IArgs attribute) operandValues() (venture.lite.psp.IArgs method) or() (built-in function) ordered_range() (built-in function)

P

p_p_plot_2samp() (built-in function) p_p_plot_2samp_to_file() (built-in function) pair() (built-in function) Pair() (in module venture.lite.types) PairType (class in venture.lite.types) parallel_mapv_action() (built-in function) parse_program() (venture.ripl.ripl.Ripl method) particle_log_weights() (built-in function) pgibbs() (built-in function) pgibbs_update() (built-in function) plot() (built-in function) plot_to_file() (built-in function) plotf() (built-in function) plotf_to_file() (built-in function) poisson() (built-in function) PositiveType (class in venture.lite.types) pow() (built-in function) predict() (venture.ripl.ripl.Ripl method) predict_all() (built-in function) (venture.ripl.ripl.Ripl method)

print() (built-in function) print_directives() (venture.ripl.ripl.Ripl method) print_one_directive() (venture.ripl.ripl.Ripl method) print_scaffold_stats() (built-in function) printf() (built-in function) probability() (built-in function) (in module venture.value.dicts) ProbabilityType (class in venture.lite.types) profile_data() (venture.ripl.ripl.Ripl method) profiler_disable() (venture.ripl.ripl.Ripl method) profiler_enable() (venture.ripl.ripl.Ripl method) profiler_running() (venture.ripl.ripl.Ripl method) PSP (class in venture.lite.psp) Puma (class in venture.shortcuts) py_prng() (venture.lite.psp.IArgs method) pyeval() (built-in function) (venture.ripl.ripl.Ripl method) pyexec() (built-in function) (venture.ripl.ripl.Ripl method) pythonListToImproperVentureList() (in module venture.lite.value) pythonListToVentureList() (in module venture.lite.value)

Q

quasiquote() (built-in function) (in module venture.value.dicts)

quote() (built-in function) (in module venture.value.dicts)

R

random_singleton() (built-in function) RandomPSP (class in venture.lite.psp) ravel() (built-in function) read() (venture.parser.venture_script.subscanner.Reader method) Reader (class in venture.parser.venture_script.subscanner) real() (built-in function) (in module venture.value.dicts) real_lenses() (venture.lite.value.VentureNumber method) RecursiveSimpleDataType (class in venture.lite.types) ref() (built-in function) ref_get() (built-in function) regen() (built-in function) regen_with_proposal() (built-in function) regeneration_local_proposal() (built-in function) register_foreign_sp() (venture.ripl.ripl.Ripl method) register_language() (venture.ripl.ripl.Ripl method) registerFamily() (venture.lite.sp.SPFamilies method) registerVentureType() (in module venture.lite.value) reinit_inference_problem() (venture.ripl.ripl.Ripl method) rejection() (built-in function)

repeat() (built-in function) report() (built-in function) (venture.ripl.ripl.Ripl method) RequestType (class in venture.lite.types) requestValue() (venture.lite.psp.IArgs method) resample() (built-in function) resample_multiprocess() (built-in function) resample_serializing() (built-in function) resample_thread_ser() (built-in function) resample_threaded() (built-in function) resimulation_mh() (built-in function) rest (venture.lite.value.VenturePair attribute) rest() (built-in function) restore() (built-in function) return() (built-in function) reverse() (built-in function) reverseWeight() (venture.lite.psp.TypedLKernel method) Ripl (class in venture.ripl.ripl) row() (built-in function) run() (built-in function)

S

sample() (venture.ripl.ripl.Ripl method) sample_all() (built-in function) (venture.ripl.ripl.Ripl method) save() (venture.ripl.ripl.Ripl method) save_io() (venture.ripl.ripl.Ripl method) save_model() (built-in function) save_model_string() (built-in function) saves() (venture.ripl.ripl.Ripl method) scale_matrix() (built-in function) scale_vector() (built-in function) Scanner (class in venture.parser.venture_script.subscanner) second() (built-in function) select() (built-in function) Seq() (in module venture.lite.types) sequence() (built-in function), [1] sequenceHash() (in module venture.lite.value) set_difference() (built-in function) set_mode() (venture.ripl.ripl.Ripl method) set_particle_log_weights() (built-in function) set_seed() (venture.ripl.ripl.Ripl method) set_value_at() (built-in function), [1] show() (venture.lite.sp.SP method) (venture.lite.sp.VentureSPRecord method) signum() (built-in function) simplex (venture.lite.value.VentureSimplex attribute) simplex() (built-in function) (in module venture.value.dicts) SimplexType (class in venture.lite.types) simulate() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.ESRRefOutputPSP method) (venture.lite.psp.NullRequestPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method) (venture.lite.sp_help.FunctionPSP method) simulateLatents() (venture.lite.sp.SP method) sin() (built-in function) size() (built-in function) (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureDict method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method)

slice() (built-in function) slice_doubling() (built-in function) SP (class in venture.lite.sp) sp (venture.lite.sp.VentureSPRecord attribute) sp() (in module venture.value.dicts) SPAux (class in venture.lite.sp) spAux (venture.lite.sp.VentureSPRecord attribute) spaux() (venture.lite.psp.IArgs method) SPFamilies (class in venture.lite.sp) spFamilies (venture.lite.sp.VentureSPRecord attribute) SPRef (class in venture.lite.value) SPType (class in venture.lite.sp) sqrt() (built-in function) standard_venture_type() (in module venture.lite.types) start_continuous_inference() (venture.ripl.ripl.Ripl method) stop_continuous_inference() (venture.ripl.ripl.Ripl method) string() (in module venture.value.dicts) StringType (class in venture.lite.types) strng (venture.lite.value.VentureString attribute) student_t() (built-in function) stupidCompare() (in module venture.lite.value) sub() (built-in function) subsampled_mh() (built-in function) subsampled_mh_check_applicability() (built-in function) subsampled_mh_make_consistent() (built-in function) sum() (built-in function) sweep() (built-in function) sym() (in module venture.value.dicts) symbol (venture.lite.value.VentureSymbol attribute) symbol() (in module venture.value.dicts) SymbolType (class in venture.lite.types) symmetric_dirichlet() (built-in function) symmetric_local_proposal() (built-in function) symmetric_matrix() (in module venture.value.dicts) SymmetricMatrixType (class in venture.lite.types)

T

tag() (built-in function) tag_exclude() (built-in function) take() (built-in function) (venture.lite.value.VentureArray method) (venture.lite.value.VentureArrayUnboxed method) (venture.lite.value.VentureNil method) (venture.lite.value.VenturePair method) (venture.lite.value.VentureSimplex method) (venture.lite.value.VentureValue method) tan() (built-in function) to_array() (built-in function) to_dict() (built-in function) to_list() (built-in function)

to_vector() (built-in function) toJSON() (venture.lite.types.VentureType method) trace_constructor() (venture.shortcuts.Backend method) (venture.shortcuts.Lite method) (venture.shortcuts.Puma method) transpose() (built-in function) type_test() (in module venture.lite.sp_help) typed_func() (in module venture.lite.sp_help) typed_func_psp() (in module venture.lite.sp_help) typed_nr() (in module venture.lite.sp_help) TypedLKernel (class in venture.lite.psp) TypedPSP (class in venture.lite.psp) TypedVariationalLKernel (class in venture.lite.psp)

U

UArray() (in module venture.lite.types) unaryNum() (in module venture.lite.sp_help) unaryNumS() (in module venture.lite.sp_help) uniform_categorical() (built-in function) uniform_continuous() (built-in function) uniform_discrete() (built-in function) unincorporate() (venture.lite.psp.DispatchingPSP method) (venture.lite.psp.PSP method) (venture.lite.psp.TypedPSP method)

unquote() (built-in function) (in module venture.value.dicts) unregisterFamily() (venture.lite.sp.SPFamilies method) unwrap_arg_list() (venture.lite.sp.SPType method) unwrap_args() (venture.lite.sp.SPType method) unwrap_return() (venture.lite.sp.SPType method) update_value() (in module venture.parser.ast) updateParameters() (venture.lite.psp.TypedVariationalLKernel method)

V

val() (in module venture.value.dicts) value (venture.parser.ast.Located attribute) value_at() (built-in function) value_at2() (built-in function) value_error() (built-in function) values() (built-in function) vector() (built-in function) (in module venture.value.dicts) vector_add() (built-in function) vector_dot() (built-in function) vector_times_matrix() (built-in function) venture.lite.psp (module) venture.lite.sp (module) venture.lite.sp_help (module) venture.lite.types (module) venture.lite.value (module) venture.parser.ast (module) venture.parser.venture_script.subscanner (module) venture.ripl.ripl (module) venture.shortcuts (module) venture.value.dicts (module)

venture_type() (venture.lite.sp.SP method) VentureArray (class in venture.lite.value) VentureArrayUnboxed (class in venture.lite.value) VentureAtom (class in venture.lite.value) VentureBool (class in venture.lite.value) VentureDict (class in venture.lite.value) VentureForeignBlob (class in venture.lite.value) VentureInteger (class in venture.lite.value) VentureMatrix (class in venture.lite.value) VentureNil (class in venture.lite.value) VentureNumber (class in venture.lite.value) VenturePair (class in venture.lite.value) VentureSimplex (class in venture.lite.value) VentureSPRecord (class in venture.lite.sp) VentureString (class in venture.lite.value) VentureSymbol (class in venture.lite.value) VentureSymmetricMatrix (class in venture.lite.value) VentureType (class in venture.lite.types) VentureValue (class in venture.lite.value) vonmises() (built-in function) vv_dot_product() (in module venture.lite.value)

W

weightBound() (venture.lite.psp.TypedLKernel method) wishart() (built-in function)

wrap_arg_list() (venture.lite.sp.SPType method) wrap_return() (venture.lite.sp.SPType method)

X

xor() (built-in function)

Z

zero_gradient() (in module venture.lite.sp_help) zero_matrix() (built-in function)

ZeroType (class in venture.lite.types) zip() (built-in function)