Convert Machine Learning Code Between Frameworks

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Distance Metric Learning Algorithms for Python

Repositorio de apuntes y ejercicios del Doble Grado en Ingeniería Informática y Matemáticas

Several Latex templates

Final career project on PAC theory and imbalanced datasets

Apuntes de las asignaturas de matemáticas en la UGR

Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".

Companion of the book: "The Conversational Interface", by Michael McTear, Zoraida Callejas and David Griol, Springer 2016

Pŕacticas Informática Gráfica

Stats of the algorithms in pyDML.

The slides of my Bachelor's thesis

Bot utilizado en las prácticas de Inteligencia Artificial de la UGR durante el curso 2022/2023 🫡❤️

Official repository of the paper "Backdoor Attacks-Resilient Aggregation based on Robust Filtering of Outliers in Federated Learning for image classification".

Telegram bot to manage an anonymous inbox for students. Developed for my teaching

Distance Metric Learning Algorithms for R

PlanMiner domain learning algorithm repository.

Prácticas con OpenGL para Informática Gráfica

Biblioteca de julia con algoritmos de agrupamiento diferencial y algoritmos genéticos para optimización

Teaching example