tinkle1129

embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

deepx_core

deepx_core是一个专注于张量计算/深度学习的基础库

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

hin2vec

Heterogeneous information network representation learning

JUST

GraphWaveletNeuralNetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

DeepGBM

SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks

tianchi_OGeek

在搜索业务下有一个场景叫实时搜索（Instance Search）,就是在用户不断输入过程中，实时返回查询结果。 此次赛题来自OPPO手机搜索排序优化的一个子场景，并做了相应的简化，意在解决query-title语义匹配的问题。简化后，本次题目内容主要为一个实时搜索场景下query-title的ctr预估问题。

dssm

DSSM and Multi-View DSSM

ATRank

An Attention-Based User Behavior Modeling Framework for Recommendation

DeepCTR

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

Chinese_Rumor_Dataset

中文谣言数据

OpenLearning4DeepRecsys

Some deep learning based recsys for open learning.

xxHash

Extremely fast non-cryptographic hash algorithm

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

neural_collaborative_filtering

Neural Collaborative Filtering

outbrain-click-prediction-kaggle

Solution to the Outbrain Click Prediction competition

LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

Ad-papers

Papers on Computational Advertising