pykeen.nn
PyKEEN 内部的“nn”模块。
神经网络
- 状态交互模块
- Classes
- Interaction
InteractionInteraction.dimensionsInteraction.entity_shapeInteraction.head_indicesInteraction.head_shapeInteraction.is_complexInteraction.relation_shapeInteraction.tail_indicesInteraction.tail_shapeInteraction.value_rangeInteraction.forward()Interaction.reset_parameters()Interaction.score()Interaction.score_h()Interaction.score_hrt()Interaction.score_r()Interaction.score_t()
- FunctionalInteraction
- NormBasedInteraction
- MonotonicAffineTransformationInteraction
- ClampedInteraction
- DirectionAverageInteraction
- AutoSFInteraction
- BoxEInteraction
- ComplExInteraction
- ConvEInteraction
- ConvKBInteraction
- CPInteraction
- CrossEInteraction
- DistMAInteraction
- DistMultInteraction
- ERMLPEInteraction
- ERMLPInteraction
- HolEInteraction
- KG2EInteraction
- LineaREInteraction
- MultiLinearTuckerInteraction
- MuREInteraction
- NTNInteraction
- PairREInteraction
- ProjEInteraction
- QuatEInteraction
- RESCALInteraction
- RotatEInteraction
- SEInteraction
- SimplEInteraction
- TorusEInteraction
- TransDInteraction
- TransEInteraction
- TransFInteraction
- TransformerInteraction
- TransHInteraction
- TransRInteraction
- TripleREInteraction
- TuckERInteraction
- UMInteraction
- Interaction
- Variables
- 类继承图
- Classes
- Similarity
- Representation
- Classes
- Representation
- Embedding
- LowRankRepresentation
- CompGCNLayer
- CombinedCompGCNRepresentations
- PartitionRepresentation
- BackfillRepresentation
- SingleCompGCNRepresentation
- SubsetRepresentation
- CombinedRepresentation
- TensorTrainRepresentation
- TransformedRepresentation
- TextRepresentation
- CachedTextRepresentation
- WikidataTextRepresentation
- BiomedicalCURIERepresentation
- 类继承图
- Classes
- 初始化
- 消息传递
- PyG Message Passing
- Weighting
- Combinations
- Compositions
- Perceptron
- Utilities
- NodePiece
- pykeen.nn.node_piece 包
- Classes
- AnchorSearcher
- ScipySparseAnchorSearcher
- SparseBFSSearcher
- CSGraphAnchorSearcher
- PersonalizedPageRankAnchorSearcher
- AnchorSelection
- SingleSelection
- DegreeAnchorSelection
- MixtureAnchorSelection
- PageRankAnchorSelection
- RandomAnchorSelection
- Tokenizer
- RelationTokenizer
- AnchorTokenizer
- MetisAnchorTokenizer
- PrecomputedPoolTokenizer
- PrecomputedTokenizerLoader
- GalkinPrecomputedTokenizerLoader
- TorchPrecomputedTokenizerLoader
- TokenizationRepresentation
- NodePieceRepresentation
- HashDiversityInfo
- 类继承图
- Classes
- pykeen.nn.node_piece 包
- 文本编码器
- Vision Encoders