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David Weber's Projects

basisselection icon basisselection

A short project studying dictionary learning, mostly focusing on the K-SVD method. The matlab file is the most up to date and relies on https://github.com/mpf/asp for the sparse coding stage

conda.jl icon conda.jl

Conda managing Julia binary dependencies

epipredict icon epipredict

Tools for building predictive models in epidemiology.

epiprocess icon epiprocess

Tools for basic signal processing in epidemiology

ess icon ess

Emacs Speaks Statistics: ESS

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

fourierfilterflux.jl icon fourierfilterflux.jl

convolve with various filters in the fourier domain in an auto-differentiation friendly way

git_training icon git_training

An interactive git training meant to teach you how git works, not just which commands to execute

glm.jl icon glm.jl

Generalized linear models in Julia

glmnet.jl icon glmnet.jl

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

idnns icon idnns

explore DNNs via Infomration

integrated-gradients icon integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

julia icon julia

The Julia Language: A fresh approach to technical computing.

lasso.jl icon lasso.jl

Lasso/Elastic Net solvers for linear and generalized linear models

mat258a icon mat258a

A place to store my homework solutions for MAT258A, which I am taking Fall 2015

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