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ad-papers

Papers on Computational Advertising

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

autoencoders

Implementation of several different types of autoencoders

bjguahao

北京市预约挂号统一平台脚本(Python3)

bjguahao-1

北京市预约挂号统一平台挂号小助手

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deepctr

This project contains several DNN models for for pCTR/pCVR ,item recommendation.

deepinterestnetwork

deepwalk

DeepWalk - Deep Learning for Graphs

dp-book

动态规划的思考艺术

fast-wavenet

Efficient implementation of Wavenet generation.

fasttext

Library for fast text representation and classification.

gensim

Topic Modelling for Humans

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kert

KERT: Automatic Construction and Ranking of Topical Keyphrases on Collections of Short Documents

line

LINE: Large-scale information network embedding

ltp

Language Technology Platform

maozedonganthology

***选集

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-model-gallery

Pre-trained Models of DMLC Project

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

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、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、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

programmer-sideline

程序员副业赚钱之路。

pyfm

Factorization machines in python

pyltp

pyltp: the python extension for LTP

recommendersystem

推荐系统实践

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

rtb-papers

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

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow