MGwave

dblp_reader

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.

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

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

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).

KRLPapers

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

LINE

May the LINE be with you...

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

scikit-tensor

Python library for multilinear algebra and tensor factorizations

SDNE

This is a implementation of SDNE (Structural Deep Network embedding)

simplified-deeplearning

Simplified implementations of deep learning related works

singa

a distributed deep learning platform

spodernet

NLP

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

tensor_decomp_embedding

Word embedding via tensor decomposition.

tensorflow-socher-ntn

Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project. NOTE: Not maintained.

TensorFlow-TransX

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow