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rpath

(Causal )Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery"

rsa-cfn

Residual Self-Attention Cross Fusion Network (RSA-CFN)

semantic-search-with-amazon-opensearch

semmed_context

A database of 250k predications from SemMedDB with certainty and polarity annotations.

semmeddb

Create different versions of the SemmedDB network for downstream analysis

shopping-basket-recommendation-based-on-transformer

基于transformer 的购物篮推荐

signed-graph-contrastive-learning

similarity-detection-using-graph-sage-python

Explained Graph Embedding generation and link prediction

skywalkr

code for Gogleva et al manuscript

skywalkr-graph-features

Example notebooks that illustrate how to generate knowledge-based features. Features can be used in a variety of ML models, including recommender systems.

smartkg

This project accepts excel files as input which contains the description of a Knowledge Graph (Vertexes and Edges) and convert it into an in-memory Graph Store. This project implements APIs to search/filter/get nodes and relations from the in-memory Knowledge Graph. This project also provides a dialog management framework and enable a chatbot based on its knowledge graph.

source-code-notebook

关于一些经典论文源码的逐行中文笔记

spiderforwebofscience

python写的一个小爬虫，爬取web of science的文献信息，包含"title","作者全名"， "作者简写","关键词","摘要"一切网页上有的信息，并转成CSV信息表格存储。还有下载web of science存有的pdf文献文件功能。

spoke_nasa_2020

SPOKE_NASA_GeneLab_2020

summarizing-long-form-document-with-rich-discourse-information

Summarization of long-form documents exploiting heterogeneous graphs

target-action-affecting-factors

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

tkgat

Tag-aware Knowledge Graph Attention Network

transaction-fraud-detection-using-gnn-and-explainability

A project that is implemented to detect transactional fraudulent activities. Graph based features are generated from the dataset. Performance of baseline XGBoost model and Graph Neural Network model generated using these features have been evaluated. The ability of the model to explain the results has also been studied.

transtee

Causal inference/ transformer / attention

unifiedembeddingmodel

Implementation of unified embedding model from Embedding-based Retrieval in Facebook Search.

unifiedssr

The implementation of UnifiedSSR.

upupor

（Java项目）upupor网站开源,使用更加合理的方式处理内容

wsdm-cup-2022-retention-score-prediction

WSDM2022留存预测挑战赛 第1名解决方案

wsdm2022tgp-antgraph

the 1st place of WSDM 2022 Challenge (Temporal Link Prediction)

wsdm_dgl_challenge

WSDM Cup 2022: Temporal Link Prediction Task (https://www.dgl.ai/WSDM2022-Challenge/).

www20-hands-on-tutorial

Materials for DGL hands-on tutorial in WWW 2020

xpert

Code for XPERT algorithm from Personalized Retrieval over Millions of Items

z_knowledge_graph

Bulding kg from 0

zimnat_insurance_top-12

My solution for #12 in privat leaderboard. Score=0.0260809843625832