CTR Algorithm
根据论文, 博客, 知乎等方式学习一些CTR相关的算法
理解原理并自己动手来实现一遍
pytorch & tf2.0
保持一颗学徒的心！
一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）
Overview
Owner
luo han
ML & data mining & computational advertising & recommendation & bioinformatics.
Now working on advertising and recommendations
SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]
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code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022
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Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).
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Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.
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