Iker García-Ferrero

Self-Driving-Car-in-Video-Games. A deep neural network that learns to drive in video games

Easy-Translate. Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

MetaVec. A monolingual and cross-lingual meta-embedding generation and evaluation framework

Handwritten-Names-Recognition. The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.

NeuroEvolution-Flappy-Bird. A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

AI-Generated-GTAV. A Deep Learning project that uses Diffusion transformers (DiT) to generate Grand Theft Auto V driving footage

GTAV-Self-driving-car. Self driving car in GTAV with Deep Learning

Sequence-Labeling-LLMs. The code to perform Sequence Labelling with LLMs, including T5, FLAN, LLaMA, Alpaca and more!

QuestionClustering. Clasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY

T-Projection. T-Projection is a method to perform high-quality Annotation Projection of Sequence Labeling datasets.

Basic-CYK-Parser. Basic CYK-Parser written in python 3

Matrix-Benchmark. A cupy (GPU) / numpy benchmark to measure how fast different hardware can perform matrix operations.

Easy-Label-Projection. This repository contains scripts for Cross-lingual Annotation Projection of Sequence Labelling datasets

Genetic-Algorithm-Path-Finder. Simple AI using genetic algorithms and processing

NoticIA. We present NoticIA, a dataset consisting of 850 Spanish news articles featuring prominent clickbait headlines, each paired with high-quality, single-sentence generative summarizations written by humans.

MVM-Embeddings. A monolingual and cross-lingual meta-embedding generation framework

ikergarcia1996.github.io. Personal Webpage

Simultaneous-Machine-Translation. Google speech recognition + neural machine translation to translate conversations

OpusMT-TranslateDatasets. A script to automatically translate large texts and datasets using Opus-MT

Context-enriched-NER. Context-enriched multilingual named entity recognition using knowledge bases. IXA/Cogcomp at SemEval-2023 Task

BERT4WSD. Using BERT, WORDNET and UKB for WSD

RotEmbeddings. Este repositorio almacena el código y resultados del proyecto de fin de grado desarrollado por el alumno Iker García Ferrero.

Gene2Tab. This script is used to convert the output of ABRICATE tabulated output into a matrix samples with the genes as columns and the presence/absence of the gene as the values.

Simple-Transformers. Simple implementations of LLM models

PYXInput. Python Library for Creating and Analysing XInput devices