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Ferran Gonzalez Hernandez's Projects

bert-relation-extraction icon bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

druglinker icon druglinker

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

meshrdf icon meshrdf

Code and documentation for the release of MeSH in RDF format

mimic_extract icon mimic_extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

nervaluate icon nervaluate

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

optuna icon optuna

A hyperparameter optimization framework

pubmed-pipeline icon pubmed-pipeline

A library that facilitates the process of building a machine learning pipeline using PubMed as a data source

pubmed_parser icon pubmed_parser

:clipboard: Python XML parser for PubMed Open Access subset and MEDLINE dataset

pypergrabber icon pypergrabber

Fetches PubMed article IDs (PMIDs) from email inbox, then crawls PubMed, Google Scholar and Sci-Hub for respective PDF files.

scispacy icon scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

shields icon shields

Concise, consistent, and legible badges in SVG and raster format

specter icon specter

SPECTER: Document-level Representation Learning using Citation-informed Transformers

tabledisentangler icon tabledisentangler

Functional and structural analysis of tables in research papers (Table disentangling)

the-turing-way icon the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science

tidypmc icon tidypmc

Parse full text XML documents from Pubmed Central

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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