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shenweichen/DeepCTR: v0.8.3

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 12 Sep 2020Publisher:Zenodo
Authors: Christian Clauss; espylapiza; Harshit Pande; Jan Hartman; Yanhua Huang; TanTingyi;

doi: 10.5281/zenodo.4421413 , 10.5281/zenodo.4079159 , 10.5281/zenodo.4025475

shenweichen/DeepCTR: v0.8.3

Abstract

Change Log Major Features and Improvements Add DCN V2 Chinese Introducton DCN V2:Google提出改进版DCN,用于大规模排序系统的特征交叉学习 @zanshuxun Add transform_fn for DenseFeat doc @workingloong API changes The output shape of BilinearInteraction Layer used in FiBiNET changed before:(batch_size, 1, filed_size*(filed_size-1)/2*embedding_size) now: (batch_size, filed_size*(filed_size-1)/2, embedding_size) Bug Fixes and Other Changes simplify methods in interaction.py

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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