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dug's Projects

graph-regularized-non-negative-matrix-factorization icon graph-regularized-non-negative-matrix-factorization

La Factorización No Negativa de Matrices es un grupo de algoritmos cuyo objetivo es descomponer una matriz con entradas no negativas en el producto de dos matrices con la misma propiedad. La clásica NMF aproxima la factorización en el espacio euclideo si considerar la geometría intrínseca de los datos. El Graph Regularized Non Negative Matrix Factorization supone que los datos están sobre una variedad e incorpora esta información en la función de costo.

hades icon hades

An astronomical data analysis library

hanlp icon hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

hine icon hine

Heterogeneous Information Network Embedding

k_map icon k_map

地图组件,主要是基于GMAP.NET的改写,也包括百度/谷歌web在线/离线地图的使用研究

kaggle_titanic icon kaggle_titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

keras-attention-mechanism icon keras-attention-mechanism

the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rather than timesteps in the origin project。

lasso icon lasso

Codes for Lasso with various methods

louvain icon louvain

通过局部社区检测算法可实现社区划分,并通过d3可视化显示

lucene icon lucene

针对简单的Lucene全文搜索引擎的一个练习,使用了IK分词器数据库的表字段就是实体的字段,如果需要扩展就需改变LuceneManager中创建索引部分的代码,和搜索部分的代码

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