Adapted to the inclusion of GradDescent

Author: theogf

Manifest.toml

@@ -73,14 +73,6 @@ git-tree-sha1 = "481e4db939f005db39f7296599d0543c0744fe30"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 version = "1.0.2"
 
-[[GradDescent]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "ca5103e33a602705c4196bf5bede1542a82f9dc2"
-repo-rev = "master"
-repo-url = "https://github.com/theogf/GradDescent.jl"
-uuid = "76767984-a792-11e8-2bb2-77d388f79a09"
-version = "0.1.0"
-
 [[InteractiveUtils]]
 deps = ["LinearAlgebra", "Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"

Project.toml

@@ -9,7 +9,6 @@ Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-GradDescent = "76767984-a792-11e8-2bb2-77d388f79a09"
 JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"

docs/src/index.md

@@ -2,10 +2,11 @@
 
 
 ```@contents
+OMGP
 ```
 
-/* ## Install the package
+## Index
 
-```@docs
-train(model)
-``` */
+```@index
+Modules = [OMGP]
+```

src/OMGP.jl

@@ -32,22 +32,23 @@ include("kmeans/KMeansModule.jl")
 include("functions/PGSampler.jl")
 include("functions/PerturbativeCorrection.jl")
 include("functions/GPAnalysisTools.jl")
+include("functions/IO_model.jl")
+include("graddescent/GradDescent.jl")
 #Custom modules
 using .KernelModule
 using .KMeansModule
 using .PGSampler
 using .PerturbativeCorrection
 using .GPAnalysisTools
+using .GradDescent
 # using .IO_model
-include("functions/IO_model.jl")
 #General modules
 using Distributions
 using LinearAlgebra
 using StatsBase
 using SpecialFunctions
 using Dates
 using QuadGK
-using GradDescent
 using SparseArrays
 #Exported models
 export KMeansModule