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100-nlp-papers

100 Must-Read NLP Papers

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

amazon-din-tfrecord-estimator

benchmark

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

clsr

The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

ctr

CTR模型代码和学习笔记总结

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球200所大学采用教学。

daisyrec

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

data-analysis

Data Science Using Python

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deep_learning

基础的深度学习实验研究结果汇总笔记

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

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deep_recommenders

Deep Recommenders

deepctr

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

deepctr_sagemaker

DeepCTR on Amazon SageMaker, train and deploy, BYOC and BYOS

deepinterestnetwork

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deepr

The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators

deeptables

DeepTables: Deep-learning Toolkit for Tabular data

dien

dnn-rank

dnn rank tensorflow estimator implementation: wdl, deepfm, dcn, xdeepfm

dssm

A BiGRU-Attention DSSM implementation with tensorflow estimator.

dssm-1

DSSM and Multi-View DSSM

easyctr-release