weiyu322

SORL-for-Auto-bidding

codes for SORL framework for auto-bidding

CBRL_KDD22

PyTorch Implementation of KDD '22 paper: ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning

jd-mta

Multi Touch Attribution: Simulation Code

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rtbarbitrage

A framework of statistical arbitrage mining in performance-driven display advertising.

optimal-rtb

A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

deeplearning

深度学习相关的模型训练、评估和预测相关代码

ranking

Learning to Rank in TensorFlow

leetcode_101

LeetCode 101：和你一起你轻松刷题（C++）

slacking-off-tools

上班摸鱼工具集

tinynn

A lightweight deep learning library

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

tensornet

euler

A distributed graph deep learning framework.

PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

dien

LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

DeepMatch

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

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

lambdaFM

Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

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。

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

deeplearningbook-chinese

Deep Learning Book Chinese Translation

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06