This is your work, valued

Edinburgh

Antreas Antoniou

Elite
@AntreasAntoniou

Research Associate in Machine Learning, interested in the intersection of multi-modal learning and meta-learning.

antreas.io

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.

826

DAGAN. DAGAN: Data Augmentation Generative Adversarial Networks

419

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

334

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

48

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

45

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

36

kubejobs. Python

32

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

26

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

16

TemplateProjectCDTGPUCluster. Python

10

infk8s-tutorial. Dockerfile

8

AwesomeGPTSystemPrompts.

4

GATE. Python

3

TALI. Python

3

lerobot-instruction-synthesis. Python

3

TPUSanityCheck. Python

3

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

2

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

2

CAPIT. Jupyter Notebook

2

mlpractical-2019. Machine Learning Practical course repository

1

learn2learn. A PyTorch Library for Meta-learning Research

1

mlpractical-2. Machine Learning Practical Course Code Repository

1

mlpractical-1. Machine Learning Practical course repository

1

LearningToReadCharacterByCharacter. Python

1

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

1