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New format feature #3

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ed9578b
new format + bug fix
marcichgarnicht Aug 22, 2022
31e2015
format feature
marcichgarnicht Aug 23, 2022
5235ae0
format changes
marcichgarnicht Sep 1, 2022
5fb1922
remove output file
marcichgarnicht Sep 1, 2022
dea4e20
remove trainingDataconfig
marcichgarnicht Sep 1, 2022
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40 changes: 32 additions & 8 deletions TrainingDataGenerator.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,9 @@ function generateTrainingData()
setindex!(outVariance, tryparse(Float32, lines[i][1:(indexOf(':', lines[i])-1)]), index)
setindex!(outRandType, lines[i+1][1], index)
end

fileName = lines[8+(2+nOutputs)*nInputs + 2*nOutputs][1:(indexOf(':', lines[8+(2+nOutputs)*nInputs + 2*nOutputs])-1)]
format = string(lines[14][end])
else
println("ERROR: could not find file \"trainingDataConfig.txt\"")
end
Expand Down Expand Up @@ -121,6 +123,15 @@ function generateTrainingData()
print("Output file name (don't include file type extension): ")
fileName = readline()

print("Should the output be formatted? (yes: y, no: n) ")
format = readline()
while (format[1] != 'n' && format[1] != 'y')
print("\tAnswer only \"n\" or \"y\" please: ")
format = readline()
if format == "y"
end
end

print("Save settings as config file? (yes: y, no: n) ")
if (readline()[1] == 'y')
config = open("trainingDataConfig.txt", "w")
Expand Down Expand Up @@ -157,13 +168,14 @@ $range: range for input $i")
print(config, "\n")

println(config, "$fileName: output file name")
println(config, "format activated: $format")
close(config)
end
end
writeTrainingData(nInputs, nOutputs, nTrainingExamples, inWeights, inRanges, outVariance, outRandType, fileName)
writeTrainingData(nInputs, nOutputs, nTrainingExamples, format, inWeights, inRanges, outVariance, outRandType, fileName)
end

function writeTrainingData(nInputs::Int32, nOutputs::Int32, nTrainingExamples::Int32, inWeights::Array, inRanges::Array, outVariance::Array, outRandType::Array, fileName::String)
function writeTrainingData(nInputs::Int32, nOutputs::Int32, nTrainingExamples::Int32, format::String, inWeights::Array, inRanges::Array, outVariance::Array, outRandType::Array, fileName::String)
file = open("$fileName.txt", "w")
for i in 1:nTrainingExamples
r = rand(Float32, nInputs)
Expand All @@ -172,15 +184,27 @@ function writeTrainingData(nInputs::Int32, nOutputs::Int32, nTrainingExamples::I
randInputVector[j] = r[j]*inRanges[j][2] + inRanges[j][1]
end
outputs::Array = inWeights*randInputVector
print(file, randInputVector)
if outRandType == 'n'
r = randn(nOutputs)
if format == "y"
print(file, "$i. ", randInputVector, "\n")
if outRandType == 'n'
r = randn(nOutputs)
else
r = rand(Float32, nOutputs)
outputs = outputs + (outVariance .* r .- outVariance/2)
println(file, " ", outputs, "\n ")
end
else
r = rand(Float32, nOutputs)
outputs = outputs + (outVariance .* r .- outVariance/2)
println(file, outputs)
print(file, randInputVector)
if outRandType == 'n'
r = randn(nOutputs)
else
r = rand(Float32, nOutputs)
outputs = outputs + (outVariance .* r .- outVariance/2)
println(file, outputs)
end
end
end
close(file)
end

generateTrainingData()
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