Commit 85baa19a authored by lucas_miranda's avatar lucas_miranda
Browse files

Added latent regularization control to deepof.data.coordinates.deep_unsupervised_embedding()

parent ce65f935
Pipeline #93333 canceled with stage
in 3 minutes and 30 seconds
...@@ -15,7 +15,7 @@ import os ...@@ -15,7 +15,7 @@ import os
outpath = "/psycl/g/mpsstatgen/lucas/DLC/DLC_autoencoders/DeepOF/deepof/logs/" outpath = "/psycl/g/mpsstatgen/lucas/DLC/DLC_autoencoders/DeepOF/deepof/logs/"
losses = ["ELBO"] # , "MMD", "ELBO+MMD"] losses = ["ELBO"] # , "MMD", "ELBO+MMD"]
encodings = [4, 8] # [2, 4, 6, 8, 10, 12, 14, 16] encodings = [6] # [2, 4, 6, 8, 10, 12, 14, 16]
cluster_numbers = [25] # [1, 5, 10, 15, 20, 25] cluster_numbers = [25] # [1, 5, 10, 15, 20, 25]
latent_reg = ["none", "categorical", "variance", "categorical+variance"] latent_reg = ["none", "categorical", "variance", "categorical+variance"]
pheno_weights = [0.01, 0.1, 0.25, 0.5, 1.0, 2.0, 4.0, 10.0, 100.0] pheno_weights = [0.01, 0.1, 0.25, 0.5, 1.0, 2.0, 4.0, 10.0, 100.0]
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