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2018-tencent-ad-competition-baseline

2018腾讯广告算法大赛baseline 线上0.73

ad-papers

Papers on Computational Advertising

caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

credit-scoring-regression

消费者人群画像—信用智能评分比赛开源

ctr-model

Click-through rate model on KDD Cup 2012 track2

ctr_nn

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

ctr_prediction

CTR prediction using FM FFM and DeepFM

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep_learning

Basic Deep Learning

deepctr

DeepCTR is a Easy-to-use,Modular and Extendible package of deep-learning based CTR models along with lots of core components layer which can be used to build your own custom model easily.

dib-peb-sequential-rs

A tensorflow implementation of the paper "Dynamic Item Block and Prediction Enhancing Block for Sequential Recommendation" in IJCAI 2019

dnn_ctr

The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc

feature-selection

Features selection algorithm based on the self selected-algorithm, loss function and validation method

fmpytorch

A PyTorch implementation of a Factorization Machine module in cython.

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gitskills

group-image-of-consumers--intelligent-scoring-of-credits

Digital China Innovation Contest, DCIC 2019

jd

JData京东算法大赛入门程序

kaggle-avazu_fork_from_3rd_code

Code for the 3rd place finish for Avazu Click-Through Rate Prediction

kaggle_criteo_ctr_challenge-

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

learngit

lightgbm-gbdt-lr

a python code of applying GBDT+LR for CTR prediction

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

neurec

Next RecSys Library

nlp_basis

这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码

nstools

Some meaningless nscripter tools.

practice-of-machine-learning

code of scattered practices when studying "machine-learning".

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

realtime_multi-person_pose_estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

recommendersystem-basic-idea

Content Based; GraphBased; KNN;MF;BPR;ElasticNet;LM