1202zhyl

_posts

Ad-papers

Papers on Computational Advertising

attention_keras

Keras Layer implementation of Attention

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Deep-Learning-In-Production

Develop production ready deep learning code, deploy it and scale it

Deep-Listwise-Context-Model-for-Ranking-Refinement

A Tensorflow implementation of the Deep Listwise Context Model (DLCM) for ranking refinement.

deep_ctr

deep_learning_estimator

深度学习在推荐算法的ctr预估等场景中的应用，该项目使用tensorflow estimator进行封装，包括dnn、deepfm、din、autoint等模型

DeepCF

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

DeepInterestNetwork

deepwalk_node2vector_eges

将deepwalk、node2vector和阿里的文章:Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba用代码实现

dl-on-flink

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

drr

code for the paper "Personalized Re-ranking for E-commerce Recommender Systems"

hnswlib

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

interview

Interview questions

k8s-source-code-analysis

《k8s-1.13版本源码分析》

kubernetes-starter

kubernetes入门，包括kubernetes概念，架构设计，集群环境搭建，认证授权等。

netty-in-action

node2vec

poeem

A library for end-to-end learning of embedding index and retrieval model

RecQ

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

recsys

RSPapers

Must-read papers on Recommender System.

SERank

An efficient and effective learning to rank algorithm by mining information across ranking candidates. This repository contains the tensorflow implementation of SERank model. The code is developed based on TF-Ranking.

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

SwordOffer

《剑指offer》Java版代码实现

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Tree_Deep_Model

Deep neural network model based on the tree

wukong-recommendation

Implements the paper "Wukong: Towards a Scaling Law for Large-Scale Recommendation" from Meta.