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ad-papers

Papers on Computational Advertising

data-competition-topsolution

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

deepctr

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

deepinterestnetwork

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeprecsys

Deep RecSys

dien

dsin

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

dssm-master

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

gbdt_ffm

graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

kaggle

My solution to Web Traffic Predictions competition on Kaggle.

kaggle-web-traffic

1st place solution

langchain_chatglm

ml

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pulp

python-deep-learning-projects

Python Deep Learning Projects, published by Packt

similaritydemo

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

tencent-contest

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tencent2019_preliminary_rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

tianhongsparkcalcdemo

time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

verificationcodeincisedemo

wsdm_cup_music_adjust