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Karl Hornlund's Projects

aec icon aec

Exploration of Australian Federal Elections

albumentations icon albumentations

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

aspr icon aspr

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

cifar icon cifar

CIFAR Image Classification Implementation

compsub icon compsub

Automated competition form retriever/submitter

cyclegan icon cyclegan

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

explore_australia icon explore_australia

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

forecast-veg icon forecast-veg

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health

h5py icon h5py

HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.

haggle icon haggle

Flask App to deploy Craigslist NLP haggling model

jigsaw icon jigsaw

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

knausj_talon icon knausj_talon

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

kornia icon kornia

Open Source Differentiable Computer Vision Library for PyTorch

pycondor icon pycondor

Build and submit workflows to HTCondor easily

pymodis icon pymodis

python library to work with MODIS data

pytest-html icon pytest-html

Plugin for generating HTML reports for py.test results

pytest-jinja icon pytest-jinja

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

pytorch-balanced-sampler icon 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.

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