fredymad's repositories
TFM-UNED-DATOS
Código generado para el TFM: Recognition of professions in medical documentation
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
NeuroNER
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
Thesis
Thesis documents
news-apps-coding-challenge
The coding challenge we send out to people applying for a role in the BBC News Apps team
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
clin_x
Resources related to our paper "CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain"
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
safaribooks
Download and generate EPUB of your favorite books from O'Reilly Learning (aka Safari Books Online) library.
BlackHole
BlackHole is a modern macOS virtual audio driver that allows applications to pass audio to other applications with zero additional latency.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Artificial-Intelligence-And-Data-Science-Pro
Regularly Updated | Collection of the best Data Science and AI Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet
ehost
eHOST: The Extensible Human Oracle Suite of Tools an open source annotation tool (With UX improvements)
Transformers-For-Negation-and-Speculation
This is the code for Negation and Speculation Cue Detection and Scope Resolution using BERT, XLNet and RoBERTa
Data-Science-Cheatsheet
A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.
DiagnosisExtraction_ML
Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published here: https://doi.org/10.2196/23930.
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
standoff2conll
Conversion from brat-flavored standoff to CoNLL format
widevine-l3-decryptor
A Chrome extension that demonstrates bypassing Widevine L3 DRM
netflix-1080p
Chrome extension to play Netflix in 1080p and 5.1
fhir-101
🔥 FHIR 101 - A Practical Guide
modern_practical_nlp
This course covers how you can use NLP to do stuff.
open-source-cs
Video discussing this curriculum: