AdrianBZG

Algorithms-and-Data-Structures-II-2014

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

HyperBERT

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs"

llama-multimodal-vqa

Multimodal Instruction Tuning for Llama 3

LLM-distributed-finetune

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

Medieval_Warfare_VR-Unity

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

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

Polyglotter

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

SFAVEL

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

SQLformer

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

Twitter-Follow-Exploit

Automated Twitter mass account creation and follow using Selenium and Tor VPN

AdrianBZG/LLM-distributed-finetune

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

AdrianBZG/Polyglotter

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

AdrianBZG/llama-multimodal-vqa

Multimodal Instruction Tuning for Llama 3

AdrianBZG/HyperBERT

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs"

AdrianBZG/Muscular-Dystrophy-Diagnosis

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

AdrianBZG/SQLformer

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

AdrianBZG/InterMine-Data-Browser-Tool

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

AdrianBZG/SFAVEL

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

AdrianBZG/CancerTargetPrediction

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

AdrianBZG/outreachy-opennmt-task

AdrianBZG/bluegenes-depmap-cnv-visualizer

Visualizer for DepMap Copy Number Variation data per lineage for BlueGenes

AdrianBZG/bluegenes-depmap-expression-visualizer

Visualizer for DepMap mRNA expression data per lineage for BlueGenes

AdrianBZG/personal_website

My personal website, deployed using Docker

AdrianBZG/storm-bio-sources

AdrianBZG/tinyroberta-distillation-qa-es

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

AdrianBZG/adrianbzg.github.io

Personal website

AdrianBZG/bluegenes-depmap-screens-visualization

AdrianBZG/bluegenes-protein-atlas-tissue-expression-visualizer

AdrianBZG/bluegenes-protein-visualizer

AdrianBZG/ggnomics

A small project to add ggplot2 extensions

AdrianBZG/Graph-Transformer

Transformer for Graph Classification (in Pytorch and Tensorflow)

AdrianBZG/humanmine-bio-sources

Data sources for HumanMine

AdrianBZG/intermine-general-converter

A prototype tool/script for automatically creating Java converter code for the InterMine software from a given configuration file

AdrianBZG/mimic-sparql

AdrianBZG/pterodactyl-images

Generic docker containers designed to work with Pterodactyl Panel and its daemon.

AdrianBZG/pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

AdrianBZG/sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

AdrianBZG/TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

AdrianBZG/ubuntu-mainline-kernel.sh

Bash script for Ubuntu (and derivatives) to easily (un)install kernels from the Ubuntu Kernel PPA

AdrianBZG/yale-lily.github.io