OpenKE.module.model.RESCAL.RESCAL Class Reference

Inheritance diagram for OpenKE.module.model.RESCAL.RESCAL:

Collaboration diagram for OpenKE.module.model.RESCAL.RESCAL:

Public Member Functions
	__init__ (self, ent_tot, rel_tot, dim=100)
	forward (self, data)
	regularization (self, data)
	predict (self, data)
Public Member Functions inherited from OpenKE.module.model.Model.Model
Public Member Functions inherited from OpenKE.module.BaseModule.BaseModule
	load_checkpoint (self, path)
	save_checkpoint (self, path)
	load_parameters (self, path)
	save_parameters (self, path)
	get_parameters (self, mode="numpy", param_dict=None)
	set_parameters (self, parameters)

Public Attributes
	dim = dim
	ent_embeddings = nn.Embedding(self.ent_tot, self.dim)
	rel_matrices = nn.Embedding(self.rel_tot, self.dim * self.dim)
Public Attributes inherited from OpenKE.module.model.Model.Model
	ent_tot = ent_tot
	rel_tot = rel_tot
Public Attributes inherited from OpenKE.module.BaseModule.BaseModule
	zero_const = nn.Parameter(torch.Tensor([0]))
	pi_const = nn.Parameter(torch.Tensor([3.14159265358979323846]))

Protected Member Functions
	_calc (self, h, t, r)

Constructor & Destructor Documentation

__init__()

OpenKE.module.model.RESCAL.RESCAL.__init__	(		self,
			ent_tot,
			rel_tot,
			dim = 100 )

Reimplemented from OpenKE.module.model.Model.Model.

Member Function Documentation

forward()

OpenKE.module.model.RESCAL.RESCAL.forward	(		self,
			data )

Reimplemented from OpenKE.module.model.Model.Model.

predict()

OpenKE.module.model.RESCAL.RESCAL.predict	(		self,
			data )

Reimplemented from OpenKE.module.model.Model.Model.

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The documentation for this class was generated from the following file:

• seed_embeddings/OpenKE/module/model/RESCAL.py