recommendation-pytorch

基于王喆老师的深度学习推荐系统书籍，主要用pytorch实现了里面涉及到的算法，有很少数量的算法是用tf2.0实现的。在这个过程中也参考很多大佬的复现代码，希望自己能持续学习多多去实现。

里面涉及到的数据集都上传上去了，有些数据集比较大，传不上去，如有需要可以联系我，或者后期我弄一个百度网盘链接放上去

大家有任何问题还烦多多指教。

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
AutoInt		AutoInt
DIEN		DIEN
DIN		DIN
DSIN		DSIN
FiBiNet		FiBiNet
datasets		datasets
item2vec		item2vec
word2vec		word2vec
xDeepFM		xDeepFM
youtubeDNN		youtubeDNN
AFM.ipynb		AFM.ipynb
Autorec.ipynb		Autorec.ipynb
CF.ipynb		CF.ipynb
Deep&Cross.ipynb		Deep&Cross.ipynb
DeepCrossing.ipynb		DeepCrossing.ipynb
DeepFM.ipynb		DeepFM.ipynb
EGES.ipynb		EGES.ipynb
FFM.ipynb		FFM.ipynb
FM.ipynb		FM.ipynb
FNN.ipynb		FNN.ipynb
GBDT+LR.ipynb		GBDT+LR.ipynb
LS-PLM.ipynb		LS-PLM.ipynb
NFM.ipynb		NFM.ipynb
NeuralCF.ipynb		NeuralCF.ipynb
PNN.ipynb		PNN.ipynb
README.md		README.md
Wide&Deep.ipynb		Wide&Deep.ipynb
deepwalk.ipynb		deepwalk.ipynb
lr.ipynb		lr.ipynb
matrix_decomposition.ipynb		matrix_decomposition.ipynb
node2vec.ipynb		node2vec.ipynb
poly2.ipynb		poly2.ipynb

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