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/A-simple-baseline-algorithm-for-graph-classification
AdrianBZG/graph-representation-learning
Autoencoders for Link Prediction and Semi-Supervised Node Classification
AdrianBZG/ARGA
This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].
AdrianBZG/awesome-community-detection
A curated list of community detection techniques.
AdrianBZG/awesome-graph-embedding
A collection of important graph embedding, classification and representation learning papers with implementations.
AdrianBZG/awesome-network-embedding
A curated list of network embedding techniques.
AdrianBZG/axondeepseg
Axon/Myelin segmentation using Deep Learning
AdrianBZG/curatedMetagenomicData
Curated and processed metagenomic data through ExperimentHub
AdrianBZG/deck.gl
WebGL2 powered geospatial visualization layers
AdrianBZG/diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018).
AdrianBZG/dragonn
A toolkit to learn how to model and interpret regulatory sequence data using deep learning.
AdrianBZG/fgsea
Fast Gene Set Enrichment Analysis
AdrianBZG/gae
Implementation of Graph Auto-Encoders in TensorFlow
AdrianBZG/ggstatsplot
Collection of functions to enhance ggplot2 plots with results from statistical tests.
AdrianBZG/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
AdrianBZG/GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
AdrianBZG/hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
AdrianBZG/horovod
Distributed training framework for TensorFlow, Keras, and PyTorch.
AdrianBZG/humanmine
HumanMine - an InterMine with human genomic data
AdrianBZG/keras
R Interface to Keras
AdrianBZG/lda2vec
AdrianBZG/LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
AdrianBZG/M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
AdrianBZG/node2vec
Implementation of the node2vec algorithm.
AdrianBZG/pcaExplorer
pcaExplorer - Interactive exploration of Principal Components of Samples and Genes in RNA-seq data
AdrianBZG/PyTorch-NLP
Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)
AdrianBZG/scikit-plot
An intuitive library to add plotting functionality to scikit-learn objects.
AdrianBZG/SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
AdrianBZG/stock-rnn
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
AdrianBZG/vega
A visualization grammar.