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pj0616's Projects

d2s-docs icon d2s-docs

📖 Home for the Data2Services project documentation

deep_multilingual_normalization icon deep_multilingual_normalization

This repository will host the code used in our 2020 "Medical concept normalization in French using multilingual terminologies and contextual embeddings" article.

delphi icon delphi

Code and examples for "Learning on Knowledge Graph Dynamics Provides Early Warning of Impactful Research".

dev-sec-ops icon dev-sec-ops

Advanced AWS Security Automation Resources: Used by Udemy Course 🎓

dgl-operator icon dgl-operator

The DGL Operator makes it easy to run Deep Graph Library (DGL) graph neural network training on Kubernetes

dimenet-dgl icon dimenet-dgl

A DGL implementation of "Directional Message Passing for Molecular Graphs" (ICLR 2020).

document-understanding-solution icon document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical, Amazon Kendra to automate the processing of documents for use cases such as enterprise search and discovery, control and compliance, and general business process workflow.

ehr-rl icon ehr-rl

The potential for the use of AI is dramatic especially as it can assist family clinicians who are usually overloaded with patients to make better choices for treatment of their type 2 patients in order to help prevent hyperglycemia, hypertension and CV risk outcomes.

ehr-rwe icon ehr-rwe

Weak supervision methods for extracting real world evidence from EHRs

engineering-education icon engineering-education

A community-generated pool of educational content which is useful for engineers of every level.

entity_disambiguation icon entity_disambiguation

Neural Network models to map mention of a text to corresponding entity in the Knowledge Base

explore-uniprotkb-with-amazon-neptune icon explore-uniprotkb-with-amazon-neptune

In this example, we will demonstrate the step-by-step process to create and use your own protein knowledge base using UniProt RDF data. We will show how to ingest a subset of UniProtKB data into your own Amazon Neptune database directly from the Registry of Open Data on AWS. We will then show how to query the data with SPARQL, create new relationships in the data and visualise the data as a graph.

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