ethanwharris

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Ethan Harris ethanwharris

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Staff Research Engineer @Lightning-AI

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@Lightning-AI

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FMix

Code for our paper "FMix: Enhancing Mixed Sample Data Augmentation"
Used by the second place team in the Bengali.AI Handwritten Grapheme Classification Kaggle competition and by the third place team in the Rainforest Connection Species Audio Detection Kaggle competition

Torchbearer

A model training library for PyTorch
Formerly part of the PyTorch ecosystem
Used in the University of Southampton Differentiable Programming (and Deep Learning) module
Joined PyTorch-Lightning last year

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Lightning-AI/pytorch-lightning Lightning-AI/pytorch-lightning Public

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Python 30.8k 3.7k
Lightning-Universe/lightning-flash Lightning-Universe/lightning-flash Public archive

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

Python 1.7k 210
ecs-vlc/FMix ecs-vlc/FMix Public

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

Jupyter Notebook 339 39
pytorchbearer/torchbearer pytorchbearer/torchbearer Public

torchbearer: A model fitting library for PyTorch

Python 641 64
ecs-vlc/opponency ecs-vlc/opponency Public

Code for the paper: Spatial and Colour Opponency in Anatomically Constrained Deep Networks

Jupyter Notebook 12 1
STAWM STAWM Public

Code for the paper 'A Biologically Inspired Visual Working Memory for Deep Networks'

Python 21 2