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a-recsys

A Tensorflow based implicit recommender system

adversarial_personalized_ranking

Adversarial Learning, Matrix Factorization, Recommendation

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bpr_mpr

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

candidate-selection-tutorial

SIGIR 2017 Candidate Selection Tutorial (http://sigir.org/sigir2017/program/tutorials/#candidate)

caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

chameleon_recsys

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

character_recognition

clothing-recommender

ML

codes-for-rl-per

A novel DDPG method with prioritized experience replay (IEEE SMC 2017)

csc321_projects

This repo contains all the projects I completed for my first machine learning course

ctr-algorithms-ipinyou

在ipinyou数据集上实现了ctr预测常用算法

ctr_prediction

CTR prediction using FM FFM and DeepFM

deep-code-search

DeepCS: Deep Code Search

deep-learning

deep-reinforcement-learning-gym

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

deep-reinforcement-learning-recommendation-system

Deep-Reinforcement-Learning-Recommendation-System

deep_learning_recsys

Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepar

Tensorflow implementation of Amazon DeepAR

deepconn

This is our implementation of DeepCoNN

deepinterestnetwork

deeplearning

Deep Learning introduction and its application in various fields

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeprecommender

Deep learning for recommender systems

dien

drr

code for the paper "Personalized Context-Aware Re-ranking for E-commerce Recommendation Systems"

dssm

An implementation of the paper: Learning Deep Structured Semantic Models for Web Search using Clickthrough Data