recbole.model.general_recommender

• AsymKNN
  • AsymKNN.calculate_loss()
  • AsymKNN.forward()
  • AsymKNN.full_sort_predict()
  • AsymKNN.input_type
  • AsymKNN.predict()
  • AsymKNN.training
  • AsymKNN.type
• ComputeSimilarity
  • ComputeSimilarity.compute_asym_similarity()
• ADMMSLIM
• ADMMSLIM
  • ADMMSLIM.calculate_loss()
  • ADMMSLIM.forward()
  • ADMMSLIM.full_sort_predict()
  • ADMMSLIM.input_type
  • ADMMSLIM.predict()
  • ADMMSLIM.training
  • ADMMSLIM.type
• add_noise()
• soft_threshold()
• zero_mean_columns()
• 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
• DiffRec
• DNN
  • DNN.forward()
  • DNN.training
• DiffRec
  • DiffRec.SNR()
  • DiffRec.build_histroy_items()
  • DiffRec.calculate_for_diffusion()
  • DiffRec.calculate_loss()
  • DiffRec.full_sort_predict()
  • DiffRec.get_betas()
  • DiffRec.input_type
  • DiffRec.p_mean_variance()
  • DiffRec.p_sample()
  • DiffRec.predict()
  • DiffRec.q_posterior_mean_variance()
  • DiffRec.q_sample()
  • DiffRec.reweight_loss()
  • DiffRec.sample_timesteps()
  • DiffRec.training
  • DiffRec.update_Lt_history()
• ModelMeanType
  • ModelMeanType.EPSILON
  • ModelMeanType.START_X
• betas_for_alpha_bar()
• betas_from_linear_variance()
• mean_flat()
• normal_kl()
• timestep_embedding()
• EASE
• EASE
  • EASE.calculate_loss()
  • EASE.forward()
  • EASE.full_sort_predict()
  • EASE.input_type
  • EASE.predict()
  • EASE.training
  • EASE.type
• ENMF
• ENMF
  • ENMF.calculate_loss()
  • ENMF.forward()
  • ENMF.full_sort_predict()
  • ENMF.input_type
  • ENMF.predict()
  • ENMF.reg_loss()
  • ENMF.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
• DiffRec
• AutoEncoder
  • AutoEncoder.Decode()
  • AutoEncoder.Encode()
  • AutoEncoder.reparamterization()
  • AutoEncoder.training
• LDiffRec
  • LDiffRec.calculate_loss()
  • LDiffRec.full_sort_predict()
  • LDiffRec.predict()
  • LDiffRec.training
• compute_loss()
• 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()
• NCE-PLRec
• NCEPLRec
  • NCEPLRec.calculate_loss()
  • NCEPLRec.forward()
  • NCEPLRec.full_sort_predict()
  • NCEPLRec.input_type
  • NCEPLRec.predict()
  • NCEPLRec.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
• 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
• NNCF
• NNCF
  • NNCF.Max_ner()
  • NNCF.calculate_loss()
  • NNCF.forward()
  • NNCF.get_community_member()
  • NNCF.get_neigh_info()
  • NNCF.get_neigh_knn()
  • NNCF.get_neigh_louvain()
  • NNCF.get_neigh_random()
  • NNCF.input_type
  • NNCF.predict()
  • NNCF.prepare_vector_element()
  • NNCF.training
• Pop
• Pop
  • Pop.calculate_loss()
  • Pop.forward()
  • Pop.full_sort_predict()
  • Pop.input_type
  • Pop.predict()
  • Pop.training
  • Pop.type
• RaCT
• RaCT
  • RaCT.calculate_ac_loss()
  • RaCT.calculate_actor_loss()
  • RaCT.calculate_critic_loss()
  • RaCT.calculate_loss()
  • RaCT.calculate_ndcg()
  • RaCT.construct_critic_input()
  • RaCT.construct_critic_layers()
  • RaCT.critic_forward()
  • RaCT.forward()
  • RaCT.full_sort_predict()
  • RaCT.input_type
  • RaCT.mlp_layers()
  • RaCT.predict()
  • RaCT.reparameterize()
  • RaCT.training
• Random
• Random
  • Random.calculate_loss()
  • Random.forward()
  • Random.full_sort_predict()
  • Random.input_type
  • Random.predict()
  • Random.training
  • Random.type
• RecVAE
• CompositePrior
  • CompositePrior.forward()
  • CompositePrior.training
• Encoder
  • Encoder.forward()
  • Encoder.training
• RecVAE
  • RecVAE.calculate_loss()
  • RecVAE.forward()
  • RecVAE.full_sort_predict()
  • RecVAE.input_type
  • RecVAE.predict()
  • RecVAE.reparameterize()
  • RecVAE.training
  • RecVAE.update_prior()
• log_norm_pdf()
• swish()
• 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
• SLIMElastic
• SLIMElastic
  • SLIMElastic.calculate_loss()
  • SLIMElastic.forward()
  • SLIMElastic.full_sort_predict()
  • SLIMElastic.input_type
  • SLIMElastic.predict()
  • SLIMElastic.training
  • SLIMElastic.type
• 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