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/ashr
An R package for adaptive shrinkage
AdrianBZG/auto-sklearn
Automated Machine Learning with scikit-learn
AdrianBZG/awesome-creative-coding
🎨 Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
AdrianBZG/awesome-neo4j
A curated list of Neo4j resources.
AdrianBZG/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
AdrianBZG/bluegenesProtVista
wrapper around the uniprot protvista protein feature viewer
AdrianBZG/CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
AdrianBZG/dca
Deep count autoencoder for denoising scRNA-seq data
AdrianBZG/DeepSurv
DeepSurv is a deep learning approach to survival analysis.
AdrianBZG/dgi-db
Rails frontend to The Genome Institute's drug gene interaction database.
AdrianBZG/Eel
A little Python library for making simple Electron-like HTML/JS GUI apps
AdrianBZG/elasticsearch-docker
Official Elasticsearch Docker image
AdrianBZG/fastai
The fastai deep learning library, plus lessons and and tutorials
AdrianBZG/GWU_data_mining
Materials for GWU DNSC 6279 and DNSC 6290.
AdrianBZG/NetLSD
NetLSD descriptors for graphs. Compare and analyze graph structure on multiple levels!
AdrianBZG/NN-SVG
Publication-ready NN-architecture schematics.
AdrianBZG/phangorn
Phylogenetic analysis in R
AdrianBZG/phateR
PHATE dimensionality reduction method implemented in R
AdrianBZG/py-spy
Sampling profiler for Python programs
AdrianBZG/pytorch_dl_examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
AdrianBZG/Rtsne
R wrapper for Van der Maaten's Barnes-Hut implementation of t-Distributed Stochastic Neighbor Embedding
AdrianBZG/SAVER
Single-cell RNA-seq Gene Expression Recovery
AdrianBZG/scancode-toolkit
:mag_right: ScanCode scans code and detects licenses, copyrights, package manifests & dependencies and more ... to discover and inventory open source and third-party packages used in your code.
AdrianBZG/scVI
A deep generative model for gene expression profiles from single-cell RNA sequencing
AdrianBZG/shiny
Easy interactive web applications with R
AdrianBZG/SIMLR
Implementations both in R and Matlab of SIMLR (https://www.nature.com/articles/nmeth.4207) and CIMLR (https://www.biorxiv.org/content/early/2018/02/16/267245) Multi-kernel LeaRning methods.
AdrianBZG/swne
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
AdrianBZG/transparent_latent_gan
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
AdrianBZG/treetime
Maximum likelihood inference of time stamped phylogenies and ancestral reconstruction
AdrianBZG/URD
URD - Reconstruction of Branching Developmental Trajectories