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shwang'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.

graphlab icon graphlab

* See all my Machine Leaning projects ! : Adaboost ensemble, Latent Dirichlet Allocation, Decision tree, Kmean, Logistic Regression, Latent Dirichlet Allocation , TF-IDF, Clustering, Image classification, Sentiment analysis, Recommendation, Gaussian Mixture Model, Nearest neighbors.

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

image-similarity-deep-learning icon image-similarity-deep-learning

Finding similar images from a set of images by first feature extraction using pre trained VGG16 Convolutional Neural Network and then using cosine similarity for each pair

jeesite icon jeesite

JeeSite 是一个企业信息管理系统基础框架,Java EE(J2EE)快速开发框架,使用经典技术组合(Spring、Spring MVC、Apache Shiro、Hibernate、Bootstrap UI),包括核心模块如:组织机构、用户、权限授权、内容管理、工作流等。

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lantern icon lantern

:zap: Open Internet for everyone. Lantern is a free desktop application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including P2P and domain fronting. Lantern relies on users in uncensored regions acting as access points to the open Internet.

lightml.jl icon lightml.jl

Minimal and clean examples of machine learning algorithms implemented in Julia

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mfn_keras icon mfn_keras

simple keras implement for 《Memory Fusion Network for Multi-view Sequential Learning》

mgcnn icon mgcnn

Multi-Graph Convolutional Neural Networks

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