Index

_

__post_init__() (linmult.core.config.LinMulTConfig method) (linmult.core.config.LinTConfig method)

A

ActivationFunctionFeatureMap (class in linmult.core.attention) AdaptiveAvgPooling (class in linmult.core.temporal) AdaptiveMaxPooling (class in linmult.core.temporal) apply_logit_aggregation() (in module linmult.core.utils)

apply_to_list() (linmult.core.temporal.TRM method) AttentionConfig (class in linmult.core.attention) AttentionFactory (class in linmult.core.attention) AttentionLayer (class in linmult.core.attention) AttentionPooling (class in linmult.core.temporal)

B

BaseHead (class in linmult.core.heads) BigBirdAttention (class in linmult.core.attention)

BN (class in linmult.core.norm) build_attention_config() (linmult.core.config.LinMulTConfig method) (linmult.core.config.LinTConfig method)

C

create() (linmult.core.attention.AttentionFactory static method) create_aligner() (linmult.core.temporal.TemporalFactory static method) create_head() (linmult.core.heads.HeadFactory class method)

create_reducer() (linmult.core.temporal.TemporalFactory static method) CrossModalBranch (class in linmult.core.branch) CrossModalModule (class in linmult.core.branch)

D

DownsampleHead (class in linmult.core.heads)

E

EluFeatureMap (class in linmult.core.attention) extra_repr() (linmult.core.heads.BaseHead method) (linmult.core.temporal.TAM method) (linmult.core.transformer.TransformerEncoder method) (linmult.models.LinMulT.LinMulT method) (linmult.models.LinT.LinT method)

F

factory() (linmult.core.attention.FeatureMap class method) FeatureMap (class in linmult.core.attention) FFNResidual (class in linmult.core.ffn) forward() (linmult.core.attention.ActivationFunctionFeatureMap method) (linmult.core.attention.AttentionLayer method) (linmult.core.attention.BigBirdAttention method) (linmult.core.attention.FeatureMap method) (linmult.core.attention.GatedAttentionUnit method) (linmult.core.attention.LinearAttention method) (linmult.core.attention.PerformerFeatureMap method) (linmult.core.attention.SoftmaxAttention method) (linmult.core.branch.CrossModalBranch method) (linmult.core.branch.CrossModalModule method) (linmult.core.branch.MultimodalSignal method) (linmult.core.ffn.FFNResidual method) (linmult.core.fusion.FusionModule method) (linmult.core.heads.DownsampleHead method) (linmult.core.heads.HeadModule method) (linmult.core.heads.SequenceAggregationHead method) (linmult.core.heads.SequenceHead method) (linmult.core.heads.SimpleHead method) (linmult.core.heads.UpsampleHead method) (linmult.core.heads.VectorHead method) (linmult.core.norm.BN method) (linmult.core.norm.IN method) (linmult.core.pe.PositionalEncoding method) (linmult.core.projection.ProjectionModule method) (linmult.core.temporal.AdaptiveAvgPooling method) (linmult.core.temporal.AdaptiveMaxPooling method) (linmult.core.temporal.AttentionPooling method) (linmult.core.temporal.GlobalAvgPooling method) (linmult.core.temporal.GlobalMaxPooling method) (linmult.core.temporal.LastTimestamp method) (linmult.core.temporal.TAM method) (linmult.core.temporal.TemporalPadding method) (linmult.core.temporal.TRM method) (linmult.core.transformer.TransformerEncoder method) (linmult.core.transformer.TransformerEncoderLayer method) (linmult.models.LinMulT.LinMulT method) (linmult.models.LinT.LinT method)

forward_keys() (linmult.core.attention.FeatureMap method) forward_queries() (linmult.core.attention.FeatureMap method) from_config() (linmult.core.heads.BaseHead class method) from_dict() (linmult.core.config.HeadConfig class method) (linmult.core.config.LinMulTConfig class method) (linmult.core.config.LinTConfig class method) from_yaml() (linmult.core.config.LinMulTConfig class method) (linmult.core.config.LinTConfig class method) FusionModule (class in linmult.core.fusion)

G

GatedAttentionUnit (class in linmult.core.attention)

GlobalAvgPooling (class in linmult.core.temporal) GlobalMaxPooling (class in linmult.core.temporal)

H

HeadConfig (class in linmult.core.config)

HeadFactory (class in linmult.core.heads) HeadModule (class in linmult.core.heads)

I

IN (class in linmult.core.norm)

L

LastTimestamp (class in linmult.core.temporal) LinearAttention (class in linmult.core.attention) linmult module LinMulT (class in linmult.models.LinMulT) linmult.core module linmult.core.attention module linmult.core.branch module linmult.core.config module linmult.core.ffn module linmult.core.fusion module linmult.core.heads module linmult.core.norm module

linmult.core.pe module linmult.core.projection module linmult.core.temporal module linmult.core.transformer module linmult.core.utils module linmult.models module linmult.models.LinMulT module linmult.models.LinT module LinMulTConfig (class in linmult.core.config) LinT (class in linmult.models.LinT) LinTConfig (class in linmult.core.config) load_config() (in module linmult.core.utils)

M

module linmult linmult.core linmult.core.attention linmult.core.branch linmult.core.config linmult.core.ffn linmult.core.fusion linmult.core.heads linmult.core.norm linmult.core.pe linmult.core.projection linmult.core.temporal linmult.core.transformer linmult.core.utils linmult.models linmult.models.LinMulT linmult.models.LinT

MultimodalSignal (class in linmult.core.branch)

N

new_feature_map() (linmult.core.attention.ActivationFunctionFeatureMap method) (linmult.core.attention.FeatureMap method) (linmult.core.attention.PerformerFeatureMap method)

O

output_dim (linmult.core.branch.CrossModalModule property) (linmult.core.fusion.FusionModule property)

P

PerformerFeatureMap (class in linmult.core.attention)

PositionalEncoding (class in linmult.core.pe) ProjectionModule (class in linmult.core.projection)

R

register_head() (linmult.core.heads.HeadFactory class method)

S

SequenceAggregationHead (class in linmult.core.heads) SequenceHead (class in linmult.core.heads)

SimpleHead (class in linmult.core.heads) SoftmaxAttention (class in linmult.core.attention)

T

TAM (class in linmult.core.temporal) TemporalFactory (class in linmult.core.temporal) TemporalPadding (class in linmult.core.temporal)

TransformerEncoder (class in linmult.core.transformer) TransformerEncoderLayer (class in linmult.core.transformer) TRM (class in linmult.core.temporal)

U

UpsampleHead (class in linmult.core.heads)

V

VectorHead (class in linmult.core.heads)