这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。使用TensorFlow1.0和Python 3.5开发。
代码详解请参见jupyter notebook
本文使用GBDT、FM、FFM和神经网络构建了点击率预估模型。
- 平均准确率
- 平均损失
- 平均Auc
- 预测的平均点击率
- 精确率、召回率、F1 Score等信息
更多内容请参考代码,Enjoy!
kaggle criteo ctr challenge
License: MIT License
这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。使用TensorFlow1.0和Python 3.5开发。
代码详解请参见jupyter notebook
本文使用GBDT、FM、FFM和神经网络构建了点击率预估模型。
更多内容请参考代码,Enjoy!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.