Discover @lukemelas Open Source projects

Luke Melas-Kyriazi (@lukemelas)

lukemelas

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Registered over 9 years ago
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Location 🇬🇧 United Kingdom
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EfficientNet-PyTorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

realfusion

do-you-even-need-attention

Exploring whether attention is necessary for vision transformers

deep-spectral-segmentation

[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

projection-conditioned-point-cloud-diffusion

Official code for "Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction"

pytorch-pretrained-gans

Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more

Automatic-Image-Colorization

Automatic image colorization with a deep convolutional neural network

image-paragraph-captioning

[EMNLP 2018] Training for Diversity in Image Paragraph Captioning

unsupervised-image-segmentation

[ICLR 2022] Finding an Unsupervised Image Segmenter in each of your Deep Generative Models

simple-bert

A simple PyTorch implementation of BERT, complete with pretrained models and training scripts.

pixmatch

mtob

Poker-Bot-with-Genetic-Algorithms

A final project for Math 153 (Evolutionary Dynamics) at Harvard University

Machine-Translation

Machine translation with recurrent neural networks

lukemelas.github.io

1000-Genomes-Project-Analysis

An analysis of the 1000 Genomes Project in PyTorch

Jupyter Notebook

lukemelas.github.io-src

CS-282-Project

Jupyter Notebook

Language-Modeling

Language modeling on the Penn Treebank dataset

CS-222-Fall-2018

Problem sets from CS 222 Fall 2018

Jupyter Notebook

CS-282-Fall-2018

Problem sets from CS 282 Fall 2018

Jupyter Notebook

CS-244-Project

Like blockchain but deeper

CS-222-Project

Jupyter Notebook

tada

A repository for translation as data augmentation