AndreiRoibu
DPhil student at The University of Oxford, currently working on AI, Deep Learning, Reinforcement Learning and Machine Learning projects.
Oxford UniversityOxford, UK
Pinned Repositories
AgeMapper
Fast, versatile, 3D multi-modal MRI brain age prediction network
AgeMapper-Analysis
Repository containing all the analysis scrips utilised for the post-training work done in the @AgeMapper repository.
AIforFinancialEngineering
Repository supporting my learning of applied AI techniques and the core fundamentals of financial engineering.
AIwithPyTorch
Repo for course material from the "PyTorch: Deep Learning and Artificial Intelligence" course on Udemy (https://www.udemy.com/course/pytorch-deep-learning/)
AIwithTensorflow2
Repo for course material from the "Tensorflow 2.0: Deep Learning and Artificial Intelligence" course on Udemy (https://www.udemy.com/course/deep-learning-tensorflow-2/)
DeepReinforcementLearning
Disertation project at the University of Sheffield
LinearRegression
MultiAgeMapper
3D multi-modal MRI brain age prediction networks
SwinAgeMapper
SWIN Transformer implementation for brain age prediction tasks.
Paint4Brains
A brain MRI segmentation tool that provides accurate robust segmentation of problematic brain regions across the neurodegenerative spectrum. The methodology is generalisable to perform well with the typical variance in MRI acquisition parameters and other factors that influence image contrast.
AndreiRoibu's Repositories
AndreiRoibu/AgeMapper
Fast, versatile, 3D multi-modal MRI brain age prediction network
AndreiRoibu/AIforFinancialEngineering
Repository supporting my learning of applied AI techniques and the core fundamentals of financial engineering.
AndreiRoibu/DeepReinforcementLearning
Disertation project at the University of Sheffield
AndreiRoibu/LinearRegression
AndreiRoibu/AgeMapper-Analysis
Repository containing all the analysis scrips utilised for the post-training work done in the @AgeMapper repository.
AndreiRoibu/AIwithPyTorch
Repo for course material from the "PyTorch: Deep Learning and Artificial Intelligence" course on Udemy (https://www.udemy.com/course/pytorch-deep-learning/)
AndreiRoibu/AIwithTensorflow2
Repo for course material from the "Tensorflow 2.0: Deep Learning and Artificial Intelligence" course on Udemy (https://www.udemy.com/course/deep-learning-tensorflow-2/)
AndreiRoibu/AzureMachineLearning
Repository containing code of a Microsoft Azure machine learning project I completed to reinforce my learning.
AndreiRoibu/BayesianMachineLearning-A-B-testing
AndreiRoibu/ci-starter
AndreiRoibu/GANs-VariationalAutoencoders
Repository for the "GANs and Variational Autoencoders" course on udemy (https://www.udemy.com/course/deep-learning-gans-and-variational-autoencoders/)
AndreiRoibu/MultiAgeMapper
3D multi-modal MRI brain age prediction networks
AndreiRoibu/SwinAgeMapper
SWIN Transformer implementation for brain age prediction tasks.
AndreiRoibu/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
AndreiRoibu/LogisticRegression
AndreiRoibu/MultiAgeMapper-Analysis
Repository containing all the analysis scrips utilised for the post-training work done in the @MultiAgeMapper repository.
AndreiRoibu/NeuralNetwoks
AndreiRoibu/NumpyStack
A repository for some very basic numpy scripts, from my individual learning. Code inspired by thelazyprogrammer.
AndreiRoibu/quickNAT_pytorch
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
AndreiRoibu/StudentLoanCalculator
Small project to calculate the payment of my student loan and how it fits in my longterm wealth management.
AndreiRoibu/SupervisedMachineLearning
AndreiRoibu/SwinAgeMapper-Analysis
Repository containing all the analysis scrips utilised for the post-training work done in the @ SwinAgeMapper repository.
AndreiRoibu/UndergradProjects
A repository of codes I wrote while an Aerospace Student at The University of Sheffield.
AndreiRoibu/UnsupervisedDeepLearning
Repo for my course work on the Unsupervised Deep Learning course on Udemy: https://www.udemy.com/share/1021eSCUQYd15XQHo=/