implement scaling of ML outputs to range given by priors (#18)

* implement scaling of ML outputs to range given by priors
* alter check on GPU device from function to testing type

Author: bgctw

.vscode/settings.json

@@ -0,0 +1,6 @@
+{
+    "workbench.colorCustomizations": {
+        "minimap.background": "#00000000",
+        "scrollbar.shadow": "#00000000"
+    }
+}

Project.toml

@@ -11,8 +11,11 @@ ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 Combinatorics = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
 CommonSolve = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
 ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
+DistributionFits = "45214091-1ed4-4409-9bcf-fdb48a05e921"
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40"
 MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54"
 Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
@@ -38,10 +41,13 @@ ChainRulesCore = "1.25"
 Combinatorics = "1.0.2"
 CommonSolve = "0.2.4"
 ComponentArrays = "0.15.19"
+DistributionFits = "0.3.9"
+Distributions = "0.25.117"
 Flux = "v0.15.2, 0.16"
 GPUArraysCore = "0.1, 0.2"
 LinearAlgebra = "1.10.0"
 Lux = "1.4.2"
+MLDataDevices = "1.6.9"
 MLUtils = "0.4.5"
 Optimization = "3.19.3, 4"
 Random = "1.10.0"