推荐系统实践

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.

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、DeepFE…

毛泽东选集

程序员副业赚钱之路。

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

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

An industrial deep learning framework for high-dimension sparse data

Everything about Transfer Learning and Domain Adaptation--迁移学习

Papers on Computational Advertising

LINE: Large-scale information network embedding

北京市预约挂号统一平台挂号小助手

北京市预约挂号统一平台脚本(Python3)

TenforFlow Implementation of Neural Factorization Machine

Library for fast text representation and classification.

Named Entity Recognition (LSTM + CRF) - Tensorflow

Language Technology Platform

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

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

pyltp: the python extension for LTP

ZeroMQ 4.1.x stable release branch - bug fixes only

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

Theano-based Alexnet

Pre-trained Models of DMLC Project

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

Efficient implementation of Wavenet generation.

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