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algorithms

Minimal examples of data structures and algorithms in Python

decision-tree-visualization-spark

🌲 Decision Tree Visualization for Apache Spark

deep_neural_networks_for_youtube_recommendations

根据deep_neural_networks_for_youtube_recommendations文章用tensorflow搭建dnn，然后用org.tensorflow加载模型并用spark预测

deep_recommenders

Deep Recommenders

deepctr

deepctr-torch

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

easyrec

A framework for large scale recommendation algorithms.

flink-commodity-recommendation-system

:whale:基于 Flink 的商品实时推荐系统。当用户产生评分行为时，数据由 kafka 发送到 flink，根据用户历史评分行为进行实时和离线推荐。实时推荐包括：基于行为和实时热门，离线推荐包括：历史热门、历史优质商品和 itemcf 。

gorse

An open source recommender system service written in Go

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise等，包含经典推荐系统数据集criteo 、movielens等

pytorch-fm

Factorization Machine models in PyTorch

recommenders

Best Practices on Recommendation Systems

recommenders-1

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

sigir2020_peterrec

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

sparrowrecsys

A Deep Learning Recommender System

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-xnn

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.