Ferran Gonzalez Hernandez's repositories

DrugLinker

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

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BERT-Relation-Extraction

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

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cgm-remote-monitor

nightscout web monitor

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meshrdf

Code and documentation for the release of MeSH in RDF format

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MIMIC_Extract

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

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nervaluate

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

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non_overlapping_objects_3d

Script written using Mathematica for random placement of non-overlapping 3d objects in a finite space

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optuna

A hyperparameter optimization framework

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Pubmed-Pipeline

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

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pubmed_parser

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

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PyperGrabber

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

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react-native-app-clip-example

Minimal Appclip made with React Native

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recurrent-neural-networks

Learning about and doing projects with recurrent neural networks

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scispacy

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

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sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

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shields

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

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shiny-server

My personal Shiny server

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spark

Apache Spark

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specter

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

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TableDisentangler

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

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the-turing-way

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

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tidypmc

Parse full text XML documents from Pubmed Central

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transformers

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

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