From a4e1a0b26eceb04ae3410337fa210c920404a112 Mon Sep 17 00:00:00 2001 From: Pat Alt <55311242+pat-alt@users.noreply.github.com> Date: Wed, 26 Apr 2023 14:24:10 +0200 Subject: [PATCH] attempting a run without normalising digits to between -1 and 1 --- artifacts/results/mnist_vae.jls | Bin 1003702 -> 1003702 bytes artifacts/results/mnist_vae_weak.jls | Bin 199710 -> 199710 bytes notebooks/mnist.qmd | 11 ++++++----- paper/paper.pdf | Bin 378501 -> 378631 bytes paper/paper.tex | 1 + 5 files changed, 7 insertions(+), 5 deletions(-) diff --git a/artifacts/results/mnist_vae.jls b/artifacts/results/mnist_vae.jls index 1beb8495d7cc6c0d2a30194edf20c3e28b6625f4..67e2b2de0951f2d914bb4a75088c8ced1e118dbc 100644 GIT binary patch delta 92 zcmdnC(01EG+lCg#7N!>F7M2#)7Pc1l7LF~PQ=e}C{-2YPar**2u6yBIe{j9mZm)0W t0%C3;<^f{f?e*<^W+%5#dCIv;V*7I)uAPkA>)N=0TI~LD?qFo}1pxX+CGY?M delta 93 zcmdnC(01EG+lCg#7N!>F7M2#)7Pc1l7LF~PQ=e|1Wz4@)V*6h|{vC|lr#$6kV%%P0 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_finaliser = x -> x # finaliser function ```{julia} # JEM parameters: -ð’Ÿx = Uniform(-1,1) +ð’Ÿx = Uniform(0,1) ð’Ÿy = Categorical(ones(output_dim) ./ output_dim) sampler = ConditionalSampler( ð’Ÿx, ð’Ÿy, @@ -306,7 +307,7 @@ model_performance = DataFrame() for (mod_name, mod) in model_dict # Test performance: test_data = load_mnist_test() - test_data.X = pre_process.(test_data.X, noise=0.0f0) + # test_data.X = pre_process.(test_data.X, noise=0.0f0) _perf = CounterfactualExplanations.Models.model_evaluation(mod, test_data, measure=collect(values(measure))) _perf = DataFrame([[p] for p in _perf], collect(keys(measure))) _perf.mod_name .= mod_name diff --git a/paper/paper.pdf b/paper/paper.pdf index ca87169a5b0c6e9867f9fbce9a18262852f3c448..7f8f4cc72ad9d371e1c9c82e43d7b19bde004d3f 100644 GIT binary patch delta 39227 zcmV(~K+nI0jTeWG7l5<@FP;H7mw`+I69Y0ZIhRpy11NvB8ryE$xbnSUp+^~r6_FxE zsf+W_rfHF$?qW}qa{;n_P-MpDMwYy~Y?}T0ogqgK<+w=&^q@dRQ^VohZ%Q1jgE;u` 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\end{itemize} \section{Discussion} -- GitLab