asberk Goto Github PK

2016-fall

Machine Learning in Python with scikit-learn

2017-winter

UBC Scientific Software Seminar: Neural Networks and Deep Learning in Python

aaronberk.ca

my website

active-learning

basic active learning methods for active learning purposes

aoc18

advent of code 2018

aoc2016

Advent of Code 2016

aoc2020

bathym-evolve

A Matlab library dependent on LStoolbox of Ian Mitchell at UBC. Built to use level set methods to evolve NOAA bathymetry data according to the radius of curvature of the data.

bcdata-exercises

my personal exercises from the bcdata workshop 2017

bcdata-hugo-hikari-theme

besovtnv

A GUI for computing hierarchical decompositions over (Besov(1,1,1), L^2), in the flavour of Tadmor-Nezzar-Vese (2004)

blackboxauditing

Research code for auditing and exploring black box machine-learning models.

coursera-clusteranalysis-kmeans

kMeans assignment for Coursera Cluster Analysis in Data Mining with Jiawei Han

create-react-app

Create React apps with no build configuration.

deep-generative-demixing

dermatologyanalysis

dot-config

My ~/.config files

empirical-lasso-mse

no desc for now

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster_rcnn

Faster R-CNN

gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

get_started_sphinx

graphsgmtn

testing and expanding the algorithms introduced by Bertozzi and her myriad coauthors

hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

hugo-academic-theme

ignite

High-level library to help with training neural networks in PyTorch

intro_pytorch

kmeans

A python implementation of k-means clustering using numpy and pandas

logisticregression

A python implementation of logistic regression using numpy

matlab-tools

A collection of useful MATLAB libraries