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a_hybrid_bandit_model_with_visual_priors_for_creative_ranking

A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising

ad-papers

Papers on Computational Advertising

awesome-deep-learning-papers-for-search-recommendation-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.

azure-ml-churn-tutorial

Tutorial

bert-pytorch

PyTorch implementation of BERT in "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

churn-modelling

Toy network for churn modeling using SciKit Learn and Keras on top of Tensorflow

customer-churn

Customer churn analysis using Telco dataset

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

django-facebook-ads-targetings

fraud-detection

Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook

fraud-detection-using-deep-learning

fuxictr

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

hdrnet

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

ieee-cis-fraud-detection

Kaggle Competition IEEE Fraud Detection

internet-advertising-match-ranking

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.)

kaggle-ieee-fraud-detection

Google Colab notebook for IEEE fraud challenge on Kaggle

kaggle-titanic

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.

keras

Deep Learning for humans

ml-fraud-detection

Credit card fraud detection through logistic regression, k-means, and deep learning.

nlp

nlptutorial

A Tutorial about Programming for Natural Language Processing

predicting-customer-churn-using-machine-learning-model

pyspark

python_data_science_and_machine_learning_bootcamp

Jupyter notebook for Udemy course: Python data science and machine learning bootcamp

pythonmaniac

shooting for a full time job in 3 months