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ad-papers

Papers on Computational Advertising

ad-reading

computational advertising reading list (计算广告阅读）

adasir

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

algonotes

公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

allennlp

An open-source NLP research library, built on PyTorch.

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

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.

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

collaborativememorynetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

computational-advertising

Computational Advertising CTR

crack-the-plane

A game launched on the WeChat.

ctr-keras

Tensorflow2.x implementations of CTR（LR、FM、FFM)

ctr-prediction

CTR prediction models in TensorFlow 2.x

ctr_prediction

CTR prediction using FM FFM and DeepFM

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

data_diet

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepinterestnetwork

deeplearning