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2018-ccf-bdci-china-unicom-research-institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名解决方案

2018-tencent-ad-competition-baseline

2018腾讯广告算法大赛baseline 线上0.73

2018-tencent-social-advertising-algorithm-contest

auc 0.772229/top 11

2018-tiancheng

甜橙金融杯Rank14

ad-papers

Papers on Computational Advertising

aiinterview

算法工程师面试题整理

algorithm_for_interview-chinese

Algorithm for Interview（面试算法笔记-中文）

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

autofis

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

awesome-community-detection

A curated list of community detection research papers with implementations.

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.

awesome-mixture-of-experts-papers

A curated reading list of research in Mixture-of-Experts(MoE).

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

books

char-rnn-tensorflow

Multi-language Char RNN for TensorFlow >= 1.2.

chineseaddress_ocr

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

coolbox

Jupyter notebook based genomic data visulization toolkit.

ctcf-mp

ctrmodel

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

ctrnet-tool

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

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

datascicomp

A collection of popular Data Science Competitions

deepctr

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

deeplight_deep-lightweight-feature-interactions

Accelerating Inference for Recommendation Systems (WSDM'21)

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

deeptact

DeepTACT: predicting high-resolution chromatin contacts via bootstrapping deep learning

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

edgerec

All in one Recommendation System can run on small server or edge device (Android/iOS/IoT device etc.)

ep2vec