wayer96

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

GNNPapers

Must-read papers on graph neural networks (GNN)

BullshitGenerator

Needs to generate some texts to test if my GUI rendering codes good or not. so I made this.

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

KRLPapers

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

KnowledgeGraphEmbedding

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

ConvE

Convolutional 2D Knowledge Graph Embeddings resources

pykg2vec

Python library for knowledge graph embedding and representation learning.

CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

dynamic-KG

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

relationPrediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

EmbedKGQA

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

kbc

Tools for state of the art Knowledge Base Completion.

QuatE

Pytorch implementation of Quaternion Knowledge Graph Embeddings.

RSN

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

de-simple

Diachronic Embedding for Temporal Knowledge Graph Completion

tkbc

A knowledge base completion method which handles temporal metadata

MTransE

Code and data for IJCAI-17 paper Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment

Face-Detection

本科毕业设计 基于Haar特征与AdaBoost算法的人脸检测的实现

SEEK

Source code for the ACL 2020 paper "SEEK: Segmented Embedding of Knowledge Graphs".

on2vec

Code and dataset of On2Vec.