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chore: force install latest versions
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lines changed

3 files changed

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-7
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Project.toml

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@@ -1,7 +1,7 @@
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name = "ModelingToolkitNeuralNets"
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uuid = "f162e290-f571-43a6-83d9-22ecc16da15f"
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authors = ["Sebastian Micluța-Câmpeanu <[email protected]> and contributors"]
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version = "1.3.0"
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version = "1.4.0"
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[deps]
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ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
@@ -17,8 +17,8 @@ Aqua = "0.8"
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ComponentArrays = "0.15.11"
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ForwardDiff = "0.10.36"
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JET = "0.8"
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Lux = "0.5.32"
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LuxCore = "0.1.14, 1.0"
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Lux = "1"
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LuxCore = "1"
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ModelingToolkit = "9.9"
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ModelingToolkitStandardLibrary = "2.7"
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Optimization = "3.24"
@@ -29,7 +29,7 @@ SafeTestsets = "0.1"
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SciMLStructures = "1.1.0"
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StableRNGs = "1"
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SymbolicIndexingInterface = "0.3.15"
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Symbolics = "5.27, 6.0"
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Symbolics = "6.9"
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Test = "1.10"
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julia = "1.10"
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docs/Project.toml

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@@ -14,7 +14,7 @@ ModelingToolkitNeuralNets = "f162e290-f571-43a6-83d9-22ecc16da15f"
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[compat]
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Documenter = "1.3"
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Lux = "0.5.32"
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Lux = "1"
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ModelingToolkit = "9.9"
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ModelingToolkitStandardLibrary = "2.7"
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Optimization = "3.24"

src/utils.jl

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function multi_layer_feed_forward(input_length, output_length; width::Int = 5,
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depth::Int = 1, activation = tanh, disable_optimizations = false)
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depth::Int = 1, activation = tanh)
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Lux.Chain(Lux.Dense(input_length, width, activation),
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[Lux.Dense(width, width, activation) for _ in 1:(depth)]...,
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Lux.Dense(width, output_length); disable_optimizations)
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Lux.Dense(width, output_length))
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end

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