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advancedreatures4search

搜索项目的高级特征挖掘

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

algs4

Algorithms, 4th edition textbook code and libraries

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bid_test

bidding-machine

An implementation of the TKDE paper "Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising"

bpr-spark

Bayesian Personalized Ranking for Spark

bpr_python3

Bayesian Personalized Ranking from Implicit Feedback

category_encoders

A library of sklearn compatible categorical variable encoders

ccoonspark

基于CCO的推荐系统

crfstanford

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

deepfm-tf

在ChenglongChen的DFM基础上完善训练中日志的记录（for tensorboard）和保存关键数据（embeddings）

deeplearning.ai

Some work of Andrew Ng's course on Coursera

doublearraytrie

双端trie树的python实现

espnet

End-to-End Speech Processing Toolkit

featurefu

Library and tools for advanced feature engineering

features_select

incubator-gobblin

Gobblin is a distributed big data integration framework (ingestion, replication, compliance, retention) for batch and streaming systems. Gobblin features integrations with Apache Hadoop, Apache Kafka, Salesforce, S3, MySQL, Google etc.

kaggle-2014-criteo

librec

LibRec: A Leading Java Library for Recommender Systems, see

mia

Mahout in Action Example Code

my_leetcode

mymedialite

recommender system library for the CLR (.NET)

myneuralnetwork

手撸softmax+l2正则的神经网络

neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

neuropod

A uniform interface to run deep learning models from multiple frameworks