AdrianBZG
PhD in Machine Learning at University of Cambridge. AI Research Scientist. Research Scientist Intern @ Amazon Previously @ Microsoft
University of CambridgeUnited Kingdom
Pinned Repositories
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" (EMNLP 2024)
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)
TabMDA
Code for "TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting" (ICML 2024)
Twitter-Follow-Exploit
Automated Twitter mass account creation and follow using Selenium and Tor VPN
AdrianBZG's Repositories
AdrianBZG/Medieval_Warfare_VR-Unity
Virtual Reality game for the Intelligent Interfaces subject, made with Unity Engine.
AdrianBZG/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
AdrianBZG/Algorithms-and-Data-Structures-II-2014
Codes for the subject "Advanced Algorithms and Data Structures". Language: C++
AdrianBZG/WindPower-Data_Analysis
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
AdrianBZG/Ruby_Codes-2015
Languages & Paradigms of Programming subject assessments codes. Language: Ruby
AdrianBZG/ChuchuPlusPlus
Chuchu++ is a language/grammar built using PEGjs as parser and with it's own code generator, for the Language Processors subject
AdrianBZG/Framework_Divide-and-Conquer
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
AdrianBZG/Markov_Random-Walk_Algorithm
Markov 2-dimensional random walk implementation. Language: Java. More info: https://en.wikipedia.org/wiki/Random_walk
AdrianBZG/Multiuser-Chat-SharedMemory-2014
Multiuser chat using Shared Memory, for the Operating Systems subject. Language: C++. Using Qt
AdrianBZG/PhoneChat
PhoneChat: Multimodal Interface Project for the Intelligent Interfaces subject
AdrianBZG/Tweet_NLP_Classification
Text classification for 'relevant' or 'not relevant' tweets (in terms of "natural disasters") using Natural Language Processing. Subject: Advanced Artificial Intelligence
AdrianBZG/Conway_Game-of-Life
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
AdrianBZG/Design_Patterns_Example_Codes
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)
AdrianBZG/IEMLS
Interactive Environment & Machine Learning Simulator (IEMLS) for scientific and educational purposes
AdrianBZG/Pushdown_Automaton
Pushdown Automaton with Graphical Interface
AdrianBZG/QuickHull_Algorithm
QuickHull algorithm implementation, with graphical visualization. Language: Java. More info: https://en.wikipedia.org/wiki/Quickhull
AdrianBZG/RAM-Machine-Simulator
RAM Machine Simulator v1.0. Doc: http://adrianbzg.github.io/RAM-Machine-Simulator/html/
AdrianBZG/aima-java
Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
AdrianBZG/aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
AdrianBZG/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
AdrianBZG/becca
a general purpose learning agent
AdrianBZG/cbioportal
cBioPortal for Cancer Genomics
AdrianBZG/eva-tools
Tools compatible with the infrastructure of the European Variation Archive pipeline
AdrianBZG/hep-sf.github.io
HEP Software Foundation github site
AdrianBZG/im-tables
Dynamic Result Table Library
AdrianBZG/phraug
A set of simple Python scripts for pre-processing large files
AdrianBZG/Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning
AdrianBZG/scikit-rvm
Relevance Vector Machine implementation using the scikit-learn API.
AdrianBZG/spark
Mirror of Apache Spark
AdrianBZG/visual-recognition-nodejs
:camera: Sample Node.js Application for the IBM Watson Visual Recognition Service