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A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising
Papers on Computational Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
Tutorial
PyTorch implementation of BERT in "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Toy network for churn modeling using SciKit Learn and Keras on top of Tensorflow
Customer churn analysis using Telco dataset
Deep Learning Specialization by Andrew Ng on Coursera.
Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017
Kaggle Competition IEEE Fraud Detection
计算广告召回&模型&创意算法(A collection of research and application papers about Match, Ranking, Targeting and Creatives in Internet advertising.)
Google Colab notebook for IEEE fraud challenge on Kaggle
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
Deep Learning for humans
Credit card fraud detection through logistic regression, k-means, and deep learning.
A Tutorial about Programming for Natural Language Processing
Jupyter notebook for Udemy course: Python data science and machine learning bootcamp
shooting for a full time job in 3 months
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.