recbole.model.general_recommender

• BPR
• BPR
  • BPR.calculate_loss()
  • BPR.forward()
  • BPR.full_sort_predict()
  • BPR.get_item_embedding()
  • BPR.get_user_embedding()
  • BPR.input_type
  • BPR.predict()
  • BPR.training
• CDAE
• CDAE
  • CDAE.calculate_loss()
  • CDAE.forward()
  • CDAE.full_sort_predict()
  • CDAE.input_type
  • CDAE.predict()
  • CDAE.training
• ConvNCF
• ConvNCF
  • ConvNCF.calculate_loss()
  • ConvNCF.forward()
  • ConvNCF.input_type
  • ConvNCF.predict()
  • ConvNCF.reg_loss()
  • ConvNCF.training
• ConvNCFBPRLoss
  • ConvNCFBPRLoss.forward()
  • ConvNCFBPRLoss.training
• DGCF
• DGCF
  • DGCF.build_matrix()
  • DGCF.calculate_loss()
  • DGCF.create_cor_loss()
  • DGCF.forward()
  • DGCF.full_sort_predict()
  • DGCF.input_type
  • DGCF.predict()
  • DGCF.training
• sample_cor_samples()
• DMF
• DMF
  • DMF.calculate_loss()
  • DMF.forward()
  • DMF.full_sort_predict()
  • DMF.get_item_embedding()
  • DMF.get_user_embedding()
  • DMF.input_type
  • DMF.predict()
  • DMF.training
• FISM
• FISM
  • FISM.calculate_loss()
  • FISM.forward()
  • FISM.full_sort_predict()
  • FISM.get_history_info()
  • FISM.input_type
  • FISM.inter_forward()
  • FISM.predict()
  • FISM.reg_loss()
  • FISM.training
  • FISM.user_forward()
• GCMC
• BiDecoder
  • BiDecoder.forward()
  • BiDecoder.training
• GCMC
  • GCMC.calculate_loss()
  • GCMC.forward()
  • GCMC.full_sort_predict()
  • GCMC.get_norm_adj_mat()
  • GCMC.get_sparse_eye_mat()
  • GCMC.input_type
  • GCMC.predict()
  • GCMC.training
• GcEncoder
  • GcEncoder.forward()
  • GcEncoder.training
• orthogonal()
• ItemKNN
• ComputeSimilarity
  • ComputeSimilarity.compute_similarity()
• ItemKNN
  • ItemKNN.calculate_loss()
  • ItemKNN.forward()
  • ItemKNN.full_sort_predict()
  • ItemKNN.input_type
  • ItemKNN.predict()
  • ItemKNN.training
  • ItemKNN.type
• LightGCN
• LightGCN
  • LightGCN.calculate_loss()
  • LightGCN.forward()
  • LightGCN.full_sort_predict()
  • LightGCN.get_ego_embeddings()
  • LightGCN.get_norm_adj_mat()
  • LightGCN.input_type
  • LightGCN.predict()
  • LightGCN.training
• LINE
• LINE
  • LINE.calculate_loss()
  • LINE.context_forward()
  • LINE.forward()
  • LINE.full_sort_predict()
  • LINE.get_used_ids()
  • LINE.get_user_id_list()
  • LINE.input_type
  • LINE.predict()
  • LINE.random_num()
  • LINE.sampler()
  • LINE.training
• NegSamplingLoss
  • NegSamplingLoss.forward()
  • NegSamplingLoss.training
• MacridVAE
• MacridVAE
  • MacridVAE.calculate_loss()
  • MacridVAE.forward()
  • MacridVAE.full_sort_predict()
  • MacridVAE.input_type
  • MacridVAE.mlp_layers()
  • MacridVAE.predict()
  • MacridVAE.reg_loss()
  • MacridVAE.reparameterize()
  • MacridVAE.training
• MultiDAE
• MultiDAE
  • MultiDAE.calculate_loss()
  • MultiDAE.forward()
  • MultiDAE.full_sort_predict()
  • MultiDAE.input_type
  • MultiDAE.mlp_layers()
  • MultiDAE.predict()
  • MultiDAE.training
• MultiVAE
• MultiVAE
  • MultiVAE.calculate_loss()
  • MultiVAE.forward()
  • MultiVAE.full_sort_predict()
  • MultiVAE.input_type
  • MultiVAE.mlp_layers()
  • MultiVAE.predict()
  • MultiVAE.reparameterize()
  • MultiVAE.training
• NAIS
• NAIS
  • NAIS.attention_mlp()
  • NAIS.calculate_loss()
  • NAIS.forward()
  • NAIS.full_sort_predict()
  • NAIS.get_history_info()
  • NAIS.input_type
  • NAIS.inter_forward()
  • NAIS.mask_softmax()
  • NAIS.predict()
  • NAIS.reg_loss()
  • NAIS.softmax()
  • NAIS.training
  • NAIS.user_forward()
• NeuMF
• NeuMF
  • NeuMF.calculate_loss()
  • NeuMF.dump_parameters()
  • NeuMF.forward()
  • NeuMF.input_type
  • NeuMF.load_pretrain()
  • NeuMF.predict()
  • NeuMF.training
• NGCF
• NGCF
  • NGCF.calculate_loss()
  • NGCF.forward()
  • NGCF.full_sort_predict()
  • NGCF.get_ego_embeddings()
  • NGCF.get_eye_mat()
  • NGCF.get_norm_adj_mat()
  • NGCF.input_type
  • NGCF.predict()
  • NGCF.training
• Pop
• Pop
  • Pop.calculate_loss()
  • Pop.forward()
  • Pop.full_sort_predict()
  • Pop.input_type
  • Pop.predict()
  • Pop.training
  • Pop.type
• SGL
• SGL
  • SGL.calc_bpr_loss()
  • SGL.calc_ssl_loss()
  • SGL.calculate_loss()
  • SGL.create_adjust_matrix()
  • SGL.csr2tensor()
  • SGL.forward()
  • SGL.full_sort_predict()
  • SGL.graph_construction()
  • SGL.input_type
  • SGL.predict()
  • SGL.rand_sample()
  • SGL.train()
  • SGL.training
• SimpleX
• SimpleX
  • SimpleX.calculate_loss()
  • SimpleX.forward()
  • SimpleX.full_sort_predict()
  • SimpleX.get_UI_aggregation()
  • SimpleX.get_cos()
  • SimpleX.input_type
  • SimpleX.predict()
  • SimpleX.training
• SpectralCF
• SpectralCF
  • SpectralCF.calculate_loss()
  • SpectralCF.forward()
  • SpectralCF.full_sort_predict()
  • SpectralCF.get_ego_embeddings()
  • SpectralCF.get_eye_mat()
  • SpectralCF.get_laplacian_matrix()
  • SpectralCF.input_type
  • SpectralCF.predict()
  • SpectralCF.training
• NCL
• NCL
  • NCL.ProtoNCE_loss()
  • NCL.calculate_loss()
  • NCL.e_step()
  • NCL.forward()
  • NCL.full_sort_predict()
  • NCL.get_ego_embeddings()
  • NCL.get_norm_adj_mat()
  • NCL.input_type
  • NCL.predict()
  • NCL.run_kmeans()
  • NCL.ssl_layer_loss()
  • NCL.training