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nlp-kg's Projects

awesome-bioie icon awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

bert-error-analysis icon bert-error-analysis

Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets

bible_text_gcn icon bible_text_gcn

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

biokg icon biokg

A Knowledge Graph for Relational Learning On Biological Data

bioner-progress icon bioner-progress

This repository aims to track the progress in BioNER and give a related paper list and an overview of the state-of-the-art (SOTA).

biosentvec icon biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

blogs icon blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

ckg icon ckg

Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge discovery making use of all the information contained in the graph

cometa icon cometa

Corpus of Online Medical EnTities: the cometA corpus

crossbar icon crossbar

Comprehensive Resource of Biomedical Relations with Deep Learning Applications and Knowledge Graph Representations

ctkg icon ctkg

The Clinical Trials Knowledge Graph

ddi_blkg icon ddi_blkg

Drug-Drug Interaction Prediction on a Biomedical Literature Knowledge Graph

dgl icon dgl

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

dgl-lifesci icon dgl-lifesci

Python package for graph neural networks in chemistry and biology

disease_ontologies_for_knowledge_graphs icon disease_ontologies_for_knowledge_graphs

Software "Disease_ontologies_for_knowledge_graphs" - a knowledge base solution that uses Grakn core and disease ontologies cross-references to allow easy switch between ontology hierarchies for data integration purpose.

drkg icon drkg

A knowledge graph and a set of tools for drug repurposing

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