khornlund

severstal-steel-defect-detection

Kaggle Segmentation Challenge

pytorch-balanced-sampler

PyTorch implementations of `BatchSampler` that under/over sample according to a chosen parameter alpha, in order to create a balanced training distribution.

cookiecutter-pytorch

A Cookiecutter template for PyTorch Deep Learning projects.

aptos2019-blindness-detection

Kaggle 83rd Place (Top 3%) Solution

understanding-cloud-organization

Kaggle Segmentation Challenge

CycleGAN-Music-Style-Transfer-1

Symbolic Music Genre Transfer with CycleGAN

segmentation-models-pytorch

Forked from: https://github.com/qubvel/segmentation_models.pytorch

albumentations

fast image augmentation library and easy to use wrapper around other libraries

haggle

Flask App to deploy Craigslist NLP haggling model

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

aspr

Exploration of the application of machine learning algorithms to the Assignment Problem (NP-Hard Graph Theory)

cifar

CIFAR Image Classification Implementation

cookiecutter-minimal

A minimal template for python packages

cyclegan

PyTorch implementation of paper: https://arxiv.org/abs/1703.10593

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

explore_australia

Access to Australia-wide public data for OZ Minerals/Unearthed Explorer challenge

jigsaw

https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification

kornia

Open Source Differentiable Computer Vision Library for PyTorch

pymodis

python library to work with MODIS data

pytest-jinja

Uses Jinja to convert pytest-json-report output to HTML

pytorch-neural-transfer

https://pytorch.org/tutorials/advanced/neural_style_tutorial.html

robust_loss_pytorch

A pytorch port of google-research/google-research/robust_loss/

spinningup

An educational resource to help anyone learn deep reinforcement learning.

kotw

google-cloud-sdk-feedstock

A conda-smithy repository for google-cloud-sdk.

iwd

khornlund.github.io

Personal website

knausj_talon

Config for talon for Mac, Windows and Linux. Very much in progress.

lotcs

resume