Robert M. Gower's repositories
StochOpt.jl
A suite of stochastic optimization methods for solving the empirical risk minimization problem.
StochOptMatlab
A suite of stochastic optimization methods, including the stochastic block BFGS method, for minimizing an average of functions (empirical risk minimization)
MultipleScatteringLearnMoments.jl
A Julia library for learning the radius and concentration of a material by using the moments of simulated backscattered waves. The backscattered waves are generated by the MultipleScattering julia package
BigRidge
Inria internship on modern stochastic sketching methods for big data ridge regression
flax
Flax is a neural network library for JAX that is designed for flexibility.
gowerrobert.github.io
Robert M. Gower's homepage
jaxopt
Hardware accelerated, batchable and differentiable optimizers in JAX.
learngithub
just me learning github
MultipleScattering.jl
A Julia library for simulating, processing and plotting acoustic data from scattering problems, particularly random ones.
rnn-tutorial-gru-lstm
Language Model GRU with Python and Theano
sps_optimizers_with_martin_plots
A fork of Wills code with some python notebook on matrix completion and plotting 2d functions
v130
Proceedings of AISTATS 2021