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2017-jdd-global-data-explorer-competition

2017京东金融全球数据探索者大赛(3th place)

2018-ijcai-top3

This 2018 IJCAI alimama Top3 Code

aitm

TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper submitted to KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning for Customer Acquisition.

atrank

An Attention-Based User Behavior Modeling Framework for Recommendation

attention-gru-3m

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

codes-for-wsdm-cup-music-rec-1st-place-solution

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

deep-ctr

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

deep-forest

An on going implementation of the gcForest algorithm

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepinterestnetwork

deepmiml

A Keras implementation of the DeepMIML Network for multi-instance multi-label learning

dien

dnn_ctr

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

ebook-linear_programming

fasttext

Library for fast text representation and classification.

fm_ftrl

Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

hpmn

Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参单模型857个特征

ijcai-2018

ijcai-2018 top1 solution

ijcai17_tianchi_rank4

irgan

IRGAN SIGIR paper experimental code

kaggle

Web Traffic Predictions: 2nd prize.

kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

kaggle-avazu-1

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

kaggle-web-traffic

1st place solution

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)