OnYuKang

Recommendation-systems-paperlist

Papers about recommendation systems that I am interested in

Music-Signal-Processing

GAN_DCGAN

Vanilla GAN and DCGAN

MF-Frontier

SNU CSE frontier

2019

ALFM

CDL

Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

Personal_paper_review

Personal_paper_review

STAMP

Collaborative-Deep-Learning-for-Recommender-Systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset. The resluts are summarized in "collaborative-deep-learning.pdf".

DeepCoNN

This is our implementation of DeepCoNN

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

embedding_revised_act_classifier_tensorflow

HGN

Hierarchical Gating Networks for Sequential Recommendation

learning-spark

Example code from Learning Spark book

NARRE

This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations

nextitnet

A Simple Convolutional Generative Network for Next Item Recommendation

node2vec

node2vec-1

Implementation of the node2vec algorithm.

onyukang.github.io

:ramen: Minimalist Jekyll Template

paper-reviews

weekly reinforcement learning paper reviews

Paper_Reading_List

Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

sessionRec_NARM

Splitter

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

SR-GNN

Source code and datasets for paper "Session-based Recommendation with Graph Neural Networks"

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Transformer_tensorflow

Implementation for "Attention is all you need"

TransNets