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leoli2012's Projects

ctrnet-tool icon ctrnet-tool

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

d2l-zh icon d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157)教材。面向中文读者、能运行、可讨论。

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

gbdt icon gbdt

A simple GBDT in Python

gbdt_lr_in_recsys icon gbdt_lr_in_recsys

Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.

gbdt_simple_tutorial icon gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ml_cia icon ml_cia

公众号: 机器学习荐货情报局 所有代码

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

visual_search icon visual_search

A visual search engine based on Elasticsearch and Tensorflow

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