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Add experimental neural network
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parent
397b8d0ba2
commit
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4 changed files with 163 additions and 3 deletions
33
init.R
33
init.R
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@ -1,6 +1,7 @@
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source("clustering.R")
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source("correlation.R")
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source("input.R")
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source("neural.R")
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source("util.R")
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# Load input data
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@ -56,6 +57,24 @@ correlation_replicative <- run_cached(
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tpe_old_genes
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)
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neural_all <- run_cached(
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"neural_all",
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process_neural,
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distances,
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all_species,
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all_genes,
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tpe_old_genes
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)
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neural_replicative <- run_cached(
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"neural_replicative",
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process_neural,
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distances,
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replicative_species,
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all_genes,
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tpe_old_genes
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)
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# Merge processed data as well as gene information.
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results_all <- merge(
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@ -72,6 +91,13 @@ results_all <- merge(
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by.y = "gene"
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)
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results_all <- merge(
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results_all,
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neural_all,
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by.x = "id",
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by.y = "gene"
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)
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results_replicative <- merge(
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genes,
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clustering_replicative,
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@ -86,6 +112,13 @@ results_replicative <- merge(
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by.y = "gene"
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)
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results_replicative <- merge(
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results_replicative,
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neural_replicative,
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by.x = "id",
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by.y = "gene"
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)
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# Rename `id` columns to `gene`.
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setnames(results_all, "id", "gene")
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