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2017-jdd-global-data-explorer-competition

2017京东金融全球数据探索者大赛(3rd place)

anomalydetection

Anomaly Detection Algorithms with Java

bytedance_icme_challenge

collaborativefiltering_userbased

(c++) 基于用户的协同过滤，参照http://blog.csdn.net/lavorange/article/details/22584373

deepinterestnetwork

drqa

Reading Wikipedia to Answer Open-Domain Questions

globallinearmodel

(java) 全局对数线性模型，参照collins 的coursera NLP课程

hmm

(java) 隐马尔科夫模型，参照collins的courseraNLP课程。

ibm_model_1_2

(java) IBM模型1和2，参照collins 的coursera NLP课程

informationextraction

kmeans

(c++) Kmeans的简单实现，参照http://blog.csdn.net/lavorange/article/details/28854929

knn

(c++)KNN简单实现，参照http://blog.csdn.net/lavorange/article/details/16924705

libsvmforjava

Libsvm的java接口

liudao

“六道”实时业务风控系统

logisticregression

(c++) 多元逻辑斯蒂回归，并实现随机梯度下降和L1/L2正则化项

naivebayes

(c++) 朴素贝叶斯的简单实现，参照http://blog.csdn.net/lavorange/article/details/17841383

oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

pcfg

(java) 概率上下文无关模型，参照collins 的coursera NLP课程

spark-hash

Locality Sensitive Hashing for Apache Spark

spark-iforest

Isolation Forest on Spark

targetidentification

It's experimental codes for Target Identification in FrameNet. It mainly includues MaxEntropy model, LDA model, feature selection and so on.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tf_repos

TensorFlow Script

widendeep

wide and deep labs and samples