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adversarial-transformation-network

A simple implement of an Adversarial Autoencoding ATN(AAE ATN)

aspem

Code and data for paper AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks

awesome

:sunglasses: Curated list of awesome lists

awesome-semantic-web

A curated list of various semantic web and linked data resources.

bayesspam

python实现基于贝叶斯的简单垃圾邮件分类

be-a-professional-programmer

成为专业程序员路上用到的各种优秀资料、神器及框架

cppprimer

:books: Solutions for C++ Primer 5th exercises.

dane

dblp_reader

decagon

Graph convolutional neural network for multirelational link prediction

deepwalk

DeepWalk - Deep Learning for Graphs

eagcn

Implementation of Edge Attention based Multi-relational Graph Convolutional Networks

extractor-words-with-notes-from-books

grarep

Source Code of GraRep

hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

hin-similarity-survey

hope

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

kaggle_crowdflower

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

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

line

May the LINE be with you...

logistic-regression-sgd

L1-regularized logistic regression using stochastic gradient descent [machine learning]

make_ecdict

using the source ,we could extract all the words of a English .txt ,and get a ECdict about these words

neural-editor

Repository for "Generating Sentences by Editing Prototypes"

node2vec

Implementation of the node2vec algorithm.

openne

An Open-Source Package for Network Embedding (NE)

prep

Code and data for paper PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks

pyfm

Factorization machines in python

python-linkedin

Python interface to the LinkedIn API

richerpathsim

Repository for research on an improvement for PathSIM with heterogeneous graph mining with node and edge attributes.

scikit-tensor

Python library for multilinear algebra and tensor factorizations