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angel

A Flexible and Powerful Parameter Server for large-scale machine learning

bert-embedding-frequently-asked-question

FAQ-based Question Answering System using BERT

closeness

exercise to calculate farness, closeness, centrality on a social network

closenesscentralityscala

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

entity_extractor_by_binary_tagging

基于torch开发的“半指针-半标注”(span)方法的可变长实体抽取器

floyd-scala

Floyd Scala Server

focal-loss-pytorch

全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

graph

Practical Gremlin - An Apache TinkerPop Tutorial

graph-learn

An Industrial Graph Neural Network Framework

graph-neural-network-papers

图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。

graphx-analysis

graphx知识图谱、图计算相关

hands-on-graph-neural-networks-using-python

Hands-On Graph Neural Networks Using Python, published by Packt

kruskal

Kruskal algorithm implemented with Scala

line2vec

Information network edge representation learning using edge-to-vertex dual graphs (a.k.a line graph). In addition to that, an optimisation problem is solved efficiently to generate the edge embeddings.

model-deploy

Spark PMML 模型离线部署

openke

An Open-Source Package for Knowledge Embedding (KE)

protobuf-maven-plugin

Protobuf Maven Plugin

pytorch_geometric

Graph Neural Network Library for PyTorch

scala-machine-learning-projects

Scala Machine Learning Projects, published by Packt

scala_coding_convention

Scala编码规范与最佳实践

sona

Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models

spark-betweenness

k Betweenness Centrality algorithm for Spark using GraphX

spark-distributed-louvain-modularity

Spark / graphX implementation of the distributed louvain modularity algorithm

spark-ml

Spark Machine Learning

tesseract

Tesseract Open Source OCR Engine (main repository)

th-gnn

Code for TH-GNN (paper accepted by KDD2022)

visualization-of-risk-control-based-on-enterprise-association-graph

分析企业自身的主要数据，企业与企业、企业与个人、个人与个人之间的关系数据，建设企业的关联关系图谱，识别对公客户的关联关系，并找出关联关系中的风险点。

winutils

winutils.exe hadoop.dll and hdfs.dll binaries for hadoop windows