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Interaction Effects between your Algorithm and your Learning Rate

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Come for the speed. Stay for the productivity.

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Adagrad requires a learning rate, and why that can be a good thing.

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Getting started with writing optimization algorithms in the JuliaML ecosystem

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MM algorithms for numerical optimization

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Projects

AverageShiftedHistograms.jl

Lightning fast density estimation

Everything Else

My other open source projects

OnlineStats.jl

Parallelizable single-pass algorithms for statistics

Reproducible.jl

Reproducible document generator

SparseRegression.jl

Statistical models with regularization