AntreasAntoniou
Research Associate in Machine Learning, interested in the intersection of multi-modal learning and meta-learning.
University of EdinburghEdinburgh
Pinned Repositories
DAGAN
DAGAN: Data Augmentation Generative Adversarial Networks
DeepClassificationBot
A deep learning powered bot capable of classifying images into user-specified categories
FewShotContinualLearning
The original code for the paper "Benchmarks for Continual Few-Shot Learning".
FewShotContinualLearningDataProvider
The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".
HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
kubejobs
Learning_to_Learn_via_Self-Critique
The original code for the paper "Learning to Learn via Self-Critique".
MatchingNetworks
An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf
minimal-ml-template
A very minimal ml project template that uses HF transformers and wandb to train a simple NN and evaluate it, in a stateless manner compatible with Spot instances kubernetes workflows
mlpractical
Machine Learning Practical course repository
AntreasAntoniou's Repositories
AntreasAntoniou/HowToTrainYourMAMLPytorch
The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.
AntreasAntoniou/DAGAN
DAGAN: Data Augmentation Generative Adversarial Networks
AntreasAntoniou/minimal-ml-template
A very minimal ml project template that uses HF transformers and wandb to train a simple NN and evaluate it, in a stateless manner compatible with Spot instances kubernetes workflows
AntreasAntoniou/kubejobs
AntreasAntoniou/infk8s-tutorial
AntreasAntoniou/AwesomeGPTSystemPrompts
AntreasAntoniou/TALI
AntreasAntoniou/WhisperSpeechToTextApp
A minimal python app that allows easy and quick speech to text for lecture-note taking
AntreasAntoniou/antreasantoniou.github.io
AntreasAntoniou/GATE
Welcome to GATE - Generalization After Transfer Evaluation - A framework built to evaluate a learning process on its ability to learn and generalize on previously unseen Tasks, Data domains and Modalities.
AntreasAntoniou/learn2learn
A PyTorch Library for Meta-learning Research
AntreasAntoniou/.tmux
🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️
AntreasAntoniou/AntreasAntoniou
AntreasAntoniou/BrewView
AntreasAntoniou/codepaces-tutorial
AntreasAntoniou/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
AntreasAntoniou/easy-whisper-transcribe
AntreasAntoniou/EEVEE
EEVEE: A machine learning framework for optimizing model evaluation processes by identifying high-value benchmark subsets.
AntreasAntoniou/github-stats
AntreasAntoniou/hephie
Hephie -- from Hephaestus -- is an AI assistant designed by a software engineer for other software engineers
AntreasAntoniou/hydra-zen
Pythonic functions for creating and enhancing Hydra applications
AntreasAntoniou/LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
AntreasAntoniou/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
AntreasAntoniou/Neat-GPT-UI
AntreasAntoniou/PythonIntroForBioChemistry
AntreasAntoniou/TALI-collector
AntreasAntoniou/TALI-legacy-3.0
AntreasAntoniou/TCS101
AntreasAntoniou/useful-commands
AntreasAntoniou/WorkChamber