Discover AdrianBZG/HyperBERT Open Source project

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

LLM-distributed-finetune

Multimodal Instruction Tuning for Llama 3

llama-multimodal-vqa

Code for "Translating synthetic natural language to database queries: a polyglot deep learning framework" (Nature Scientific Reports, 2021)

Polyglotter

Virtual Reality game for the Intelligent Interfaces subject, made with Unity Engine.

Medieval_Warfare_VR-Unity

N_Queens_Puzzle

This repo stores the N Queens Problem solution written in Java, developed for the subject "Development of Interactive Applications", assignment 6. Date: 30/03/2016

Codes for the subject "Advanced Algorithms and Data Structures". Language: C++

Algorithms-and-Data-Structures-II-2014

Code for "A Convolutional Neural Network for the automatic diagnosis of collagen VI-related muscular dystrophies" (Applied Soft Computing, 2019)

Muscular-Dystrophy-Diagnosis

This is a Data Analysis tool/project to estimate whether a country can increase it's wind energy production (Using the difference between current wind energy produced and the possible wind energy that can produce if you build more Wind farms; using available terrain data) [read README.md]. Lecture PDF: http://adrianbazaga.info/pdf/WindPower_Lecture.pdf

WindPower-Data_Analysis

Code for "SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation"

SQLformer

Languages & Paradigms of Programming subject assessments codes. Language: Ruby

Ruby_Codes-2015

Ruby

SFAVEL

Code for "Unsupervised Pretraining for Fact Verification by Language Model Distillation" (ICLR 2024)

InterMine Data Browser: a tool for exploring semi-homogeneous biological datasets

InterMine-Data-Browser-Tool

Framework to solve Divide and Conquer problems in an easy way, you just need to define the specific Problem characteristics and the Framework will solve it for you with a D&C approach

Framework_Divide-and-Conquer

PhoneChat: Multimodal Interface Project for the Intelligent Interfaces subject

PhoneChat

Markov 2-dimensional random walk implementation. Language: Java. More info: https://en.wikipedia.org/wiki/Random_walk

Markov_Random-Walk_Algorithm

Chuchu++ is a language/grammar built using PEGjs as parser and with it's own code generator, for the Language Processors subject

ChuchuPlusPlus

Multiuser chat using Shared Memory, for the Operating Systems subject. Language: C++. Using Qt

Multiuser-Chat-SharedMemory-2014

Text classification for 'relevant' or 'not relevant' tweets (in terms of "natural disasters") using Natural Language Processing. Subject: Advanced Artificial Intelligence

Tweet_NLP_Classification

Haskell

Pushdown_Automaton

Pushdown Automaton with Graphical Interface

This repo stores the Java codes and UML diagrams of the examples used for the lecture about "Design Patterns" by Adrián Rodríguez Bazaga and Rudolf Cicko, in University of La Laguna (Monday 28 March 2016)

outreachy-opennmt-task

Design_Patterns_Example_Codes

Interactive Environment & Machine Learning Simulator (IEMLS) for scientific and educational purposes

IEMLS

John Conway's Game of Life implementation (cellular automaton), with GUI. Language: Java. More info: https://en.wikipedia.org/wiki/Conway%27s_Game_of_Life

Conway_Game-of-Life

QuickHull algorithm implementation, with graphical visualization. Language: Java. More info: https://en.wikipedia.org/wiki/Quickhull

QuickHull_Algorithm

Code for the manuscript "Genome-wide investigation of gene-cancer associations for the prediction of novel therapeutic targets in oncology"

CancerTargetPrediction

RAM Machine Simulator v1.0. Doc: http://adrianbzg.github.io/RAM-Machine-Simulator/html/

RAM-Machine-Simulator

Visualizer for DepMap Copy Number Variation data per lineage for BlueGenes

bluegenes-depmap-cnv-visualizer

storm-bio-sources

Multi-Tape Turing Machine with Graphical Interface. Language: Java

Turing_Machine

Visualizer for DepMap mRNA expression data per lineage for BlueGenes

bluegenes-depmap-expression-visualizer

My personal website, deployed using Docker

personal_website

TypeScript

TabMDA

Code for "TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting" (ICML 2024)

Code for "Language Model Knowledge Distillation for Efficient Question Answering in Spanish" (ICLR 2024 Tiny Papers)

tinyroberta-distillation-qa-es