From 8cc4a901c2950fca2a8228c6968ad773477da714 Mon Sep 17 00:00:00 2001 From: pat-alt <altmeyerpat@gmail.com> Date: Tue, 26 Sep 2023 12:51:20 +0200 Subject: [PATCH] uff --- experiments/california_housing.jl | 2 ++ experiments/circles.jl | 2 ++ experiments/german_credit.jl | 2 ++ experiments/gmsc.jl | 2 ++ experiments/linearly_separable.jl | 2 ++ experiments/moons.jl | 2 ++ 6 files changed, 12 insertions(+) diff --git a/experiments/california_housing.jl b/experiments/california_housing.jl index 8c811093..ffe8610a 100644 --- a/experiments/california_housing.jl +++ b/experiments/california_housing.jl @@ -30,6 +30,8 @@ params = ( sampling_steps=30, use_ensembling=true, opt=Flux.Optimise.Descent(0.05), + Λ=[0.1, 0.1, 0.1], + n_individuals=25, dim_reduction=true, ) diff --git a/experiments/circles.jl b/experiments/circles.jl index 80c77271..59facfe3 100644 --- a/experiments/circles.jl +++ b/experiments/circles.jl @@ -19,6 +19,8 @@ params = ( epochs=100, α=[1.0, 1.0, 1e-2], sampling_steps=30, + opt=Flux.Optimise.Descent(0.05), + Λ=[0.1, 0.1, 0.05], ) # Best grid search params: diff --git a/experiments/german_credit.jl b/experiments/german_credit.jl index e213740d..4d5c170c 100644 --- a/experiments/german_credit.jl +++ b/experiments/german_credit.jl @@ -30,6 +30,8 @@ params = ( sampling_steps=30, use_ensembling=true, opt=Flux.Optimise.Descent(0.05), + Λ=[0.2, 0.2, 0.2], + n_individuals=25, dim_reduction=true, ) diff --git a/experiments/gmsc.jl b/experiments/gmsc.jl index f2bbfe68..e21b72ee 100644 --- a/experiments/gmsc.jl +++ b/experiments/gmsc.jl @@ -31,6 +31,8 @@ params = ( sampling_steps = 30, use_ensembling = true, opt=Flux.Optimise.Descent(0.05), + Λ = [0.1, 0.1, 0.1], + n_individuals=25, dim_reduction=true, ) diff --git a/experiments/linearly_separable.jl b/experiments/linearly_separable.jl index 60a5c292..5fed9e4c 100644 --- a/experiments/linearly_separable.jl +++ b/experiments/linearly_separable.jl @@ -20,6 +20,8 @@ params = ( n_layers=3, activation=Flux.swish, epochs=100, + Λ=[0.1, 0.1, 0.05], + opt=Flux.Optimise.Descent(0.01), ) # Best grid search params: diff --git a/experiments/moons.jl b/experiments/moons.jl index 5c91e210..f92f0648 100644 --- a/experiments/moons.jl +++ b/experiments/moons.jl @@ -19,6 +19,8 @@ params = ( epochs=500, sampling_batch_size=10, sampling_steps=30, + Λ=[0.1, 0.1, 0.5], + opt=Flux.Optimise.Descent(0.01), ) # Best grid search params: -- GitLab