Tutorials
Getting started
HDC Learning
Package Reference:
torchhd
torchhd.embeddings
torchhd.structures
torchhd.models
torchhd.classifiers
torchhd.memory
torchhd.datasets
torchhd.utils
Torchhd
Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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Y
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Z
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__call__() (torchhd.classifiers.AdaptHD method)
(torchhd.classifiers.Classifier method)
(torchhd.classifiers.CompHD method)
(torchhd.classifiers.DistHD method)
(torchhd.classifiers.IntRVFL method)
(torchhd.classifiers.LeHDC method)
(torchhd.classifiers.NeuralHD method)
(torchhd.classifiers.OnlineHD method)
(torchhd.classifiers.QuantHD method)
(torchhd.classifiers.SparseHD method)
(torchhd.classifiers.Vanilla method)
__delitem__() (torchhd.structures.Memory method)
__getitem__() (torchhd.datasets.CollectionDataset method)
(torchhd.datasets.DatasetFourFold method)
(torchhd.datasets.DatasetTrainTest method)
(torchhd.structures.BundleSequence method)
(torchhd.structures.HashTable method)
(torchhd.structures.Memory method)
__len__() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
(torchhd.structures.HashTable method)
(torchhd.structures.Memory method)
(torchhd.structures.Multiset method)
__setitem__() (torchhd.structures.Memory method)
__torch_function__() (torchhd.BaseMCRTensor class method)
(torchhd.BSBCTensor class method)
A
Abalone (class in torchhd.datasets)
accuracy() (torchhd.classifiers.AdaptHD method)
(torchhd.classifiers.Classifier method)
(torchhd.classifiers.CompHD method)
(torchhd.classifiers.DistHD method)
(torchhd.classifiers.IntRVFL method)
(torchhd.classifiers.LeHDC method)
(torchhd.classifiers.NeuralHD method)
(torchhd.classifiers.OnlineHD method)
(torchhd.classifiers.QuantHD method)
(torchhd.classifiers.SparseHD method)
(torchhd.classifiers.Vanilla method)
AcuteInflammation (class in torchhd.datasets)
AcuteNephritis (class in torchhd.datasets)
AdaptHD (class in torchhd.classifiers)
add() (torchhd.models.Centroid method)
(torchhd.structures.HashTable method)
(torchhd.structures.Memory method)
(torchhd.structures.Multiset method)
add_adapt() (torchhd.models.Centroid method)
add_edge() (torchhd.structures.Graph method)
add_leaf() (torchhd.structures.Tree method)
add_online() (torchhd.models.Centroid method)
add_transition() (torchhd.structures.FiniteStateAutomata method)
Adult (class in torchhd.datasets)
AirfoilSelfNoise (class in torchhd.datasets)
Annealing (class in torchhd.datasets)
append() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
appendleft() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
Arrhythmia (class in torchhd.datasets)
attention() (in module torchhd.memory)
AudiologyStd (class in torchhd.datasets)
B
BalanceScale (class in torchhd.datasets)
Balloons (class in torchhd.datasets)
Bank (class in torchhd.datasets)
BaseMCRTensor (class in torchhd)
basis() (torchhd.embeddings.FractionalPower method)
BeijingAirQuality (class in torchhd.datasets)
bind() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
bind_sequence() (in module torchhd)
BindSequence (class in torchhd.structures)
Blood (class in torchhd.datasets)
BreastCancer (class in torchhd.datasets)
BreastCancerWisc (class in torchhd.datasets)
BreastCancerWiscDiag (class in torchhd.datasets)
BreastCancerWiscProg (class in torchhd.datasets)
BreastTissue (class in torchhd.datasets)
BSBCTensor (class in torchhd)
BSCTensor (class in torchhd)
bundle() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
bundle_sequence() (in module torchhd)
BundleSequence (class in torchhd.structures)
C
Car (class in torchhd.datasets)
Cardiotocography10Clases (class in torchhd.datasets)
Cardiotocography3Clases (class in torchhd.datasets)
Centroid (class in torchhd.models)
CGRTensor (class in torchhd)
ChessKrvk (class in torchhd.datasets)
ChessKrvkp (class in torchhd.datasets)
Circular (class in torchhd.embeddings)
circular() (in module torchhd)
Classifier (class in torchhd.classifiers)
cleanup() (in module torchhd)
clear() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
(torchhd.structures.FiniteStateAutomata method)
(torchhd.structures.Graph method)
(torchhd.structures.HashTable method)
(torchhd.structures.Multiset method)
(torchhd.structures.Tree method)
clipping() (torchhd.MAPTensor method)
CollectionDataset (class in torchhd.datasets)
CompHD (class in torchhd.classifiers)
concat() (torchhd.structures.BundleSequence method)
CongressionalVoting (class in torchhd.datasets)
ConnBenchSonarMinesRocks (class in torchhd.datasets)
ConnBenchVowelDeterding (class in torchhd.datasets)
Connect4 (class in torchhd.datasets)
contains() (torchhd.structures.Graph method)
(torchhd.structures.Multiset method)
Contrac (class in torchhd.datasets)
cosine_similarity() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
create_random_permute() (in module torchhd)
CreditApproval (class in torchhd.datasets)
cross_product() (in module torchhd)
CyclePowerPlant (class in torchhd.datasets)
CylinderBands (class in torchhd.datasets)
D
DatasetFourFold (class in torchhd.datasets)
datasets() (torchhd.datasets.UCIClassificationBenchmark method)
DatasetTrainTest (class in torchhd.datasets)
Density (class in torchhd.embeddings)
Dermatology (class in torchhd.datasets)
DistHD (class in torchhd.classifiers)
dot_similarity() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
E
Echocardiogram (class in torchhd.datasets)
Ecoli (class in torchhd.datasets)
EMGHandGestures (class in torchhd.datasets)
Empty (class in torchhd.embeddings)
empty() (in module torchhd)
(torchhd.BaseMCRTensor class method)
(torchhd.BSBCTensor class method)
(torchhd.BSCTensor class method)
(torchhd.CGRTensor class method)
(torchhd.FHRRTensor class method)
(torchhd.HRRTensor class method)
(torchhd.MAPTensor class method)
(torchhd.MCRTensor class method)
(torchhd.VSATensor class method)
(torchhd.VTBTensor class method)
encode_edge() (torchhd.structures.Graph method)
EnergyY1 (class in torchhd.datasets)
EnergyY2 (class in torchhd.datasets)
ensure_vsa_tensor() (in module torchhd)
EuropeanLanguages (class in torchhd.datasets)
exact_inverse() (torchhd.HRRTensor method)
extra_repr() (torchhd.models.Centroid method)
F
Fertility (class in torchhd.datasets)
FHRRTensor (class in torchhd)
FiniteStateAutomata (class in torchhd.structures)
fit() (torchhd.classifiers.AdaptHD method)
(torchhd.classifiers.Classifier method)
(torchhd.classifiers.CompHD method)
(torchhd.classifiers.DistHD method)
(torchhd.classifiers.IntRVFL method)
(torchhd.classifiers.LeHDC method)
(torchhd.classifiers.NeuralHD method)
(torchhd.classifiers.OnlineHD method)
(torchhd.classifiers.QuantHD method)
(torchhd.classifiers.SparseHD method)
(torchhd.classifiers.Vanilla method)
fit_ridge_regression() (torchhd.models.IntRVFL method)
Flags (class in torchhd.datasets)
forward() (torchhd.embeddings.Circular method)
(torchhd.embeddings.Density method)
(torchhd.embeddings.Empty method)
(torchhd.embeddings.FractionalPower method)
(torchhd.embeddings.Identity method)
(torchhd.embeddings.Level method)
(torchhd.embeddings.Projection method)
(torchhd.embeddings.Random method)
(torchhd.embeddings.Sinusoid method)
(torchhd.embeddings.Thermometer method)
(torchhd.models.Centroid method)
(torchhd.models.IntRVFL method)
FractionalPower (class in torchhd.embeddings)
from_edges() (torchhd.structures.Graph class method)
from_ngrams() (torchhd.structures.Multiset class method)
from_tensor() (torchhd.structures.BindSequence class method)
(torchhd.structures.BundleSequence class method)
(torchhd.structures.Multiset class method)
from_tensors() (torchhd.structures.HashTable class method)
G
get() (torchhd.structures.HashTable method)
get_leaf() (torchhd.structures.Tree method)
Glass (class in torchhd.datasets)
Graph (class in torchhd.structures)
graph() (in module torchhd)
H
HabermanSurvival (class in torchhd.datasets)
hamming_similarity() (in module torchhd)
hard_quantize() (in module torchhd)
hash_table() (in module torchhd)
HashTable (class in torchhd.structures)
HayesRoth (class in torchhd.datasets)
HeartCleveland (class in torchhd.datasets)
HeartHungarian (class in torchhd.datasets)
HeartSwitzerland (class in torchhd.datasets)
HeartVa (class in torchhd.datasets)
Hepatitis (class in torchhd.datasets)
HillValley (class in torchhd.datasets)
Hopfield (class in torchhd.memory)
hopfield() (in module torchhd.memory)
HorseColic (class in torchhd.datasets)
HRRTensor (class in torchhd)
I
Identity (class in torchhd.embeddings)
identity() (in module torchhd)
(torchhd.BaseMCRTensor class method)
(torchhd.BSBCTensor class method)
(torchhd.BSCTensor class method)
(torchhd.CGRTensor class method)
(torchhd.FHRRTensor class method)
(torchhd.HRRTensor class method)
(torchhd.MAPTensor class method)
(torchhd.MCRTensor class method)
(torchhd.VSATensor class method)
(torchhd.VTBTensor class method)
IlpdIndianLiver (class in torchhd.datasets)
ImageSegmentation (class in torchhd.datasets)
index() (torchhd.structures.Memory method)
index_to_value() (in module torchhd)
IntRVFL (class in torchhd.classifiers)
(class in torchhd.models)
inverse() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
Ionosphere (class in torchhd.datasets)
Iris (class in torchhd.datasets)
ISOLET (class in torchhd.datasets)
L
LedDisplay (class in torchhd.datasets)
left (torchhd.structures.Tree property)
LeHDC (class in torchhd.classifiers)
Lenses (class in torchhd.datasets)
Letter (class in torchhd.datasets)
Level (class in torchhd.embeddings)
level() (in module torchhd)
Libras (class in torchhd.datasets)
LowResSpect (class in torchhd.datasets)
LungCancer (class in torchhd.datasets)
Lymphography (class in torchhd.datasets)
M
Magic (class in torchhd.datasets)
Mammographic (class in torchhd.datasets)
map_range() (in module torchhd)
MAPTensor (class in torchhd)
MCRTensor (class in torchhd)
Memory (class in torchhd.structures)
Miniboone (class in torchhd.datasets)
modern_hopfield() (in module torchhd.memory)
module
torchhd.datasets
MolecBiolPromoter (class in torchhd.datasets)
MolecBiolSplice (class in torchhd.datasets)
Monks1 (class in torchhd.datasets)
Monks2 (class in torchhd.datasets)
Monks3 (class in torchhd.datasets)
multibind() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
multibundle() (torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
multirandsel() (in module torchhd)
Multiset (class in torchhd.structures)
multiset() (in module torchhd)
Mushroom (class in torchhd.datasets)
Musk1 (class in torchhd.datasets)
Musk2 (class in torchhd.datasets)
N
name (torchhd.datasets.UCIClassificationBenchmark.DatasetEntry attribute)
negative() (in module torchhd)
(torchhd.BSCTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
NeuralHD (class in torchhd.classifiers)
ngrams() (in module torchhd)
node_neighbors() (torchhd.structures.Graph method)
normalize() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.models.Centroid method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
Nursery (class in torchhd.datasets)
O
OnlineHD (class in torchhd.classifiers)
OocytesMerlucciusNucleus4d (class in torchhd.datasets)
OocytesMerlucciusStates2f (class in torchhd.datasets)
OocytesTrisopterusNucleus2f (class in torchhd.datasets)
OocytesTrisopterusStates5b (class in torchhd.datasets)
Optical (class in torchhd.datasets)
Ozone (class in torchhd.datasets)
P
PageBlocks (class in torchhd.datasets)
PAMAP (class in torchhd.datasets)
Parkinsons (class in torchhd.datasets)
Pendigits (class in torchhd.datasets)
permute() (in module torchhd)
(torchhd.BaseMCRTensor method)
(torchhd.BSBCTensor method)
(torchhd.BSCTensor method)
(torchhd.CGRTensor method)
(torchhd.FHRRTensor method)
(torchhd.HRRTensor method)
(torchhd.MAPTensor method)
(torchhd.MCRTensor method)
(torchhd.VSATensor method)
(torchhd.VTBTensor method)
Pima (class in torchhd.datasets)
PittsburgBridgesMaterial (class in torchhd.datasets)
PittsburgBridgesRelL (class in torchhd.datasets)
PittsburgBridgesSpan (class in torchhd.datasets)
PittsburgBridgesTOrD (class in torchhd.datasets)
PittsburgBridgesType (class in torchhd.datasets)
Planning (class in torchhd.datasets)
PlantMargin (class in torchhd.datasets)
PlantShape (class in torchhd.datasets)
PlantTexture (class in torchhd.datasets)
plot_pair_similarity() (in module torchhd.utils)
plot_similarity() (in module torchhd.utils)
pop() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
popleft() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
PostOperative (class in torchhd.datasets)
predict() (torchhd.classifiers.AdaptHD method)
(torchhd.classifiers.Classifier method)
(torchhd.classifiers.CompHD method)
(torchhd.classifiers.DistHD method)
(torchhd.classifiers.IntRVFL method)
(torchhd.classifiers.LeHDC method)
(torchhd.classifiers.NeuralHD method)
(torchhd.classifiers.OnlineHD method)
(torchhd.classifiers.QuantHD method)
(torchhd.classifiers.SparseHD method)
(torchhd.classifiers.Vanilla method)
PrimaryTumor (class in torchhd.datasets)
Projection (class in torchhd.embeddings)
Q
QuantHD (class in torchhd.classifiers)
R
Random (class in torchhd.embeddings)
random() (in module torchhd)
(torchhd.BaseMCRTensor class method)
(torchhd.BSBCTensor class method)
(torchhd.BSCTensor class method)
(torchhd.CGRTensor class method)
(torchhd.FHRRTensor class method)
(torchhd.HRRTensor class method)
(torchhd.MAPTensor class method)
(torchhd.MCRTensor class method)
(torchhd.VSATensor class method)
(torchhd.VTBTensor class method)
randsel() (in module torchhd)
read() (torchhd.memory.Hopfield method)
(torchhd.memory.SparseDistributed method)
remove() (torchhd.structures.HashTable method)
(torchhd.structures.Multiset method)
replace() (torchhd.structures.BindSequence method)
(torchhd.structures.BundleSequence method)
(torchhd.structures.HashTable method)
report() (torchhd.datasets.UCIClassificationBenchmark method)
reset_parameters() (torchhd.embeddings.FractionalPower method)
resonator() (in module torchhd)
ridge_regression() (in module torchhd)
right (torchhd.structures.Tree property)
Ringnorm (class in torchhd.datasets)
S
score() (torchhd.datasets.UCIClassificationBenchmark method)
Seeds (class in torchhd.datasets)
Semeion (class in torchhd.datasets)
Sinusoid (class in torchhd.embeddings)
soft_quantize() (in module torchhd)
Soybean (class in torchhd.datasets)
Spambase (class in torchhd.datasets)
SparseDistributed (class in torchhd.memory)
SparseHD (class in torchhd.classifiers)
Spect (class in torchhd.datasets)
Spectf (class in torchhd.datasets)
StatlogAustralianCredit (class in torchhd.datasets)
StatlogGermanCredit (class in torchhd.datasets)
StatlogHeart (class in torchhd.datasets)
StatlogImage (class in torchhd.datasets)
StatlogLandsat (class in torchhd.datasets)
StatlogShuttle (class in torchhd.datasets)
StatlogVehicle (class in torchhd.datasets)
SteelPlates (class in torchhd.datasets)
SyntheticControl (class in torchhd.datasets)
T
Teaching (class in torchhd.datasets)
test (torchhd.datasets.UCIClassificationBenchmark.DatasetEntry attribute)
Thermometer (class in torchhd.embeddings)
thermometer() (in module torchhd)
Thyroid (class in torchhd.datasets)
TicTacToe (class in torchhd.datasets)
Titanic (class in torchhd.datasets)
torchhd.datasets
module
train (torchhd.datasets.UCIClassificationBenchmark.DatasetEntry attribute)
Trains (class in torchhd.datasets)
transition() (torchhd.structures.FiniteStateAutomata method)
Tree (class in torchhd.structures)
Twonorm (class in torchhd.datasets)
U
UCIClassificationBenchmark (class in torchhd.datasets)
UCIClassificationBenchmark.DatasetEntry (class in torchhd.datasets)
UCIHAR (class in torchhd.datasets)
V
value_to_index() (in module torchhd)
Vanilla (class in torchhd.classifiers)
VertebralColumn2Clases (class in torchhd.datasets)
VertebralColumn3Clases (class in torchhd.datasets)
VSATensor (class in torchhd)
VTBTensor (class in torchhd)
W
WallFollowing (class in torchhd.datasets)
Waveform (class in torchhd.datasets)
WaveformNoise (class in torchhd.datasets)
weight (torchhd.models.Centroid attribute)
(torchhd.models.IntRVFL attribute)
Wine (class in torchhd.datasets)
WineQualityRed (class in torchhd.datasets)
WineQualityWhite (class in torchhd.datasets)
write() (torchhd.memory.Hopfield method)
(torchhd.memory.SparseDistributed method)
Y
Yeast (class in torchhd.datasets)
Z
Zoo (class in torchhd.datasets)