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ai

AI toolbox

biorxiv-retreiver

Retrieves Biorxiv data and generates datasets out of it.

curation-doc

Documentation on definitions and procedures for the SourceData curation system

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

debatebox

A demonstration of a debate between multiple AI-agents.

gender

Gender prediction

mecadoi

Creating DOIs for peer reviews in MECA archives.

pmidoi

Extaction of pmid - doi relationship for a given journal using EuropePMC

py-smtag

PyTorch version of the SourceData SmartTag engine

render-rev

Visualizing the peer review process.

sd-graph

Scripts to build the sd-graph database from the SourceData project

sdash

A dashboard for sharing SmartFigures

smart-figures

Code for the SmartFigures viewer of the SourceData project

soda-data

The Source Data dataset: a biological annotated dataset for machine learning and AI in the publishing context.

soda-model

soda-roberta

SODA-RoBERTa is a Source Data resource for training RoBERTa transformers for natural language processing tasks in cell and molecular biology.

sodamet

The SourceData Multi-level Embeddings Transformers for Biomedical NER

the-turron-experiment

An end-to-end toy scientific experiment, just for fun and learning

unet-pytorch

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597