Index

_

__author__ (in module pyhdc)

__version__ (in module pyhdc)

A

AdditiveContextDependentThinning() (in module pyhdc.components.binding) AngleDistance() (in module pyhdc.components.similarity)

AnglesOfElementAddition() (in module pyhdc.components.bundling) ArrayLike (in module pyhdc.types) ARXCounterGenerator (class in pyhdc.generation.shifted_counter)

B

Backend (in module pyhdc.types) BernoulliBinary() (in module pyhdc.components.elements) BernoulliBipolar() (in module pyhdc.components.elements) BernoulliSparse() (in module pyhdc.components.elements)

Bind bind() (in module pyhdc) binding_identity() (in module pyhdc.components.basis) Bundle bundle() (in module pyhdc)

C

circular() (in module pyhdc.components.basis) CircularConvolution() (in module pyhdc.components.binding) CircularCorrelation() (in module pyhdc.components.binding) Codebook / Item memory CommonCounterGenerators (class in pyhdc.generation) CommonDLFSRGenerators (class in pyhdc.generation) CommonLCAGenerators (class in pyhdc.generation)

CommonLCGGenerators (class in pyhdc.generation) CommonLFSRGenerators (class in pyhdc.generation) CommonPCGGenerators (class in pyhdc.generation) CommonXorshiftGenerators (class in pyhdc.generation) CosineSimilarity() (in module pyhdc.components.similarity) CustomMappingCounterGenerator (class in pyhdc.generation.shifted_counter) CyclicShift() (in module pyhdc.components.unary)

D

DefaultGenerator (class in pyhdc.generation.base) Density

Device (in module pyhdc.types) Disjunction() (in module pyhdc.components.bundling) DisjunctionThinned() (in module pyhdc.components.bundling)

E

ElementAddition() (in module pyhdc.components.bundling) ElementAdditionBinaryThreshold() (in module pyhdc.components.bundling) ElementAdditionBipolarThreshold() (in module pyhdc.components.bundling) ElementAdditionBits() (in module pyhdc.components.bundling) ElementAdditionConstantNormalized() (in module pyhdc.components.bundling) ElementAdditionCut() (in module pyhdc.components.bundling) ElementAdditionNormalized() (in module pyhdc.components.bundling)

ElementAngleAddition() (in module pyhdc.components.binding) ElementAngleSubtraction() (in module pyhdc.components.binding) ElementaryLCAGenerator (class in pyhdc.generation.lca) ElementMultiplication() (in module pyhdc.components.binding) empty() (in module pyhdc.components.basis) Encoding ExclusiveOr() (in module pyhdc.components.binding)

F

family_endpoints() (in module pyhdc.components.basis) FeistelCounterGenerator (class in pyhdc.generation.shifted_counter)

FibonacciDLFSRGenerator (class in pyhdc.generation.dlfsr) FibonacciLFSRGenerator (class in pyhdc.generation.lfsr)

G

GaloisDLFSRGenerator (class in pyhdc.generation.dlfsr) GaloisLFSRGenerator (class in pyhdc.generation.lfsr) generate() (in module pyhdc) generate_bits() (pyhdc.generation.base.HDCGenerator method) generate_floats() (pyhdc.generation.base.DefaultGenerator method) (pyhdc.generation.base.HDCGenerator method) (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) generate_words() (pyhdc.generation.base.HDCGenerator method) GeneratorOutputType (in module pyhdc.types) get_constants() (pyhdc.generation.shifted_counter.ARXCounterGenerator method) get_default_backend() (in module pyhdc) get_default_device() (in module pyhdc) get_increment() (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) get_matrix_coefficients() (pyhdc.generation.dlfsr.MatrixDLFSRGenerator method) get_modulus() (pyhdc.generation.lcg.LCGGenerator method) get_multiplier() (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method)

get_output_bits() (pyhdc.generation.pcg.PCGGenerator method) get_parameters() (pyhdc.generation.base.DefaultGenerator method) (pyhdc.generation.base.HDCGenerator method) (pyhdc.generation.dlfsr.MatrixDLFSRGenerator method) (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) get_pbox() (pyhdc.generation.shifted_counter.SPNCounterGenerator method) get_permutation() (pyhdc.generation.pcg.PCGGenerator method) get_rotations() (pyhdc.generation.shifted_counter.ARXCounterGenerator method) get_round_keys() (pyhdc.generation.shifted_counter.FeistelCounterGenerator method) get_sbox() (pyhdc.generation.shifted_counter.SPNCounterGenerator method) get_seed() (pyhdc.generation.base.HDCGenerator method) get_state() (pyhdc.generation.base.DefaultGenerator method) (pyhdc.generation.base.HDCGenerator method) (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) get_state_bits() (pyhdc.generation.pcg.PCGGenerator method)

H

HammingDistance() (in module pyhdc.components.similarity) hard_quantize() (in module pyhdc.components.quantization) HDCGenerator (class in pyhdc.generation.base)

Hypervector HypervectorInput (in module pyhdc.types) HypervectorLike (in module pyhdc.types)

I

identity() (in module pyhdc.components.basis) IdentityInverse() (in module pyhdc.components.unary) inverse() (in module pyhdc)

InverseMatrixMultiplication() (in module pyhdc.components.binding) InverseSegmentShifting() (in module pyhdc.components.binding) InverseShifting() (in module pyhdc.components.binding)

J

jump() (pyhdc.generation.xorshift.Xoroshiro128PlusGenerator method) (pyhdc.generation.xorshift.Xoshiro256StarStarGenerator method)

L

L2Normalize() (in module pyhdc.components.unary)

LCGGenerator (class in pyhdc.generation.lcg) level() (in module pyhdc.components.basis)

M

MatrixDLFSRGenerator (class in pyhdc.generation.dlfsr) MatrixMultiplication() (in module pyhdc.components.binding) module pyhdc pyhdc.components pyhdc.generation pyhdc.types

multibind() (in module pyhdc.components.binding) multibundle() (in module pyhdc.components.bundling) MultiplicativeLCGGenerator (class in pyhdc.generation.lcg) MultiplicativePCGGenerator (class in pyhdc.generation.pcg) multirandsel() (in module pyhdc.components.bundling) multiset() (in module pyhdc.components.bundling)

N

Negate() (in module pyhdc.components.unary) negative() (in module pyhdc)

normalize() (in module pyhdc) NormalReal() (in module pyhdc.components.elements) NoThin() (in module pyhdc.components.thinning)

O

OperationMetadata (in module pyhdc.types)

OperationResult (in module pyhdc.types) Overlap() (in module pyhdc.components.similarity)

P

PCGGenerator (class in pyhdc.generation.pcg) permute() (in module pyhdc) PhaseNegate() (in module pyhdc.components.unary) prefer_cpu() (in module pyhdc) prefer_cuda() (in module pyhdc) prefer_numpy() (in module pyhdc) prefer_torch() (in module pyhdc) pyhdc module

pyhdc.components module pyhdc.generation module pyhdc.generation.xorshift.splitmix64_seed() (in module pyhdc.generation) pyhdc.types module

R

random() (in module pyhdc.components.basis) randsel() (in module pyhdc.components.bundling) remap_to_unit() (in module pyhdc.components.similarity) reset() (pyhdc.generation.base.DefaultGenerator method) (pyhdc.generation.base.HDCGenerator method) (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method)

ReverseInverse() (in module pyhdc.components.unary)

S

SegmentShifting() (in module pyhdc.components.binding) SequenceType (in module pyhdc.types) set_constants() (pyhdc.generation.shifted_counter.ARXCounterGenerator method) set_increment() (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) set_mapping_function() (pyhdc.generation.shifted_counter.CustomMappingCounterGenerator method) set_matrix_coefficients() (pyhdc.generation.dlfsr.MatrixDLFSRGenerator method) set_modulus() (pyhdc.generation.lcg.LCGGenerator method) set_multiplier() (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method) set_output_bits() (pyhdc.generation.pcg.PCGGenerator method) set_parameters() (pyhdc.generation.base.DefaultGenerator method) (pyhdc.generation.base.HDCGenerator method) (pyhdc.generation.dlfsr.MatrixDLFSRGenerator method) (pyhdc.generation.lcg.LCGGenerator method) (pyhdc.generation.lcg.MultiplicativeLCGGenerator method) (pyhdc.generation.pcg.MultiplicativePCGGenerator method) (pyhdc.generation.pcg.PCGGenerator method)

set_pbox() (pyhdc.generation.shifted_counter.SPNCounterGenerator method) set_permutation() (pyhdc.generation.pcg.PCGGenerator method) set_rotations() (pyhdc.generation.shifted_counter.ARXCounterGenerator method) set_round_keys() (pyhdc.generation.shifted_counter.FeistelCounterGenerator method) set_sbox() (pyhdc.generation.shifted_counter.SPNCounterGenerator method) set_seed() (pyhdc.generation.base.HDCGenerator method) set_state_bits() (pyhdc.generation.pcg.PCGGenerator method) Shifting() (in module pyhdc.components.binding) SignNormalize() (in module pyhdc.components.unary) similarity() (in module pyhdc) SimilarityResult (in module pyhdc.types) soft_quantize() (in module pyhdc.components.quantization) SparseSegmented() (in module pyhdc.components.elements) SplitMix64Generator (class in pyhdc.generation.xorshift) SPNCounterGenerator (class in pyhdc.generation.shifted_counter) stack() (in module pyhdc) supports_bits() (pyhdc.generation.base.HDCGenerator method) supports_floats() (pyhdc.generation.base.HDCGenerator method) supports_words() (pyhdc.generation.base.HDCGenerator method)

T

thermometer() (in module pyhdc.components.basis) Thinning

TORCH_AVAILABLE (in module pyhdc) TotalisticLCAGenerator (class in pyhdc.generation.lca) TransposeVectorDerivedTransformation() (in module pyhdc.components.binding)

U

Unbind unbind() (in module pyhdc)

UniformAngles() (in module pyhdc.components.elements) UniformBipolar() (in module pyhdc.components.elements)

V

VectorDerivedTransformation() (in module pyhdc.components.binding)

W

WrapPhase() (in module pyhdc.components.unary)

X

Xoroshiro128PlusGenerator (class in pyhdc.generation.xorshift) Xoroshiro128StarStarGenerator (class in pyhdc.generation.xorshift) Xorshift128Generator (class in pyhdc.generation.xorshift) Xorshift32Generator (class in pyhdc.generation.xorshift)

Xorshift64Generator (class in pyhdc.generation.xorshift) XorshiftPlusGenerator (class in pyhdc.generation.xorshift) XorshiftStarGenerator (class in pyhdc.generation.xorshift) Xoshiro256StarStarGenerator (class in pyhdc.generation.xorshift)

Z

zeros() (in module pyhdc)