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Swan's Projects

acf icon acf

Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention

atrank icon atrank

An Attention-Based User Behavior Modeling Framework for Recommendation

awesome-deep-learning-papers-for-search-recommendation-advertising icon awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

convmf icon convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

ctrnet-tool icon ctrnet-tool

This's the tool for CTR, including FM, FFM, NFFM and so on.

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deeplearning icon deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deeprec icon deeprec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

deeprec-1 icon deeprec-1

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的同意

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