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Source code for the web application associated with "Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms".

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StyrbjornKall/TRIDENT_application

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TRIDENT

License: MIT

Overview

This repository contains code for the TRIDENT web application available through TRIDENT - predicting chemical ecotoxicity using AI, associated with the publication Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms (preprint).

See also: TRIDENT

How to Use

Please refer to our hosted web application: TRIDENT - predicting chemical ecotoxicity using AI.

If you do wish to run this streamlit application locally, either clone this repo or fetch the Docker image available in Docker hub To replicate the study, refer to the documentation under the development section.

Clone this repository:

git clone https://github.com/StyrbjornKall/TRIDENT_application

Build Docker Container

This repo is designed to become a Docker container. Follow instructions:

Build container:

docker build -t streamlit-app-trident-serve-v1 .

Run container:

docker run -p 8501:8501 streamlit-app-trident-serve-v1

Rename container for push:

docker tag streamlit-app-trident-serve-v1 styrbjornk/streamlit-app-trident-serve-v1

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Source code for the web application associated with "Transformers enable accurate prediction of acute and chronic chemical toxicity in aquatic organisms".

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