【文件预览】：
DLNotes-main
----Paper()
--------SSR_Survy.md(11KB)
--------PinSage.md(5KB)
--------Toward_the_next_generation_of_recommender_systems_a_survey_of_the_state-of-the-art_and_possible_extensions.md(3KB)
--------Representation_Learning_with_Constrastive_Predictive_Coding.md(6KB)
--------SGL.md(4KB)
--------ImprovedGRU4Rec.md(4KB)
--------Recurrent_Neural_Networks_with_Top-k_Gains_for_Session-based_Recommendations.md(7KB)
--------GAT.md(4KB)
--------Semi_GCN.md(6KB)
--------Momentum_Contrast_for_Unsupervised_Visual_Representation_Learning.md(4KB)
--------SimGCL.md(4KB)
--------GCN.md(9KB)
--------Personalizing_Session-based_Recommendations_with_Hierarchical_Recurrent_Neural_Networks.md(4KB)
--------GNNRec_Survey.md(9KB)
--------GraphSAGE.md(4KB)
--------CL4SRec.md(3KB)
--------PCL.md(5KB)
--------Unsupervised_Embedding_Learning_via_Invariant_and_Spreading_Instance_Feature.md(5KB)
--------Mutual_Information_Neural_Estimation.md(5KB)
--------Neural_Attentive_Session-based_Recommendation.md(4KB)
--------S3Rec.md(4KB)
--------GC-SAN.md(2KB)
--------Session-Based_Recommendations_with_recurrent_neural_networks.md(5KB)
--------COTREC.md(957B)
--------Disentangled_Self-Supervision_in_Sequential_Recommenderss.md(7KB)
--------GGNN.md(4KB)
--------CMC.md(6KB)
--------Self-Attentive_Sequential_Recommendation.md(6KB)
--------SRGNN.md(3KB)
--------BUIR.md(3KB)
--------STAMP.md(4KB)
--------FDSA.md(3KB)
--------MixGCF.md(3KB)
--------ContraRec.md(2KB)
--------BERT4Rec.md(5KB)
--------DeepInfoMax.md(9KB)
--------Unsupervised_Feature_Learning_via_Non-Parametric_Instance_Discrimination.md(4KB)
--------FGNN.md(4KB)
--------Caser.md(6KB)
--------NGCF.md(5KB)
--------LightGCN.md(5KB)
--------A-PGNN.md(3KB)
--------TemplateNote.md(233B)
--------ICL.md(736B)
--------GCL4SR.md(0B)
----BookRecords.md(261B)
----Book()
--------深度学习推荐系统.md(16KB)
--------images()
--------动手学习深度学习Pytorch版-卷积神经网络.ipynb(67KB)
--------动手学习深度学习Pytorch版-深度学习计算.ipynb(43KB)
--------动手学习深度学习Pytorch版.md(515B)
--------推荐系统.md(142B)
--------深度学习.md(108B)
--------推荐系统实战.md(2KB)
--------动手学习深度学习Pytorch版-计算机视觉.ipynb(3.75MB)
--------动手学习深度学习Pytorch版-深度学习基础.ipynb(768KB)
--------动手学习深度学习Pytorch版-优化算法.ipynb(859KB)
--------.ipynb_checkpoints()
--------动手学习深度学习Pytorch版-循环神经网络.ipynb(50KB)
----PaperRecords.md(25KB)
----README.md(147B)