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又携书剑路茫茫

Word2Vec

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DCN-v2：其实就是把DCN的交叉层改成了矩阵化设计

Featured image of post DCN-v2：其实就是把DCN的交叉层改成了矩阵化设计

DCN：异构模型 Wide 侧引入高阶交叉

Featured image of post DCN：异构模型 Wide 侧引入高阶交叉

DeepFM：异构模型 Wide 侧引入 FM

Featured image of post DeepFM：异构模型 Wide 侧引入 FM

Wide & Deep，异构模型奠基者

Featured image of post Wide & Deep，异构模型奠基者

召回层评估指标都有啥

Featured image of post 召回层评估指标都有啥

精排层评估指标都有啥

Featured image of post 精排层评估指标都有啥

GBDT，或许是最好的算法之一（下）

Featured image of post GBDT，或许是最好的算法之一（下）

GBDT，从提升走向梯度提升（上）

Featured image of post GBDT，从提升走向梯度提升（上）

Practical Lessons from Predicting Clicks on Ads at Facebook

Featured image of post Practical Lessons from Predicting Clicks on Ads at Facebook