Antreas Antoniou

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.

DAGAN. DAGAN: Data Augmentation Generative Adversarial Networks

MatchingNetworks. An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

Learning_to_Learn_via_Self-Critique. The original code for the paper "Learning to Learn via Self-Critique".

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

FewShotContinualLearning. The original code for the paper "Benchmarks for Continual Few-Shot Learning".

kubejobs. Python

DeepClassificationBot. A deep learning powered bot capable of classifying images into user-specified categories

FewShotContinualLearningDataProvider. The original code for the data providers and the datasets of the paper "Defining Benchmarks for Continual Few-Shot Learning".

TemplateProjectCDTGPUCluster. Python

infk8s-tutorial. Dockerfile

AwesomeGPTSystemPrompts.

GATE. Python

TALI. Python

lerobot-instruction-synthesis. Python

TPUSanityCheck. Python

WhisperSpeechToTextApp. A minimal python app that allows easy and quick speech to text for lecture-note taking

nanoGPT. An adapted version of the simplest, fastest repository for training/finetuning medium-sized GPTs.

CAPIT. Jupyter Notebook

mlpractical-2019. Machine Learning Practical course repository

learn2learn. A PyTorch Library for Meta-learning Research

mlpractical-2. Machine Learning Practical Course Code Repository

mlpractical-1. Machine Learning Practical course repository

LearningToReadCharacterByCharacter. Python

hephie. Hephie -- from Hephaestus -- is an AI assistant designed by a software engineer for other software engineers