Index

_

__init__() (jax_hdc.AdaptiveHDC method) (jax_hdc.AttentionMemory method) (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CentroidClassifier method) (jax_hdc.CGR method) (jax_hdc.embeddings.GraphEncoder method) (jax_hdc.embeddings.KernelEncoder method) (jax_hdc.embeddings.LevelEncoder method) (jax_hdc.embeddings.ProjectionEncoder method) (jax_hdc.embeddings.RandomEncoder method) (jax_hdc.FHRR method) (jax_hdc.GraphEncoder method) (jax_hdc.HopfieldMemory method) (jax_hdc.HRR method) (jax_hdc.KernelEncoder method) (jax_hdc.LevelEncoder method) (jax_hdc.LVQClassifier method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.memory.HopfieldMemory method) (jax_hdc.memory.SparseDistributedMemory method) (jax_hdc.models.AdaptiveHDC method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.models.LVQClassifier method) (jax_hdc.models.RegularizedLSClassifier method) (jax_hdc.ProjectionEncoder method) (jax_hdc.RandomEncoder method) (jax_hdc.RegularizedLSClassifier method) (jax_hdc.SparseDistributedMemory method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method)

A

AdaptiveHDC (class in jax_hdc) (class in jax_hdc.models)

add() (jax_hdc.HopfieldMemory method) (jax_hdc.memory.HopfieldMemory method) AttentionMemory (class in jax_hdc)

B

batch_bind_bsc() (in module jax_hdc.functional) batch_bind_map() (in module jax_hdc.functional) batch_cosine_similarity() (in module jax_hdc.functional) batch_hamming_similarity() (in module jax_hdc.functional) benchmark_function() (in module jax_hdc.utils) beta (jax_hdc.HopfieldMemory attribute) (jax_hdc.memory.HopfieldMemory attribute) bias (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.KernelEncoder attribute) bind() (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CGR method) (jax_hdc.FHRR method) (jax_hdc.HRR method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method) bind_bsc() (in module jax_hdc) (in module jax_hdc.functional)

bind_hrr() (in module jax_hdc.functional) bind_map() (in module jax_hdc) (in module jax_hdc.functional) block_size (jax_hdc.BSBC attribute) BSBC (class in jax_hdc) BSC (class in jax_hdc) (class in jax_hdc.vsa) bundle() (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CGR method) (jax_hdc.FHRR method) (jax_hdc.HRR method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method) bundle_bsc() (in module jax_hdc) (in module jax_hdc.functional) bundle_hrr() (in module jax_hdc.functional) bundle_map() (in module jax_hdc) (in module jax_hdc.functional)

C

CentroidClassifier (class in jax_hdc) (class in jax_hdc.models) CGR (class in jax_hdc) cleanup() (in module jax_hdc) (in module jax_hdc.functional) codebook (jax_hdc.embeddings.RandomEncoder attribute) (jax_hdc.RandomEncoder attribute) contents (jax_hdc.memory.SparseDistributedMemory attribute) (jax_hdc.SparseDistributedMemory attribute) cosine_similarity() (in module jax_hdc) (in module jax_hdc.functional) create() (jax_hdc.AdaptiveHDC static method) (jax_hdc.AttentionMemory static method) (jax_hdc.BSBC static method) (jax_hdc.BSC static method) (jax_hdc.CentroidClassifier static method) (jax_hdc.CGR static method) (jax_hdc.embeddings.GraphEncoder static method) (jax_hdc.embeddings.KernelEncoder static method) (jax_hdc.embeddings.LevelEncoder static method) (jax_hdc.embeddings.ProjectionEncoder static method) (jax_hdc.embeddings.RandomEncoder static method) (jax_hdc.FHRR static method) (jax_hdc.GraphEncoder static method) (jax_hdc.HopfieldMemory static method) (jax_hdc.HRR static method) (jax_hdc.KernelEncoder static method) (jax_hdc.LevelEncoder static method) (jax_hdc.LVQClassifier static method) (jax_hdc.MAP static method) (jax_hdc.MCR static method) (jax_hdc.memory.HopfieldMemory static method) (jax_hdc.memory.SparseDistributedMemory static method) (jax_hdc.models.AdaptiveHDC static method) (jax_hdc.models.CentroidClassifier static method) (jax_hdc.models.LVQClassifier static method) (jax_hdc.models.RegularizedLSClassifier static method) (jax_hdc.ProjectionEncoder static method) (jax_hdc.RandomEncoder static method) (jax_hdc.RegularizedLSClassifier static method) (jax_hdc.SparseDistributedMemory static method) (jax_hdc.vsa.BSC static method) (jax_hdc.vsa.FHRR static method) (jax_hdc.vsa.HRR static method) (jax_hdc.vsa.MAP static method) (jax_hdc.VTB static method)

create_vsa_model() (in module jax_hdc.vsa)

D

dimensions (jax_hdc.AdaptiveHDC attribute) (jax_hdc.AttentionMemory attribute) (jax_hdc.CentroidClassifier attribute) (jax_hdc.embeddings.GraphEncoder attribute) (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.embeddings.ProjectionEncoder attribute) (jax_hdc.embeddings.RandomEncoder attribute) (jax_hdc.GraphEncoder attribute) (jax_hdc.HopfieldMemory attribute) (jax_hdc.KernelEncoder attribute) (jax_hdc.LevelEncoder attribute) (jax_hdc.LVQClassifier attribute) (jax_hdc.memory.HopfieldMemory attribute) (jax_hdc.memory.SparseDistributedMemory attribute) (jax_hdc.models.AdaptiveHDC attribute) (jax_hdc.models.CentroidClassifier attribute) (jax_hdc.models.LVQClassifier attribute) (jax_hdc.models.RegularizedLSClassifier attribute) (jax_hdc.ProjectionEncoder attribute) (jax_hdc.RandomEncoder attribute) (jax_hdc.RegularizedLSClassifier attribute) (jax_hdc.SparseDistributedMemory attribute) (jax_hdc.vsa.VSAModel attribute)

E

encode() (jax_hdc.embeddings.KernelEncoder method) (jax_hdc.embeddings.LevelEncoder method) (jax_hdc.embeddings.ProjectionEncoder method) (jax_hdc.embeddings.RandomEncoder method) (jax_hdc.KernelEncoder method) (jax_hdc.LevelEncoder method) (jax_hdc.ProjectionEncoder method) (jax_hdc.RandomEncoder method) encode_batch() (jax_hdc.embeddings.KernelEncoder method) (jax_hdc.embeddings.LevelEncoder method) (jax_hdc.embeddings.ProjectionEncoder method) (jax_hdc.embeddings.RandomEncoder method) (jax_hdc.KernelEncoder method) (jax_hdc.LevelEncoder method) (jax_hdc.ProjectionEncoder method) (jax_hdc.RandomEncoder method)

encode_edges() (jax_hdc.embeddings.GraphEncoder method) (jax_hdc.GraphEncoder method) encoding_type (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.LevelEncoder attribute)

F

FHRR (class in jax_hdc) (class in jax_hdc.vsa) fit() (jax_hdc.AdaptiveHDC method) (jax_hdc.CentroidClassifier method) (jax_hdc.LVQClassifier method) (jax_hdc.models.AdaptiveHDC method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.models.LVQClassifier method) (jax_hdc.models.RegularizedLSClassifier method) (jax_hdc.RegularizedLSClassifier method)

G

gamma (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.KernelEncoder attribute)

GraphEncoder (class in jax_hdc) (class in jax_hdc.embeddings)

H

hamming_similarity() (in module jax_hdc) (in module jax_hdc.functional) HopfieldMemory (class in jax_hdc) (class in jax_hdc.memory)

HRR (class in jax_hdc) (class in jax_hdc.vsa)

I

input_dim (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.embeddings.ProjectionEncoder attribute) (jax_hdc.KernelEncoder attribute) (jax_hdc.ProjectionEncoder attribute) inverse() (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CGR method) (jax_hdc.FHRR method) (jax_hdc.HRR method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method)

inverse_bsc() (in module jax_hdc) (in module jax_hdc.functional) inverse_hrr() (in module jax_hdc.functional) inverse_map() (in module jax_hdc) (in module jax_hdc.functional)

J

jax_hdc module

K

k_active (jax_hdc.BSBC attribute) KernelEncoder (class in jax_hdc) (class in jax_hdc.embeddings)

keys (jax_hdc.AttentionMemory attribute)

L

level_hvs (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.LevelEncoder attribute) LevelEncoder (class in jax_hdc) (class in jax_hdc.embeddings)

locations (jax_hdc.memory.SparseDistributedMemory attribute) (jax_hdc.SparseDistributedMemory attribute) LVQClassifier (class in jax_hdc) (class in jax_hdc.models)

M

MAP (class in jax_hdc) (class in jax_hdc.vsa) max_value (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.LevelEncoder attribute)

MCR (class in jax_hdc) min_value (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.LevelEncoder attribute) module jax_hdc

N

name (jax_hdc.vsa.VSAModel attribute) node_embeddings (jax_hdc.embeddings.GraphEncoder attribute) (jax_hdc.GraphEncoder attribute) normalize() (in module jax_hdc.utils) num_classes (jax_hdc.AdaptiveHDC attribute) (jax_hdc.CentroidClassifier attribute) (jax_hdc.LVQClassifier attribute) (jax_hdc.models.AdaptiveHDC attribute) (jax_hdc.models.CentroidClassifier attribute) (jax_hdc.models.LVQClassifier attribute) (jax_hdc.models.RegularizedLSClassifier attribute) (jax_hdc.RegularizedLSClassifier attribute)

num_features (jax_hdc.embeddings.RandomEncoder attribute) (jax_hdc.RandomEncoder attribute) num_heads (jax_hdc.AttentionMemory attribute) num_levels (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.LevelEncoder attribute) num_nodes (jax_hdc.embeddings.GraphEncoder attribute) (jax_hdc.GraphEncoder attribute) num_updates (jax_hdc.AdaptiveHDC attribute) (jax_hdc.models.AdaptiveHDC attribute) num_values (jax_hdc.embeddings.RandomEncoder attribute) (jax_hdc.RandomEncoder attribute)

O

omega (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.KernelEncoder attribute)

P

patterns (jax_hdc.HopfieldMemory attribute) (jax_hdc.memory.HopfieldMemory attribute) permute() (in module jax_hdc) (in module jax_hdc.functional) predict() (jax_hdc.AdaptiveHDC method) (jax_hdc.CentroidClassifier method) (jax_hdc.LVQClassifier method) (jax_hdc.models.AdaptiveHDC method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.models.LVQClassifier method) (jax_hdc.models.RegularizedLSClassifier method) (jax_hdc.RegularizedLSClassifier method)

predict_proba() (jax_hdc.CentroidClassifier method) (jax_hdc.models.CentroidClassifier method) projection_matrix (jax_hdc.embeddings.ProjectionEncoder attribute) (jax_hdc.ProjectionEncoder attribute) ProjectionEncoder (class in jax_hdc) (class in jax_hdc.embeddings) prototypes (jax_hdc.AdaptiveHDC attribute) (jax_hdc.CentroidClassifier attribute) (jax_hdc.LVQClassifier attribute) (jax_hdc.models.AdaptiveHDC attribute) (jax_hdc.models.CentroidClassifier attribute) (jax_hdc.models.LVQClassifier attribute)

Q

q (jax_hdc.CGR attribute) (jax_hdc.MCR attribute)

R

radius (jax_hdc.memory.SparseDistributedMemory attribute) (jax_hdc.SparseDistributedMemory attribute) random() (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CGR method) (jax_hdc.FHRR method) (jax_hdc.HRR method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method) RandomEncoder (class in jax_hdc) (class in jax_hdc.embeddings)

read() (jax_hdc.memory.SparseDistributedMemory method) (jax_hdc.SparseDistributedMemory method) reg (jax_hdc.models.RegularizedLSClassifier attribute) (jax_hdc.RegularizedLSClassifier attribute) RegularizedLSClassifier (class in jax_hdc) (class in jax_hdc.models) replace() (jax_hdc.AdaptiveHDC method) (jax_hdc.CentroidClassifier method) (jax_hdc.LVQClassifier method) (jax_hdc.models.AdaptiveHDC method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.models.LVQClassifier method) (jax_hdc.models.RegularizedLSClassifier method) (jax_hdc.RegularizedLSClassifier method) retrieve() (jax_hdc.AttentionMemory method) (jax_hdc.HopfieldMemory method) (jax_hdc.memory.HopfieldMemory method) retrieve_with_weights() (jax_hdc.AttentionMemory method)

S

score() (jax_hdc.AdaptiveHDC method) (jax_hdc.CentroidClassifier method) (jax_hdc.LVQClassifier method) (jax_hdc.models.AdaptiveHDC method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.models.LVQClassifier method) (jax_hdc.models.RegularizedLSClassifier method) (jax_hdc.RegularizedLSClassifier method) similarity() (jax_hdc.BSBC method) (jax_hdc.BSC method) (jax_hdc.CentroidClassifier method) (jax_hdc.CGR method) (jax_hdc.FHRR method) (jax_hdc.HRR method) (jax_hdc.MAP method) (jax_hdc.MCR method) (jax_hdc.models.CentroidClassifier method) (jax_hdc.vsa.BSC method) (jax_hdc.vsa.FHRR method) (jax_hdc.vsa.HRR method) (jax_hdc.vsa.MAP method) (jax_hdc.vsa.VSAModel method) (jax_hdc.VTB method)

SparseDistributedMemory (class in jax_hdc) (class in jax_hdc.memory)

T

temperature (jax_hdc.AttentionMemory attribute)

U

update_online() (jax_hdc.CentroidClassifier method) (jax_hdc.models.CentroidClassifier method)

V

values (jax_hdc.AttentionMemory attribute) vsa_model_name (jax_hdc.AdaptiveHDC attribute) (jax_hdc.CentroidClassifier attribute) (jax_hdc.embeddings.GraphEncoder attribute) (jax_hdc.embeddings.KernelEncoder attribute) (jax_hdc.embeddings.LevelEncoder attribute) (jax_hdc.embeddings.ProjectionEncoder attribute) (jax_hdc.embeddings.RandomEncoder attribute) (jax_hdc.GraphEncoder attribute) (jax_hdc.KernelEncoder attribute) (jax_hdc.LevelEncoder attribute) (jax_hdc.LVQClassifier attribute) (jax_hdc.models.AdaptiveHDC attribute) (jax_hdc.models.CentroidClassifier attribute) (jax_hdc.models.LVQClassifier attribute) (jax_hdc.ProjectionEncoder attribute) (jax_hdc.RandomEncoder attribute)

VSAModel (class in jax_hdc.vsa) VTB (class in jax_hdc)

W

weights (jax_hdc.models.RegularizedLSClassifier attribute) (jax_hdc.RegularizedLSClassifier attribute) write() (jax_hdc.AttentionMemory method) (jax_hdc.memory.SparseDistributedMemory method) (jax_hdc.SparseDistributedMemory method)

write_batch() (jax_hdc.AttentionMemory method)