From 9656a59a19d3112fdf3a0de2acc3f7c8540fb612 Mon Sep 17 00:00:00 2001 From: will king Date: Sat, 7 Sep 2024 10:51:55 -0700 Subject: [PATCH] removed unused Julia models --- .../Logistic_WorkingParamRecovery.jl | 1745 ---------------- Julia-turing models/Model.jl | 62 - Julia-turing models/MultivariateExample.jl | 1757 ---------------- Julia-turing models/PlutoModel.jl | 1799 ----------------- 4 files changed, 5363 deletions(-) delete mode 100644 Julia-turing models/Logistic_WorkingParamRecovery.jl delete mode 100644 Julia-turing models/Model.jl delete mode 100644 Julia-turing models/MultivariateExample.jl delete mode 100644 Julia-turing models/PlutoModel.jl diff --git a/Julia-turing models/Logistic_WorkingParamRecovery.jl b/Julia-turing models/Logistic_WorkingParamRecovery.jl deleted file mode 100644 index 7c997c6..0000000 --- a/Julia-turing models/Logistic_WorkingParamRecovery.jl +++ /dev/null @@ -1,1745 +0,0 @@ -### A Pluto.jl notebook ### -# v0.19.19 - -using Markdown -using InteractiveUtils - -# ╔═╡ c3854198-646b-11ed-1d90-077419a6a860 -using Turing,StatsFuns,Distributions,StatsPlots,FillArrays - -# ╔═╡ f6fc4578-43c5-4fb7-a24c-2567aa5b33c1 -using Random - -# ╔═╡ 735ae519-019e-48c6-8b73-7982fa60501a -md""" -This model is designed to recover parameters through logistic regression. - -Note that recovery depends on specifying generating the data properly. -""" - -# ╔═╡ bd9391b7-5240-46ca-be26-357292ffaddb -begin #creating synthetic data - #n = 100_000 #successfully tested with n=100_000. It recovered the values quite well. - n = 1000 - β = [1 2 -3] - α = 0 - k=length(β) - ϵ = randn(n) - X = rand(Uniform(0,1),(n,k)) - - B = α .+ (X*β') - lB=logistic.(B) - y = rand.(Bernoulli.(lB)) -end - -# ╔═╡ 9bf20953-ae30-4468-943a-ddc2898da9b3 -maximum(B),minimum(B),mean(B),std(B) - -# ╔═╡ 7fa29a18-6988-49b8-b2b4-b41a31de5757 -histogram(B) - -# ╔═╡ 9ea0c03d-65f5-41db-b455-299cb7461e51 -plot(lB,y,seriestype=:scatter,legend=nothing) - -# ╔═╡ 0696416b-72ba-46a0-ac54-0f8afbba554b -@model function Logit(y,X) - n,k = size(X) - β ~ MvNormal(zeros(k),1) - σ ~ Exponential(1) - α ~ Normal(0,1) - - μ = α .+ X*β - p = logistic.(μ) - - y .~ Bernoulli.(p) -end - -# ╔═╡ a2632230-b891-48b3-ba05-d34dc6076101 -# ╠═╡ disabled = true -#=╠═╡ -MvNormal(zeros(k),1) - ╠═╡ =# - -# ╔═╡ af054878-09ed-4c67-8655-5ff0bd0d1193 -# ╠═╡ disabled = true -#=╠═╡ -BernoulliLogit - ╠═╡ =# - -# ╔═╡ 3f4aa70d-ffce-44fe-8520-831a5a94fe47 -testmodel = Logit(y,X) - -# ╔═╡ 989b69de-e187-48f2-8454-8d86b232d895 -chain = sample(testmodel,NUTS(),2000) - -# ╔═╡ 8da7994b-ac63-4583-a360-d49cc8b04d35 -plot(chain) - -# ╔═╡ 00000000-0000-0000-0000-000000000001 -PLUTO_PROJECT_TOML_CONTENTS = """ -[deps] -Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" -FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" -Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" -StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c" -StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd" -Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" - -[compat] -Distributions = "~0.25.77" -FillArrays = "~0.13.5" -StatsFuns = "~1.0.1" -StatsPlots = "~0.15.4" -Turing = "~0.22.0" -""" - -# ╔═╡ 00000000-0000-0000-0000-000000000002 -PLUTO_MANIFEST_TOML_CONTENTS = """ -# This file is machine-generated - editing it directly is not advised - -julia_version = "1.8.5" -manifest_format = "2.0" -project_hash = "a808c35d6378600ae05d4769016c237f2e50c952" - -[[deps.AbstractFFTs]] -deps = ["ChainRulesCore", "LinearAlgebra"] -git-tree-sha1 = "69f7020bd72f069c219b5e8c236c1fa90d2cb409" -uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" -version = "1.2.1" - 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-[[deps.x264_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2" -uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" -version = "2021.5.5+0" - -[[deps.x265_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9" -uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" -version = "3.5.0+0" - -[[deps.xkbcommon_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] -git-tree-sha1 = "9ebfc140cc56e8c2156a15ceac2f0302e327ac0a" -uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" -version = "1.4.1+0" -""" - -# ╔═╡ Cell order: -# ╠═c3854198-646b-11ed-1d90-077419a6a860 -# ╠═735ae519-019e-48c6-8b73-7982fa60501a -# ╠═f6fc4578-43c5-4fb7-a24c-2567aa5b33c1 -# ╠═bd9391b7-5240-46ca-be26-357292ffaddb -# ╠═9bf20953-ae30-4468-943a-ddc2898da9b3 -# ╠═7fa29a18-6988-49b8-b2b4-b41a31de5757 -# ╠═9ea0c03d-65f5-41db-b455-299cb7461e51 -# ╠═0696416b-72ba-46a0-ac54-0f8afbba554b -# ╠═a2632230-b891-48b3-ba05-d34dc6076101 -# ╠═af054878-09ed-4c67-8655-5ff0bd0d1193 -# ╠═3f4aa70d-ffce-44fe-8520-831a5a94fe47 -# ╠═989b69de-e187-48f2-8454-8d86b232d895 -# ╠═8da7994b-ac63-4583-a360-d49cc8b04d35 -# ╟─00000000-0000-0000-0000-000000000001 -# ╟─00000000-0000-0000-0000-000000000002 diff --git a/Julia-turing models/Model.jl b/Julia-turing models/Model.jl deleted file mode 100644 index 60d94d7..0000000 --- a/Julia-turing models/Model.jl +++ /dev/null @@ -1,62 +0,0 @@ - -using Turing, StatsFuns -using Distributions, StatsPlots - -using FillArrays - -begin #creating synthetic data - βs = [1 2 3]' - x = Matrix([1:10 1:2:20 1:3:30]) - X = (x .- mean(x,dims=1)) ./ std(x,dims=1) - t = [x for x=1:0.5:5.5] - s = rand([1,2],10) - σ= [2 3] - rand_draw1 = randn(10) - - y = x*βs .+ σ[s] -end - -@model function JointDurationStateModel( - DeviationFromExpectedDuration, - ConclusionStatus, - SnapshotState, - CurrentDuration, -) - # get dimensions - n,k = size(SnapshotState) - - #hyperpriors priors - - #Heirarchal parameters - #β ~ MvNormal(Fill(0,k),2) - η ~ MvNormal(Fill(0,k),2) - - #Direct Priors - #σ_DFED ~ filldist(Exponential(1),2) #TODO: check implication of this form - - #model - #μ = SnapshotState * β - p = StatsFuns.logistic.(SnapshotState * η) - - #estimate ConclusionStatus model - ConclusionStatus .~ Bernoulli(p) - #Estimate DFED model - #= - for i in eachindex(ConclusionStatus) - DeviationFromExpectedDuration ~ Normal( - μ[ConclusionStatus[i]], - σ_DFED[ConclusionStatus[i]] - ) - end - =# -end - -model = JointDurationStateModel(y,s,X,t) -prior = JointDurationStateModel(fill(missing,size(y)),fill(missing,size(s)),X,t) - -chain = sample(model,NUTS(0.85),2000) - - - -plot(chain) - diff --git a/Julia-turing models/MultivariateExample.jl b/Julia-turing models/MultivariateExample.jl deleted file mode 100644 index 4ceb812..0000000 --- a/Julia-turing models/MultivariateExample.jl +++ /dev/null @@ -1,1757 +0,0 @@ -### A Pluto.jl notebook ### -# v0.19.14 - -using Markdown -using InteractiveUtils - -# ╔═╡ add4bb20-1da8-45e7-a40f-1b41c149d5f0 -using Turing,StatsFuns, Distributions,StatsPlots,FillArrays - -# ╔═╡ c39be064-648a-11ed-0677-ebe624104c69 -md""" -# Model Description - -s: Completion status -t: time remaining -τ: Time elapsed -x₁: current status -x₂: market competitors -x₃: other value (placeholder) - -p,μ,σ = f(τ,X) -A,B = f(μ,σ) -(s,t) ~ (bernoulli(p), Gamma(A,B)) -""" - -# ╔═╡ fb1ce990-915e-46eb-88a6-ac3c2bc55f4e -begin #test params - n = 100 -end - -# ╔═╡ a84568ec-f443-4b36-83ba-baf5aceae209 -function dummy_builder(x) - features = unique(x) - z = zeros(Int,(length(x),length(features))) - for (i,item) in enumerate(x), (j,feature) in enumerate(features) - if item == feature - z[i,j] = 1 - end - end - z -end - -# ╔═╡ d75ac31e-9524-4ad7-b350-0a6dabdf22d2 -begin - τ = rand(Exponential(2),n) - status = rand(["active","not recruiting","suspended"],n) - x₁ = dummy_builder(status) - x₂ = rand([0 1 2 3 4],n) - x₃ = rand([1 2 3],n) - - X = hcat(τ, x₁, x₂, x₃) -end - -# ╔═╡ 8735884f-efdc-4421-a205-06b68946b564 -begin #build statuses - ξ = [-5 6 -7 3 -2 4]' - Ξ = logistic.(X * ξ) - s = rand.(Bernoulli.(Ξ)) -end - -# ╔═╡ 7cee4dad-17b4-4cf8-8fa7-631722c4f9bf -begin #Build Durations - β = [1 2 3 4 5 1]' - ν = [6 5 4 3 2 1]' - α = [-1,1] - - - μ = X * β .+ [α[x+1] for x in s] - η = (X * ν).^2 - - - t = rand.(Normal.(μ,η)) -end - -# ╔═╡ f0687986-ac5f-47c7-ad79-07318d770d17 -plot(Ξ,s,seriestype=:scatter, legend=nothing) - -# ╔═╡ fd7264ce-00af-49a3-91c9-2277bad2b3e9 -@model function MultiVariate(s,t,X) - n,k=size(X) - - #model S - ξ ~ MvNormal(zeros(k),2) - σₛ ~ Exponential(1) - - μ = X*ξ - p = logistic.(μ) - - s .~ Bernoulli.(p) - - #model t - β ~ MvNormal(zeros(k),2) - ν ~ MvNormal(zeros(k),2) - α ~ MvNormal([0,0], 2) - - μ = X * β .+ [α[x+1] for x in s] - η = (X * ν).^2 - - - t .~ Normal.(μ,η) -end - -# ╔═╡ a9362616-b992-4100-b000-48c8ae7b4d4b -a =[1,2] - -# ╔═╡ edad9362-fbd3-445a-857d-9687c1adbddd -testmod = MultiVariate(s,t,X) - -# ╔═╡ d30d54df-260e-4826-89e3-de5434f8a730 -chain = sample(testmod,Gibbs(NUTS(),PG(20,:α)),1000) - -# ╔═╡ 846a1840-5734-4ed3-9d9c-01f063cd0057 -plot(chain) - -# ╔═╡ 00000000-0000-0000-0000-000000000001 -PLUTO_PROJECT_TOML_CONTENTS = """ -[deps] -Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" -FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" -StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c" -StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd" -Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" - -[compat] -Distributions = "~0.25.77" -FillArrays = "~0.13.5" -StatsFuns = "~1.0.1" -StatsPlots = "~0.15.4" -Turing = "~0.22.0" -""" - 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-[[deps.x264_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2" -uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" -version = "2021.5.5+0" - -[[deps.x265_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9" -uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" -version = "3.5.0+0" - -[[deps.xkbcommon_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] -git-tree-sha1 = "9ebfc140cc56e8c2156a15ceac2f0302e327ac0a" -uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" -version = "1.4.1+0" -""" - -# ╔═╡ Cell order: -# ╟─c39be064-648a-11ed-0677-ebe624104c69 -# ╠═add4bb20-1da8-45e7-a40f-1b41c149d5f0 -# ╠═fb1ce990-915e-46eb-88a6-ac3c2bc55f4e -# ╠═d75ac31e-9524-4ad7-b350-0a6dabdf22d2 -# ╟─a84568ec-f443-4b36-83ba-baf5aceae209 -# ╠═7cee4dad-17b4-4cf8-8fa7-631722c4f9bf -# ╠═8735884f-efdc-4421-a205-06b68946b564 -# ╠═f0687986-ac5f-47c7-ad79-07318d770d17 -# ╠═fd7264ce-00af-49a3-91c9-2277bad2b3e9 -# ╠═a9362616-b992-4100-b000-48c8ae7b4d4b -# ╠═edad9362-fbd3-445a-857d-9687c1adbddd -# ╠═d30d54df-260e-4826-89e3-de5434f8a730 -# ╠═846a1840-5734-4ed3-9d9c-01f063cd0057 -# ╟─00000000-0000-0000-0000-000000000001 -# ╟─00000000-0000-0000-0000-000000000002 diff --git a/Julia-turing models/PlutoModel.jl b/Julia-turing models/PlutoModel.jl deleted file mode 100644 index 5b56c12..0000000 --- a/Julia-turing models/PlutoModel.jl +++ /dev/null @@ -1,1799 +0,0 @@ -### A Pluto.jl notebook ### -# v0.19.19 - -using Markdown -using InteractiveUtils - -# ╔═╡ c3854198-646b-11ed-1d90-077419a6a860 -using Turing,StatsFuns,Distributions,StatsPlots,FillArrays - -# ╔═╡ 54680695-4d31-4dd9-8b3c-c0af5153abef -using LinearAlgebra - -# ╔═╡ f6fc4578-43c5-4fb7-a24c-2567aa5b33c1 -using Random - -# ╔═╡ 735ae519-019e-48c6-8b73-7982fa60501a -md""" -So it seems like I am having issues where I can't get the herarcheal parameters to work. -""" - -# ╔═╡ 166031a9-d200-48f2-93f7-0e535d0a78b7 -begin - n=1000 - enrollment_ratio = rand([0.2,0.5,0.7,1,1.1],n) - marketing = rand([0,1,2,1,5,7],n) - - x = hcat(enrollment_ratio,marketing) - k = size(x,2) - - g=2 #number of categories - category = rand(1:g,n) - - M = reshape(1:(k*g),g,k) .* 0.1 - B = M .+ randn(g,k) - - mu = -1 .+ sum(x .* B[category,:],dims=2) - p = logistic.(mu) - y = rand.(Bernoulli.(p)) -end - -# ╔═╡ 2dc7ff65-08ed-4234-b997-50d999e54b32 -M - -# ╔═╡ 2654dac7-6ed8-4625-bb62-07ef771869b6 - - -# ╔═╡ b9fb5248-fff9-4b8e-8801-71a797e4c31e - - -# ╔═╡ ec27451b-252f-406a-8d60-376f4dc79da1 - - -# ╔═╡ ef5d40d7-a9a8-40e4-8004-f40dbd58f837 - - -# ╔═╡ 0100a4ef-45d6-4ea3-b27c-93889bc09827 - - -# ╔═╡ 69e8107d-88d1-42d9-9a9b-93dbbf28bbe8 -histogram(p,bins=20) - -# ╔═╡ 069c6761-ed63-4a16-aeaf-2fc4db029dfe -histogram(y) - -# ╔═╡ be6c4cd5-a45d-42ea-845b-d7815c1e93f8 -@model function hielogit(y, cat, x,g, ::Type{T} = Float64) where {T} - n,k = size(x) - k = k+1 - x1 = ones(n) - x = hcat(x1,x) - μ ~ MvNormal(k,1) #hyperparam - - σ ~ filldist(Exponential(0.2),g) - - β = Vector{Vector{T}}(undef,g) - for i in 1:g - β[i] ~ MvNormal(μ,σ[i]) - end - - for i in 1:n - p = sum(x[1,:] .* β[cat[i]]) - y[i] ~ BernoulliLogit(p) - end -end - -# ╔═╡ 630d8bca-346d-49df-b62a-ebdd7530dd83 - - -# ╔═╡ e5c05073-7686-4053-8593-3953d8f18f16 - - -# ╔═╡ 153ae545-5baf-4c53-a76c-f22a72994096 - - -# ╔═╡ f113c911-64ab-4998-8a1c-7b17af4b2e9a -hl = hielogit(y,category,x,g) - -# ╔═╡ 37f3dadf-d07b-49c7-82fb-5ce49edc4476 -chains_of_jacob_marley = sample(hl, NUTS(),2000) - -# ╔═╡ 887d70f4-3592-4cd9-b290-66e07a4821f9 -plot(chains_of_jacob_marley) - -# ╔═╡ 09bf1ae5-3b22-4c40-a99b-7eab5aafd76d -chains_of_jacob_marley.name_map - -# ╔═╡ a4ba8cc8-e187-4841-ae2e-dbc94b1bfc76 -mean(chains_of_jacob_marley.value.data[:,1:11,1],dims=1) - -# ╔═╡ 25bf4f46-0051-4d06-8582-38dd4ac3ecdf - - -# ╔═╡ be600b5b-745b-4750-b534-a5a40461344a -chains_of_jacob_marley.value.axes[2].val[1:11] - -# ╔═╡ c518e08f-0a34-4622-bcf4-24e3f2235ed0 - - -# ╔═╡ 00000000-0000-0000-0000-000000000001 -PLUTO_PROJECT_TOML_CONTENTS = """ -[deps] -Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" -FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" -LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" -Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" -StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c" -StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd" -Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" - -[compat] -Distributions = "~0.25.77" -FillArrays = "~0.13.5" -StatsFuns = "~1.0.1" -StatsPlots = "~0.15.4" -Turing = "~0.22.0" -""" - -# ╔═╡ 00000000-0000-0000-0000-000000000002 -PLUTO_MANIFEST_TOML_CONTENTS = """ -# This file is machine-generated - 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