From cb05a1399bc7b9c75082628905191dcfa8a49769 Mon Sep 17 00:00:00 2001
From: pjentsch <pjentsch@uwaterloo.ca>
Date: Fri, 9 Apr 2021 10:15:30 -0400
Subject: [PATCH] resim intervalsmodel so output format is actually usable,
 covidalert usage in ABM

---
 CovidAlertVaccinationModel/Manifest.toml      |  24 +-
 CovidAlertVaccinationModel/Project.toml       |   3 +
 .../data/intervals_model_particle/hh.dat      | Bin 0 -> 55471 bytes
 .../data/intervals_model_particle/rest.dat    | Bin 0 -> 56431 bytes
 .../data/intervals_model_particle/ws.dat      | Bin 0 -> 55471 bytes
 .../src/CovidAlertVaccinationModel.jl         |  13 +-
 CovidAlertVaccinationModel/src/agents.jl      |   8 +-
 .../src/contact_vectors.jl                    |  27 +-
 CovidAlertVaccinationModel/src/data.jl        |   9 +-
 CovidAlertVaccinationModel/src/graphs.jl      |  10 +-
 .../src/mixing_distributions.jl               |  30 +-
 CovidAlertVaccinationModel/src/model.jl       |  88 ++--
 IntervalsModel/Manifest.toml                  | 237 ++++++-----
 .../plots/Distributions.Poisson_hh.pdf        | Bin 54690 -> 52993 bytes
 .../plots/Distributions.Poisson_rest.pdf      | Bin 52342 -> 50684 bytes
 .../plots/Distributions.Poisson_ws.pdf        | Bin 52576 -> 53672 bytes
 IntervalsModel/plots/hh.pdf                   | Bin 60548 -> 56373 bytes
 IntervalsModel/plots/rest.pdf                 | Bin 56954 -> 56567 bytes
 IntervalsModel/plots/ws.pdf                   | Bin 54783 -> 58336 bytes
 IntervalsModel/simulation_data/hh.dat         | Bin 55471 -> 55369 bytes
 IntervalsModel/simulation_data/rest.dat       | Bin 56431 -> 55425 bytes
 IntervalsModel/simulation_data/ws.dat         | Bin 55471 -> 55369 bytes
 IntervalsModel/src/IntervalsModel.jl          |  12 +-
 IntervalsModel/src/plotting_functions.jl      |   3 +-
 IntervalsModel/src/utils.jl                   |   2 +-
 IntervalsModel/src/ws_durations_model.jl      |  28 +-
 Manifest.toml                                 | 388 ------------------
 Project.toml                                  |   3 -
 ZeroWeightedDistributions/Project.toml        |   1 +
 .../src/ZeroWeightedDistributions.jl          |   2 +-
 30 files changed, 286 insertions(+), 602 deletions(-)
 create mode 100644 CovidAlertVaccinationModel/data/intervals_model_particle/hh.dat
 create mode 100644 CovidAlertVaccinationModel/data/intervals_model_particle/rest.dat
 create mode 100644 CovidAlertVaccinationModel/data/intervals_model_particle/ws.dat
 delete mode 100644 Manifest.toml
 delete mode 100644 Project.toml

diff --git a/CovidAlertVaccinationModel/Manifest.toml b/CovidAlertVaccinationModel/Manifest.toml
index dd67016..d5d93eb 100644
--- a/CovidAlertVaccinationModel/Manifest.toml
+++ b/CovidAlertVaccinationModel/Manifest.toml
@@ -94,9 +94,9 @@ version = "0.12.7"
 
 [[Compat]]
 deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
-git-tree-sha1 = "4fecfd5485d3c5de4003e19f00c6898cccd40667"
+git-tree-sha1 = "ac4132ad78082518ec2037ae5770b6e796f7f956"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.26.0"
+version = "3.27.0"
 
 [[CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -255,16 +255,16 @@ uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
 version = "3.3.3+0"
 
 [[GR]]
-deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
-git-tree-sha1 = "f74b42150042d11a1d94badf27c6125867c7e9bd"
+deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
+git-tree-sha1 = "82a03d9c331d181bf33c99c9af04202cc4533d48"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.57.1"
+version = "0.57.3"
 
 [[GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "578527027f2d6c29a8de3e2eb6887d8850ef755c"
+git-tree-sha1 = "90acee5c38f4933342fa9a3bbc483119d20e7033"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.57.1+0"
+version = "0.57.2+0"
 
 [[GeometryBasics]]
 deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
@@ -793,9 +793,9 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "a83fa3021ac4c5a918582ec4721bc0cf70b495a9"
+git-tree-sha1 = "4bc58880426274277a066de306ef19ecc22a6863"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.4"
+version = "0.33.5"
 
 [[StatsFuns]]
 deps = ["Rmath", "SpecialFunctions"]
@@ -805,9 +805,9 @@ version = "0.9.7"
 
 [[StructArrays]]
 deps = ["Adapt", "DataAPI", "Tables"]
-git-tree-sha1 = "26ea43b4be7e919a2390c3c0f824e7eb4fc19a0a"
+git-tree-sha1 = "44b3afd37b17422a62aea25f04c1f7e09ce6b07f"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.5.0"
+version = "0.5.1"
 
 [[StructTypes]]
 deps = ["Dates", "UUIDs"]
@@ -1029,7 +1029,7 @@ uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
 version = "1.4.0+3"
 
 [[ZeroWeightedDistributions]]
-deps = ["Distributions", "Random"]
+deps = ["Distributions", "Random", "StatsBase"]
 path = "../ZeroWeightedDistributions"
 uuid = "24733ad3-391a-4e41-8839-c7177de7dea4"
 version = "0.1.0"
diff --git a/CovidAlertVaccinationModel/Project.toml b/CovidAlertVaccinationModel/Project.toml
index 41bd14f..e9a5373 100644
--- a/CovidAlertVaccinationModel/Project.toml
+++ b/CovidAlertVaccinationModel/Project.toml
@@ -7,6 +7,7 @@ version = "0.1.0"
 BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
 CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
 Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
@@ -21,6 +22,8 @@ Pipe = "b98c9c47-44ae-5843-9183-064241ee97a0"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 RandomNumbers = "e6cf234a-135c-5ec9-84dd-332b85af5143"
+Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 ThreadsX = "ac1d9e8a-700a-412c-b207-f0111f4b6c0d"
 UnPack = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
diff --git a/CovidAlertVaccinationModel/data/intervals_model_particle/hh.dat b/CovidAlertVaccinationModel/data/intervals_model_particle/hh.dat
new file mode 100644
index 0000000000000000000000000000000000000000..7a80bdfcc2405180ab17d5424e641ba61fb55c87
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diff --git a/CovidAlertVaccinationModel/data/intervals_model_particle/rest.dat b/CovidAlertVaccinationModel/data/intervals_model_particle/rest.dat
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diff --git a/CovidAlertVaccinationModel/data/intervals_model_particle/ws.dat b/CovidAlertVaccinationModel/data/intervals_model_particle/ws.dat
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zuPLU(H4o42ciXMG&ELoR^SF;LKJv+$TmJWyVmR+SvwOFf!*dqSBmUg=p?vsVQ{7gd
zF!`LRUxnv(k-z_Z)v;&mDdG1%c-5_}{pFsI|Ni6t*l}W~m0cbxeNXm$D|CO%TeG0Y
z=iz>d|NisfiYaF<4EKWXiei8NS=_dy(cR&DuaJ(1S04A^h2eMXc@yT`eb=);zK`hW
z?`StBudco_{2j+V@t^)XTBTP<b;!3Wu4DfSLwBpaP3hm!V*YC;&YbaTsQ2dcAN9NU
z$e4ezJ}UN}SJv|%_t8)Ncf?|S6zk<)r<cFGHoUgxg@YIW|MPd(vhsG{{HOY4ZHLDj
eEegMbc%BuyZ{j|we#GIk{#hw}IIUcH=>GvfeFR_t

literal 0
HcmV?d00001

diff --git a/CovidAlertVaccinationModel/src/CovidAlertVaccinationModel.jl b/CovidAlertVaccinationModel/src/CovidAlertVaccinationModel.jl
index 76eb7c8..d4b4a72 100644
--- a/CovidAlertVaccinationModel/src/CovidAlertVaccinationModel.jl
+++ b/CovidAlertVaccinationModel/src/CovidAlertVaccinationModel.jl
@@ -14,7 +14,7 @@ using NamedTupleTools
 # using CUDA
 using NetworkLayout:Stress
 using NetworkLayout:SFDP
-
+using ZeroWeightedDistributions
 
 const PACKAGE_FOLDER = dirname(dirname(pathof(CovidAlertVaccinationModel)))
 
@@ -41,13 +41,12 @@ function main()
     agent_model = AgentModel(5000)
     steps = 100
     # return agent_model
-    sol,graphs = solve!(get_parameters(),steps,agent_model,vaccinate_uniformly!);
-    b1 = @benchmark solve!($get_parameters(),$steps,$agent_model,$vaccinate_uniformly!)
-    # display(b1)
-    # println("done")
-    # sol,graphs = solve_record!(u_0,get_parameters(),steps,agent_model,vaccinate_uniformly!);
+    sol,graphs = solve!(get_parameters(),steps,agent_model);
+    b1 = @benchmark solve!($get_parameters(),$steps,$agent_model) seconds = 20
+    display(b1)
+    println("done")
+    # sol,graphs = solve_record!(u_0,get_parameters(),steps,agent_model);
     # return aggregate_timeseries(sol)
-    # plot_model_spatial_gif(agent_model.base_network,gddddddddraphs,sol)
 end
 
 end
diff --git a/CovidAlertVaccinationModel/src/agents.jl b/CovidAlertVaccinationModel/src/agents.jl
index e77e0ae..28774ea 100644
--- a/CovidAlertVaccinationModel/src/agents.jl
+++ b/CovidAlertVaccinationModel/src/agents.jl
@@ -14,6 +14,8 @@ end
 struct AgentModel{GraphType,L1,L2}
     demographics::Vector{AgentDemographic}
     demographic_index_vectors::Vector{Vector{Int}}
+    app_user::Vector{Bool}
+    app_user_index::Vector{Int}
     base_network::GraphType
     ws_matrix_list::L1
     rest_matrix_list::L2
@@ -25,7 +27,9 @@ struct AgentModel{GraphType,L1,L2}
         workschool_contacts_mean_adjusted = map_symmetrize(workschool_mixing)
         rest_contacts_mean_adjusted = map_symmetrize(rest_mixing)
 
-        # vaccinator_indices = sample(RNG,1:length(pop_list),length(pop_list) // 2)
+        app_user = rand(RNG,length(pop_list)) .< 0.1 #replace with parameter
+        app_user_index = findall(==(true),app_user)
+
         return new{
             typeof(base_network),
             typeof(workschool_contacts_mean_adjusted),
@@ -33,6 +37,8 @@ struct AgentModel{GraphType,L1,L2}
         }(
             pop_list,
             index_vectors,
+            app_user,
+            app_user_index,
             base_network,
             workschool_contacts_mean_adjusted,
             rest_contacts_mean_adjusted
diff --git a/CovidAlertVaccinationModel/src/contact_vectors.jl b/CovidAlertVaccinationModel/src/contact_vectors.jl
index 64350cb..d23ff4d 100644
--- a/CovidAlertVaccinationModel/src/contact_vectors.jl
+++ b/CovidAlertVaccinationModel/src/contact_vectors.jl
@@ -1,16 +1,13 @@
-function reindex!(k,csum,index_list_i,index_list_j,j_to_i_contacts,i_to_j_contacts,sample_list_i,sample_list_j)
+@inline function reindex!(k,csum,index_list_i,index_list_j,j_to_i_contacts,i_to_j_contacts,sample_list_i,sample_list_j)
     i_index = index_list_i[k]
     j_index = index_list_j[k]    
-    csum +=  j_to_i_contacts[j_index] - i_to_j_contacts[i_index]
-
-    i_to_j_contacts[i_index] = sample_list_i[k]
+    csum +=  j_to_i_contacts[j_index] - i_to_j_contacts[i_index] +  sample_list_i[k] -  sample_list_j[k]
+    i_to_j_contacts[i_index] = sample_list_i[k] 
     j_to_i_contacts[j_index] = sample_list_j[k]    
-    csum += i_to_j_contacts[i_index] -  j_to_i_contacts[j_index]
-
     return csum
 end
-
-function generate_contact_vectors!(ij_dist,ji_dist,i_to_j_contacts, j_to_i_contacts)
+using StaticArrays
+function generate_contact_vectors!(ij_dist,ji_dist,i_to_j_contacts::Vector{T}, j_to_i_contacts::Vector{T}) where T
     rand!(RNG,ij_dist,i_to_j_contacts)
     rand!(RNG,ji_dist,j_to_i_contacts)
     l_i = length(i_to_j_contacts)
@@ -19,17 +16,17 @@ function generate_contact_vectors!(ij_dist,ji_dist,i_to_j_contacts, j_to_i_conta
     csum = sum(i_to_j_contacts) - sum(j_to_i_contacts)
 
     inner_iter = 10
-    index_list_i = zeros(Int,inner_iter)
+    index_list_i = @MVector zeros(Int,inner_iter)
     index_list_j = similar(index_list_i)
-    sample_list_i = zeros(eltype(i_to_j_contacts),inner_iter)
+    sample_list_i = @MVector zeros(T,inner_iter)
     sample_list_j = similar(sample_list_i)
     
     while csum != 0
-        index_list_i = sample!(RNG,1:l_i,index_list_i)
-        index_list_j = sample!(RNG,1:l_j,index_list_j)
-        sample_list_i = rand!(RNG,ij_dist,sample_list_i)
-        sample_list_j = rand!(RNG,ji_dist,sample_list_j)
-        for i = 1:inner_iter
+        sample!(RNG,1:l_i,index_list_i)
+        sample!(RNG,1:l_j,index_list_j)
+        rand!(RNG,ij_dist,sample_list_i)
+        rand!(RNG,ji_dist,sample_list_j)
+        @inbounds @simd for i = 1:inner_iter
             if csum != 0
                 csum = reindex!(i,csum,index_list_i,index_list_j,j_to_i_contacts,i_to_j_contacts,sample_list_i,sample_list_j)
             end
diff --git a/CovidAlertVaccinationModel/src/data.jl b/CovidAlertVaccinationModel/src/data.jl
index abebc66..7742ff6 100644
--- a/CovidAlertVaccinationModel/src/data.jl
+++ b/CovidAlertVaccinationModel/src/data.jl
@@ -79,4 +79,11 @@ function load_mixing_matrices()
         end
     end
     return map(t -> from_mean.(Geometric{Float64},t),workschool_mixing), map(t -> from_mean.(Geometric{Float64}, t),rest_mixing)
-end
\ No newline at end of file
+end
+
+# using Serialization
+# using IntervalsModel
+# function load_contact_time_distributions()
+#     dat = deserialize(joinpath(PACKAGE_FOLDER,"data/intervals_model_particle/hh.dat"))
+#     return dat
+# end
\ No newline at end of file
diff --git a/CovidAlertVaccinationModel/src/graphs.jl b/CovidAlertVaccinationModel/src/graphs.jl
index 56f490f..3eff7ef 100644
--- a/CovidAlertVaccinationModel/src/graphs.jl
+++ b/CovidAlertVaccinationModel/src/graphs.jl
@@ -6,7 +6,7 @@ struct MixingContacts{V}
     contact_array::V
     function MixingContacts(index_vectors,mixing_matrix)
         contacts = map(CartesianIndices(mixing_matrix)) do ind
-            zeros(length(index_vectors[ind[1]]))
+            zeros(Int,length(index_vectors[ind[1]]))
         end
         tot = 0
         for i in 1:length(mixing_matrix[:,1]), j in 1:i  #diagonal
@@ -33,7 +33,7 @@ function random_bipartite_graph_fast_CL!(g::SimpleGraph,anodes,bnodes,aseq,bseq,
     return g    
 end
 
-
+using DataStructures
 struct MixingGraph{G, V, M}
     g::G
     weights::V
@@ -44,7 +44,7 @@ struct MixingGraph{G, V, M}
         
         g = Graph(length(population_list))
         
-        weights = Dict{Tuple{Int,Int},UInt8}()
+        weights = RobinDict{Tuple{Int,Int},UInt8}()
         for i in 1:length(index_vectors), j in 1:i  #diagonal
             random_bipartite_graph_fast_CL!(g,index_vectors[i],index_vectors[j],contacts.contact_array[i,j],contacts.contact_array[j,i],weights)
         end
@@ -57,7 +57,7 @@ struct MixingGraph{G, V, M}
         )
     end
     function MixingGraph(g::SimpleGraph)
-        weights = Dict{Tuple{Int,Int},UInt8}()
+        weights = RobinDict{Tuple{Int,Int},UInt8}()
         covid_alert_time = zeros(nv(g))
         return new{typeof(g),typeof(weights),typeof(covid_alert_time)}(
             g,
@@ -69,12 +69,10 @@ end
 
 function MixingGraph(g::SimpleGraph,population_list,contact_time_distribution_matrix)
     mg = MixingGraph(g)
-    sample_mixing_graph!(mg, population_list, contact_time_distribution_matrix)
     return mg
 end
 function MixingGraph(population_list,index_vectors,mixing_matrix,contact_time_distribution_matrix)
     mg = MixingGraph(population_list,index_vectors,mixing_matrix)
-    sample_mixing_graph!(mg, population_list, contact_time_distribution_matrix)
     return mg
 end
 
diff --git a/CovidAlertVaccinationModel/src/mixing_distributions.jl b/CovidAlertVaccinationModel/src/mixing_distributions.jl
index 9002c01..13b1f4d 100644
--- a/CovidAlertVaccinationModel/src/mixing_distributions.jl
+++ b/CovidAlertVaccinationModel/src/mixing_distributions.jl
@@ -25,6 +25,13 @@ function from_mean_workschool(_,μ)
     return Poisson(μ)
 end
 
+
+const workschool_mixing, rest_mixing = load_mixing_matrices()
+
+
+const contact_time_distribution_matrix = [Geometric() for i in 1:(AgentDemographic.size-1), j in 1:(AgentDemographic.size-1)]
+
+
 function alpha_matrix(alphas)
     M = zeros(length(alphas),length(alphas))
     for i in 1:length(alphas), j in 1:length(alphas)
@@ -41,8 +48,27 @@ const unemployment_matrix = alpha_matrix(
     )
 )
 
-const workschool_mixing, rest_mixing = load_mixing_matrices()
+function make_workschool_mixing_matrix()
 
+    #all geometric with means given
+    ws_mixing = map(t->from_mean(t...),[
+        (Geometric{Float64}, 4.104848) (Geometric{Float64},2.568782) (Geometric{Float64},0.017729)
+        (Geometric{Float64}, 0.975688) (Geometric{Float64},5.057572) (Geometric{Float64},0.021307)
+        (Geometric{Float64},0.001937)   (Geometric{Float64},0.00722)   (Geometric{Float64}, 0.022134) 
+    ])
 
-const contact_time_distribution_matrix = [Geometric() for i in 1:(AgentDemographic.size-1), j in 1:(AgentDemographic.size-1)]
+    #symmetrize WS mixing with respect to the population proportions in the data 
+    ws_mixing_w_unemployment_symmetrized = symmetrize_means(get_household_data_proportions(),ws_mixing)
 
+    #define a function that adjusts the means of W according to the unemployment_matrix
+    ws_adjust_mean(W) = (5/7) .* (1 .- unemployment_matrix) ./ ( mean.(W) + (5/7) .*  (1 .- unemployment_matrix))
+
+    #create a zero weighted distribution where the zero-weight is given by the unemployment_matrix, and the non-zero weight is given by ws_mixing, symmetrized, with means adjust upwards
+    ws_mixing_w_unemployment_symmetrized_weekday_adjusted = ZWDist.(unemployment_matrix,Geometric.(ws_adjust_mean(ws_mixing_w_unemployment_symmetrized)))
+    
+    return ws_mixing_w_unemployment_symmetrized_weekday_adjusted
+end
+const initial_workschool_mixing_matrix = make_workschool_mixing_matrix()
+@views function ws_sample(age)
+    return rand.(initial_workschool_mixing_matrix[age,:]) * (rand(RNG) < (5/7))
+end
diff --git a/CovidAlertVaccinationModel/src/model.jl b/CovidAlertVaccinationModel/src/model.jl
index 3ff6785..d960101 100644
--- a/CovidAlertVaccinationModel/src/model.jl
+++ b/CovidAlertVaccinationModel/src/model.jl
@@ -1,7 +1,14 @@
 function get_u_0(nodes)
-    u_0 = fill(Susceptible,nodes)
+    #vaccinator with 50% probability
+    is_vaccinator = rand(nodes) .> 0.5 
+
+    u_0 = (
+        status = fill(Susceptible,nodes),
+        is_vaccinator = is_vaccinator
+    )
+    
     init_indices = rand(RNG, 1:nodes, 5)
-    u_0[init_indices] .= Infected #start with two infected
+    u_0.status[init_indices] .= Infected #start with five infected
     return u_0
 end
 
@@ -9,31 +16,54 @@ function contact_weight(p, contact_time)
     return 1 - (1-p)^contact_time
 end
 
-function vaccinate_uniformly!(num_vaccines,u_next,u,graph,population_list,index_vectors) #vaccination_algorithm
-    vaccination_indices = rand(RNG,1:length(u),num_vaccines)
-    u_next[vaccination_indices] .= Immunized
+function vac_switch_probability()
+    return 0.1
 end
-function hotspotting!(num_vaccines,u_next,u,graph,population_list,index_vectors) #vaccination_algorithm
-    # vaccination_indices = rand(RNG,1:length(u),num_vaccines)
-    # u_next[vaccination_indices] .= Immunized
-end
-function agents_step!(t,u_next,u,population_list,network_list,params,index_vectors,vaccination_algorithm!)
-    @unpack p, recovery_rate, vaccines_per_day,vaccination_start_day  = params  
-    u_next .= u
-    @inbounds for i in 1:length(u)
-        agent_status = u[i]
+
+function agents_step!(t,u_next,u,population_list,network_list,params,covid_alert_times,app_user_index)
+    @unpack p, recovery_rate, immunization_loss_prob  = params  
+    
+    u_next.status .= u.status
+    u_next.is_vaccinator .= u.is_vaccinator
+    
+    for (i,node) in enumerate(app_user_index), mixing_graph in network_list
+        for j in 2:14
+            covid_alert_times[i,j-1] = covid_alert_times[i,j] #shift them all back  
+        end
+        for j in neighbors(mixing_graph.g,node)    
+            covid_alert_times[i,end] += mixing_graph.weights[(node,j)] #add the contact times for today to the back
+        end
+    end
+
+    for i in 1:length(population_list)
+        if rand(RNG)<vac_switch_probability()
+            u_next.is_vaccinator[i] = !u.is_vaccinator[i]
+        end
+    end
+    for i in 1:length(population_list)
+        agent_status = u.status[i]
+        is_vaccinator = u.is_vaccinator[i]
         agent_demo = population_list[i]
+        
         if agent_status == Susceptible
-            for mixing_graph in network_list
-                for j in neighbors(mixing_graph.g,i)    
-                    if u[j] == Infected && rand(RNG) < contact_weight(p,mixing_graph.weights[(i,j)])
-                        u_next[i] = Infected
+            if is_vaccinator
+                u_next.status[i] = Immunized
+            else
+                for mixing_graph in network_list
+                    for j in neighbors(mixing_graph.g,i)    
+                        if u.status[j] == Infected && rand(RNG) < contact_weight(p,mixing_graph.weights[(i,j)])
+                            u_next.status[i] = Infected
+                        end
                     end
                 end
             end
         elseif agent_status == Infected
             if rand(RNG) < recovery_rate
-                u_next[i] = Recovered
+                u_next.status[i] = Recovered
+            end
+        elseif agent_status == Immunized
+            if rand(RNG) < immunization_loss_prob
+                u_next.status[i] = Susceptible
             end
         end
     end
@@ -41,12 +71,14 @@ end
 
 
 
-function solve!(params,steps,agent_model,vaccination_algorithm!; record = false)
+function solve!(params,steps,agent_model; record = false)
     population_list = agent_model.demographics #list of demographic status for each agent
     popsize = length(population_list)
     index_vectors = agent_model.demographic_index_vectors #lists of indices of each agent with a given demographic 
     ws_contacts = agent_model.ws_matrix_list
     rest_contacts = agent_model.rest_matrix_list
+    app_user_index = agent_model.app_user_index
+
     p = params.p
     u_0 = get_u_0(length(agent_model.demographics))
 
@@ -61,12 +93,14 @@ function solve!(params,steps,agent_model,vaccination_algorithm!; record = false)
  
 
 
-    solution = vcat([u_0], [fill(Susceptible,length(u_0)) for i in 1:steps])
-
+    solution = vcat([u_0], [deepcopy(u_0) for i in 1:steps])
+    # @show solution
     network_lists = [
         [home_static_edges,rest_static_edges] for i in 1:steps
     ]
 
+    covid_alert_times = zeros(length(app_user_index),14) #two weeks worth of values
+
     for (t,l) in enumerate(network_lists)
         day_of_week = mod(t,7)
         if !(day_of_week == 3 || day_of_week == 4) #simulation begins on thursday I guess
@@ -82,8 +116,11 @@ function solve!(params,steps,agent_model,vaccination_algorithm!; record = false)
     
     for t in 1:steps
         network_list = network_lists[t]
-        #advance agent states based on the new network, vaccination process given by vaccination_algorithm!, which is just a function defined as above
-        agents_step!(t,solution[t+1],solution[t],population_list,network_list,params,index_vectors,vaccination_algorithm!) 
+        for network in network_list
+            sample_mixing_graph!(network,population_list, contact_time_distribution_matrix) #get new contact weights
+        end
+        #advance agent states based on the new network
+        agents_step!(t,solution[t+1],solution[t],population_list,network_list,params,covid_alert_times,app_user_index) 
     end
     return solution, network_lists
 end
@@ -92,7 +129,8 @@ function get_parameters()
         p = 0.05,
         recovery_rate = 0.1,
         vaccines_per_day = 0.0, #percentage of population vaccinated per day
-        vaccination_start_day = 60
+        vaccination_start_day = 60,
+        immunization_loss_prob = 0.01
     )
     return params
 end
diff --git a/IntervalsModel/Manifest.toml b/IntervalsModel/Manifest.toml
index 2b086b3..7496b72 100644
--- a/IntervalsModel/Manifest.toml
+++ b/IntervalsModel/Manifest.toml
@@ -8,9 +8,9 @@ version = "1.0.1"
 
 [[AbstractMCMC]]
 deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "2df6f25113e15ee6dc549c73d6b5402816382c77"
+git-tree-sha1 = "06e46b94299b6d0d9fb4f7833c7b1df3df6f9678"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "2.3.0"
+version = "3.0.0"
 
 [[AbstractTrees]]
 git-tree-sha1 = "03e0550477d86222521d254b741d470ba17ea0b5"
@@ -28,6 +28,9 @@ git-tree-sha1 = "dedbbb2ddb876f899585c4ec4433265e3017215a"
 uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
 version = "2.1.0"
 
+[[ArgTools]]
+uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
+
 [[ArnoldiMethod]]
 deps = ["LinearAlgebra", "Random", "StaticArrays"]
 git-tree-sha1 = "f87e559f87a45bece9c9ed97458d3afe98b1ebb9"
@@ -36,15 +39,12 @@ version = "0.1.0"
 
 [[ArrayInterface]]
 deps = ["IfElse", "LinearAlgebra", "Requires", "SparseArrays", "Static"]
-git-tree-sha1 = "ce17bad65d0842b34a15fffc8879a9f68f08a67f"
+git-tree-sha1 = "2fbfa5f372352f92191b63976d070dc7195f47a4"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "3.1.6"
+version = "3.1.7"
 
 [[Artifacts]]
-deps = ["Pkg"]
-git-tree-sha1 = "c30985d8821e0cd73870b17b0ed0ce6dc44cb744"
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
-version = "1.3.0"
 
 [[AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
@@ -53,9 +53,9 @@ uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
 version = "1.0.0"
 
 [[BSON]]
-git-tree-sha1 = "dd36d7cf3d185eeaaf64db902c15174b22f5dafb"
+git-tree-sha1 = "92b8a8479128367aaab2620b8e73dff632f5ae69"
 uuid = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
-version = "0.2.6"
+version = "0.3.3"
 
 [[BangBang]]
 deps = ["Compat", "ConstructionBase", "Future", "InitialValues", "LinearAlgebra", "Requires", "Setfield", "Tables", "ZygoteRules"]
@@ -68,9 +68,9 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[BenchmarkTools]]
 deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
-git-tree-sha1 = "9e62e66db34540a0c919d72172cc2f642ac71260"
+git-tree-sha1 = "068fda9b756e41e6c75da7b771e6f89fa8a43d15"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "0.5.0"
+version = "0.7.0"
 
 [[Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -80,9 +80,9 @@ version = "1.0.6+5"
 
 [[CSV]]
 deps = ["Dates", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode"]
-git-tree-sha1 = "1f79803452adf73e2d3fc84785adb7aaca14db36"
+git-tree-sha1 = "6d4242ef4cb1539e7ede8e01a47a32365e0a34cd"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.8.3"
+version = "0.8.4"
 
 [[Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -92,15 +92,15 @@ version = "1.16.0+6"
 
 [[CategoricalArrays]]
 deps = ["DataAPI", "Future", "JSON", "Missings", "Printf", "Statistics", "StructTypes", "Unicode"]
-git-tree-sha1 = "dbfddfafb75fae5356e00529ce67454125935945"
+git-tree-sha1 = "f713d583d10fc036252fd826feebc6c173c522a8"
 uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
-version = "0.9.3"
+version = "0.9.5"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de4f08843c332d355852721adb1592bce7924da3"
+git-tree-sha1 = "44e9f638aa9ed1ad58885defc568c133010140aa"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "0.9.29"
+version = "0.9.37"
 
 [[CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
@@ -110,9 +110,9 @@ version = "0.7.0"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random", "StaticArrays"]
-git-tree-sha1 = "3141757b5832ee7a0386db87997ee5a23ff20f4d"
+git-tree-sha1 = "d3cf83862f70d430d4b34e43ed65e74bd50ae0e0"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.10.2"
+version = "3.11.0"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
@@ -121,10 +121,10 @@ uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
 version = "0.10.12"
 
 [[Colors]]
-deps = ["ColorTypes", "FixedPointNumbers", "InteractiveUtils", "Reexport"]
-git-tree-sha1 = "ac5f2213e56ed8a34a3dd2f681f4df1166b34929"
+deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
+git-tree-sha1 = "82f4e6ff9f847eca3e5ebc666ea2cd7b48e8b47e"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.6"
+version = "0.12.7"
 
 [[Combinatorics]]
 git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
@@ -133,15 +133,13 @@ version = "1.0.2"
 
 [[Compat]]
 deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
-git-tree-sha1 = "919c7f3151e79ff196add81d7f4e45d91bbf420b"
+git-tree-sha1 = "ac4132ad78082518ec2037ae5770b6e796f7f956"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.25.0"
+version = "3.27.0"
 
 [[CompilerSupportLibraries_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "8e695f735fca77e9708e795eda62afdb869cbb70"
+deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "0.3.4+0"
 
 [[CompositionsBase]]
 git-tree-sha1 = "f3955eb38944e5dd0fabf8ca1e267d94941d34a5"
@@ -173,7 +171,7 @@ uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.5.7"
 
 [[CovidAlertVaccinationModel]]
-deps = ["BenchmarkTools", "CSV", "DataFrames", "Dates", "DelimitedFiles", "Distributions", "ImportAll", "Intervals", "LabelledArrays", "LightGraphs", "NamedTupleTools", "NetworkLayout", "Pipe", "Plots", "Random", "RandomNumbers", "StatsBase", "ThreadsX", "UnPack", "ZeroWeightedDistributions"]
+deps = ["BenchmarkTools", "CSV", "DataFrames", "DataStructures", "Dates", "DelimitedFiles", "Distributions", "ImportAll", "Intervals", "LabelledArrays", "LightGraphs", "LinearAlgebra", "NamedTupleTools", "NetworkLayout", "Pipe", "Plots", "Random", "RandomNumbers", "Serialization", "StaticArrays", "StatsBase", "ThreadsX", "UnPack", "ZeroWeightedDistributions"]
 path = "../CovidAlertVaccinationModel"
 uuid = "9260c4ec-b5cf-4bc2-ad29-e1d23bf2bd6f"
 version = "0.1.0"
@@ -190,9 +188,9 @@ version = "1.6.0"
 
 [[DataFrames]]
 deps = ["CategoricalArrays", "Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "b0db5579803eabb33f1274ca7ca2f472fdfb7f2a"
+git-tree-sha1 = "d50972453ef464ddcebdf489d11885468b7b83a3"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "0.22.5"
+version = "0.22.7"
 
 [[DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
@@ -236,15 +234,19 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[Distributions]]
 deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "f0e06a5b5ccda38e2fb8f59d91316e657b67047d"
+git-tree-sha1 = "e64debe8cd174cc52d7dd617ebc5492c6f8b698c"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.24.12"
+version = "0.24.15"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.3"
+version = "0.8.4"
+
+[[Downloads]]
+deps = ["ArgTools", "LibCURL", "NetworkOptions"]
+uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 
 [[EarCut_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -346,22 +348,22 @@ uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
 version = "3.3.3+0"
 
 [[GR]]
-deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
-git-tree-sha1 = "aaebdf5588281c2902f499b49e67953f2b409c9c"
+deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
+git-tree-sha1 = "82a03d9c331d181bf33c99c9af04202cc4533d48"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.54.0"
+version = "0.57.3"
 
 [[GR_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "8aee6fa096b0cbdb05e71750c978b96a08c78951"
+deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "90acee5c38f4933342fa9a3bbc483119d20e7033"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.53.0+0"
+version = "0.57.2+0"
 
 [[GeometryBasics]]
 deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "c7f81b22b6c255861be4007a16bfdeb60e1c7f9b"
+git-tree-sha1 = "4136b8a5668341e58398bb472754bff4ba0456ff"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.3.11"
+version = "0.3.12"
 
 [[Gettext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
@@ -476,9 +478,9 @@ version = "1.2.0"
 
 [[JLSO]]
 deps = ["BSON", "CodecZlib", "FilePathsBase", "Memento", "Pkg", "Serialization"]
-git-tree-sha1 = "85124b548bf4c2bb59284d353aa09ffc224d761f"
+git-tree-sha1 = "7c1a7948ef16218e7e6aa0e9ca7368557d7185c7"
 uuid = "9da8a3cd-07a3-59c0-a743-3fdc52c30d11"
-version = "2.4.0"
+version = "2.5.0"
 
 [[JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -517,21 +519,21 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.0+3"
 
 [[LaTeXStrings]]
-git-tree-sha1 = "c7aebfecb1a60d59c0fe023a68ec947a208b1e6b"
+git-tree-sha1 = "c7f1c695e06c01b95a67f0cd1d34994f3e7db104"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.2.0"
+version = "1.2.1"
 
 [[LabelledArrays]]
 deps = ["ArrayInterface", "LinearAlgebra", "MacroTools", "StaticArrays"]
-git-tree-sha1 = "5e288800819c323de5897fa6d5a002bdad54baf7"
+git-tree-sha1 = "df09e970c816637191ef8794ef5c5c9f8950db88"
 uuid = "2ee39098-c373-598a-b85f-a56591580800"
-version = "1.5.0"
+version = "1.6.0"
 
 [[Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "Printf", "Requires"]
-git-tree-sha1 = "fbc08b5a78e264ba3d19da90b36ce1789ca67a40"
+git-tree-sha1 = "7c72983c6daf61393ee8a0b29a419c709a06cede"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.14.11"
+version = "0.14.12"
 
 [[Lazy]]
 deps = ["MacroTools"]
@@ -540,10 +542,8 @@ uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0"
 version = "0.15.1"
 
 [[LazyArtifacts]]
-deps = ["Pkg"]
-git-tree-sha1 = "4bb5499a1fc437342ea9ab7e319ede5a457c0968"
+deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
-version = "1.3.0"
 
 [[LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
@@ -551,10 +551,22 @@ git-tree-sha1 = "71be1eb5ad19cb4f61fa8c73395c0338fd092ae0"
 uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e"
 version = "0.1.2"
 
+[[LibCURL]]
+deps = ["LibCURL_jll", "MozillaCACerts_jll"]
+uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
+
+[[LibCURL_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
+uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
+
 [[LibGit2]]
-deps = ["Printf"]
+deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
+[[LibSSH2_jll]]
+deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
+
 [[LibVPX_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "85fcc80c3052be96619affa2fe2e6d2da3908e11"
@@ -626,10 +638,10 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
 [[LoggingExtras]]
-deps = ["Dates"]
-git-tree-sha1 = "95e675246b58a7cb1199a90cd50a25850ff215c7"
+deps = ["Dates", "Logging"]
+git-tree-sha1 = "59b45fd91b743dff047313bb7af0f84167aef80d"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "0.4.5"
+version = "0.4.6"
 
 [[MKL_jll]]
 deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
@@ -654,10 +666,8 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.0.3"
 
 [[MbedTLS_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0eef589dd1c26a3ac9d753fe1a8bcad63f956fa6"
+deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.16.8+1"
 
 [[Measures]]
 git-tree-sha1 = "e498ddeee6f9fdb4551ce855a46f54dbd900245f"
@@ -697,6 +707,9 @@ git-tree-sha1 = "8d2dc50cef7583e7b27a0c66dc0a0b32eb4c1f52"
 uuid = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
 version = "0.10.1"
 
+[[MozillaCACerts_jll]]
+uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
+
 [[NaNMath]]
 git-tree-sha1 = "bfe47e760d60b82b66b61d2d44128b62e3a369fb"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
@@ -714,9 +727,7 @@ uuid = "46757867-2c16-5918-afeb-47bfcb05e46a"
 version = "0.3.0"
 
 [[NetworkOptions]]
-git-tree-sha1 = "ed3157f48a05543cce9b241e1f2815f7e843d96e"
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
 
 [[OffsetArrays]]
 deps = ["Adapt"]
@@ -760,10 +771,10 @@ uuid = "2f80f16e-611a-54ab-bc61-aa92de5b98fc"
 version = "8.42.0+4"
 
 [[PDMats]]
-deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse", "Test"]
-git-tree-sha1 = "95a4038d1011dfdbde7cecd2ad0ac411e53ab1bc"
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "f82a0e71f222199de8e9eb9a09977bd0767d52a0"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.10.1"
+version = "0.11.0"
 
 [[PGFPlotsX]]
 deps = ["ArgCheck", "DataStructures", "Dates", "DefaultApplication", "DocStringExtensions", "MacroTools", "Parameters", "Requires", "Tables"]
@@ -785,9 +796,9 @@ version = "0.12.2"
 
 [[Parsers]]
 deps = ["Dates"]
-git-tree-sha1 = "223a825cccef2228f3fdbf2ecc7ca93363059073"
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.16"
+version = "1.1.0"
 
 [[Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -801,7 +812,7 @@ uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.40.0+0"
 
 [[Pkg]]
-deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
+deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 
 [[PlotThemes]]
@@ -818,9 +829,9 @@ version = "1.0.10"
 
 [[Plots]]
 deps = ["Base64", "Contour", "Dates", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs"]
-git-tree-sha1 = "cab13323a50caf17432793269677b289234f02ca"
+git-tree-sha1 = "cc4eb1be2576984d7a0f7f51478827dee816138b"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.10.4"
+version = "1.11.2"
 
 [[PooledArrays]]
 deps = ["DataAPI", "Future"]
@@ -856,11 +867,11 @@ git-tree-sha1 = "dd1a970b543bd02efce2984582e996af28cab27f"
 uuid = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
 version = "1.92.2"
 
-[[Qt_jll]]
+[[Qt5Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "xkbcommon_jll"]
-git-tree-sha1 = "588b799506f0b956a7e6e18f767dfa03cf333f26"
-uuid = "ede63266-ebff-546c-83e0-1c6fb6d0efc8"
-version = "5.15.2+2"
+git-tree-sha1 = "16626cfabbf7206d60d84f2bf4725af7b37d4a77"
+uuid = "ea2cea3b-5b76-57ae-a6ef-0a8af62496e1"
+version = "5.15.2+0"
 
 [[QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -869,7 +880,7 @@ uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 version = "2.4.1"
 
 [[REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 
 [[Random]]
@@ -894,9 +905,9 @@ version = "1.1.1"
 
 [[RecipesPipeline]]
 deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase"]
-git-tree-sha1 = "c4d54a78e287de7ec73bbc928ce5eb3c60f80b24"
+git-tree-sha1 = "7a5026a6741c14147d1cb6daf2528a77ca28eb51"
 uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
-version = "0.3.1"
+version = "0.3.2"
 
 [[Reexport]]
 git-tree-sha1 = "57d8440b0c7d98fc4f889e478e80f268d534c9d5"
@@ -938,9 +949,9 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
 [[SLEEFPirates]]
 deps = ["IfElse", "Libdl", "VectorizationBase"]
-git-tree-sha1 = "c001ef5b991524f4cf2d9e3674f60dde947df04e"
+git-tree-sha1 = "3e682ce17a16c9dfb9d2fde0ceb2347e23faafba"
 uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
-version = "0.6.12"
+version = "0.6.15"
 
 [[Scratch]]
 deps = ["Dates"]
@@ -969,9 +980,9 @@ uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
 [[Showoff]]
 deps = ["Dates", "Grisu"]
-git-tree-sha1 = "ee010d8f103468309b8afac4abb9be2e18ff1182"
+git-tree-sha1 = "236dd0ddad6e3764cce8d8b09c0bbba6df2e194f"
 uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "0.3.2"
+version = "1.0.2"
 
 [[SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
@@ -1012,9 +1023,9 @@ version = "0.2.4"
 
 [[StaticArrays]]
 deps = ["LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "9da72ed50e94dbff92036da395275ed114e04d49"
+git-tree-sha1 = "2f01a51c23eed210ff4a1be102c4cc8236b66e5b"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.0.1"
+version = "1.1.0"
 
 [[Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -1022,27 +1033,27 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "7bab7d4eb46b225b35179632852b595a3162cb61"
+git-tree-sha1 = "4bc58880426274277a066de306ef19ecc22a6863"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.2"
+version = "0.33.5"
 
 [[StatsFuns]]
 deps = ["Rmath", "SpecialFunctions"]
-git-tree-sha1 = "3b9f665c70712af3264b61c27a7e1d62055dafd1"
+git-tree-sha1 = "ced55fd4bae008a8ea12508314e725df61f0ba45"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "0.9.6"
+version = "0.9.7"
 
 [[StructArrays]]
 deps = ["Adapt", "DataAPI", "Tables"]
-git-tree-sha1 = "26ea43b4be7e919a2390c3c0f824e7eb4fc19a0a"
+git-tree-sha1 = "44b3afd37b17422a62aea25f04c1f7e09ce6b07f"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.5.0"
+version = "0.5.1"
 
 [[StructTypes]]
 deps = ["Dates", "UUIDs"]
-git-tree-sha1 = "d7f4287dbc1e590265f50ceda1b40ed2bb31bbbb"
+git-tree-sha1 = "5eaf731e88587bb72a6c1262c0a014cd1859a08d"
 uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
-version = "1.4.0"
+version = "1.5.2"
 
 [[SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -1054,11 +1065,15 @@ git-tree-sha1 = "46badfcc7c6e74535cc7d833a91f4ac4f805f86d"
 uuid = "cea106d9-e007-5e6c-ad93-58fe2094e9c4"
 version = "0.3.0"
 
+[[TOML]]
+deps = ["Dates"]
+uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
+
 [[TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
-git-tree-sha1 = "b1ad568ba658d8cbb3b892ed5380a6f3e781a81e"
+git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
 uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
-version = "1.0.0"
+version = "1.0.1"
 
 [[TableTraitsUtils]]
 deps = ["DataValues", "IteratorInterfaceExtensions", "Missings", "TableTraits"]
@@ -1068,9 +1083,13 @@ version = "1.0.1"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "f03fc113290ee7726b173fc7ea661260d204b3f2"
+git-tree-sha1 = "a9ff3dfec713c6677af435d6a6d65f9744feef67"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.4.0"
+version = "1.4.1"
+
+[[Tar]]
+deps = ["ArgTools", "SHA"]
+uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
 
 [[TerminalLoggers]]
 deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"]
@@ -1079,7 +1098,7 @@ uuid = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
 version = "0.1.3"
 
 [[Test]]
-deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
+deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[ThreadsX]]
@@ -1102,9 +1121,9 @@ version = "0.9.5"
 
 [[Transducers]]
 deps = ["ArgCheck", "BangBang", "CompositionsBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "0372c89ae4831ef1a277f4e8dfefc266d0285928"
+git-tree-sha1 = "721dc0b917a43e6d191f07a6ea095ced164f08ce"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.61"
+version = "0.4.62"
 
 [[URIs]]
 git-tree-sha1 = "7855809b88d7b16e9b029afd17880930626f54a2"
@@ -1125,9 +1144,9 @@ uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
 [[VectorizationBase]]
 deps = ["ArrayInterface", "Hwloc", "IfElse", "Libdl", "LinearAlgebra", "Static"]
-git-tree-sha1 = "42491e2660f7a10fca4c7130f9076136c88b110e"
+git-tree-sha1 = "ec513821175957ffb4a33af7d4b96065e3c0cdf6"
 uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-version = "0.19.9"
+version = "0.19.27"
 
 [[VersionParsing]]
 git-tree-sha1 = "80229be1f670524750d905f8fc8148e5a8c4537f"
@@ -1154,9 +1173,9 @@ version = "0.5.3"
 
 [[XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "be0db24f70aae7e2b89f2f3092e93b8606d659a6"
+git-tree-sha1 = "afd2b541e8fd425cd3b7aa55932a257035ab4a70"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.9.10+3"
+version = "2.9.11+0"
 
 [[XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Pkg", "XML2_jll"]
@@ -1291,16 +1310,14 @@ uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
 version = "1.4.0+3"
 
 [[ZeroWeightedDistributions]]
-deps = ["Distributions", "Random"]
+deps = ["Distributions", "Random", "StatsBase"]
 path = "../ZeroWeightedDistributions"
 uuid = "24733ad3-391a-4e41-8839-c7177de7dea4"
 version = "0.1.0"
 
 [[Zlib_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "320228915c8debb12cb434c59057290f0834dbf6"
+deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.11+18"
 
 [[Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1338,6 +1355,14 @@ git-tree-sha1 = "fa14ac25af7a4b8a7f61b287a124df7aab601bcd"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
 version = "1.3.6+6"
 
+[[nghttp2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+
+[[p7zip_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
+
 [[x264_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "d713c1ce4deac133e3334ee12f4adff07f81778f"
diff --git a/IntervalsModel/plots/Distributions.Poisson_hh.pdf b/IntervalsModel/plots/Distributions.Poisson_hh.pdf
index 03e971bb313fa2472f73fea32808f4c86ca68198..97cfe016f6743b6b3ef6d24ada9b0f1d73a27ee6 100644
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diff --git a/IntervalsModel/plots/Distributions.Poisson_rest.pdf b/IntervalsModel/plots/Distributions.Poisson_rest.pdf
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diff --git a/IntervalsModel/plots/Distributions.Poisson_ws.pdf b/IntervalsModel/plots/Distributions.Poisson_ws.pdf
index 5e690f9cd51bbb51bb304a14619b90762947db29..7b053268fe0eb12617810c771d3db8fec9f9fb7c 100644
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diff --git a/IntervalsModel/plots/ws.pdf b/IntervalsModel/plots/ws.pdf
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diff --git a/IntervalsModel/simulation_data/hh.dat b/IntervalsModel/simulation_data/hh.dat
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diff --git a/IntervalsModel/simulation_data/rest.dat b/IntervalsModel/simulation_data/rest.dat
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diff --git a/IntervalsModel/simulation_data/ws.dat b/IntervalsModel/simulation_data/ws.dat
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diff --git a/IntervalsModel/src/IntervalsModel.jl b/IntervalsModel/src/IntervalsModel.jl
index 1edbc94..69d7c30 100644
--- a/IntervalsModel/src/IntervalsModel.jl
+++ b/IntervalsModel/src/IntervalsModel.jl
@@ -14,9 +14,10 @@ using Serialization
 using KissABC
 using BenchmarkTools
 using Plots
+using ZeroWeightedDistributions
+using CovidAlertVaccinationModel:initial_workschool_mixing_matrix,ws_sample
 
-
-const rng = Xoroshiro128Plus()
+const rng = Xoroshiro128Plus(1)
 
 #consts that let give us nicer names for the indices
 const YOUNG, MIDDLE,OLD = 1,2,3
@@ -41,7 +42,7 @@ include("plotting_functions.jl")
 Runs parameter estimation for the three scenarios, hh, ws, and rest. 
 """
 function main()
-    do_hh(1000)
+    # do_hh(1000)
     do_ws(1000)
     do_rest(1000)
     plot_all()
@@ -91,10 +92,9 @@ function bayesian_estimation(fname, err_func, priors_list, dists, particles; alp
         init = rand(priors)
         # @btime $err_func($init,$dist)
         out = smc(priors,p -> err_func(p, dist), verbose=true, nparticles=particles, alpha=alpha,  parallel = true)
-        return dist => out
+        return string(dist) => out
     end |> OrderedDict
 
-    display(data_pairs)
     serialize(joinpath(PACKAGE_FOLDER,"simulation_data","$fname.dat"),data_pairs)
 end
 
@@ -109,7 +109,7 @@ function do_hh(particles)
     ]
 
     poisson_priors = filter_priors("home")
-    display(poisson_priors)
+    # display(poisson_priors)
     # Set parameter priors for fitting
     priors_list = [
         Factored(poisson_priors...),
diff --git a/IntervalsModel/src/plotting_functions.jl b/IntervalsModel/src/plotting_functions.jl
index 2d6c497..e04b4f5 100644
--- a/IntervalsModel/src/plotting_functions.jl
+++ b/IntervalsModel/src/plotting_functions.jl
@@ -6,13 +6,14 @@ const color_palette_bright = palette(:seaborn_bright) #bright color theme for th
 # default(dpi = 300)
 # default(framestyle = :box)
 # pgfplotsx()
+distribution_keys = [Poisson]
 function plot_all()
     fnames = ["hh","ws","rest"]
     map(plot_estimate,fnames)
 end
 function plot_estimate(fname)
     data = deserialize(joinpath(PACKAGE_FOLDER,"simulation_data","$fname.dat"))
-    plot_dists("$fname",collect(keys(data)),collect(values(data)))
+    plot_dists("$fname",distribution_keys,collect(values(data)))
     for (k,v) in zip(keys(data),values(data)) 
     plot_posteriors("$(k)_$fname",v)
     end
diff --git a/IntervalsModel/src/utils.jl b/IntervalsModel/src/utils.jl
index e15c43d..a2b592a 100644
--- a/IntervalsModel/src/utils.jl
+++ b/IntervalsModel/src/utils.jl
@@ -93,7 +93,7 @@ function filter_priors(location_key)
                     df -> map(r -> (r[:index_out],r[:index_in]) => convert(Vector,r[string.(distribution_support)]),df) |> #this is pretty inflexible to changing support unfortunately
                     Dict
 
-    display(priors_dict)
+    # display(priors_dict)
 
     priors_probs = Dict(map(v -> v => DiscreteNonParametric(distribution_support,priors_dict[v]), collect(keys(priors_dict))))
 
diff --git a/IntervalsModel/src/ws_durations_model.jl b/IntervalsModel/src/ws_durations_model.jl
index 404e127..89aef37 100644
--- a/IntervalsModel/src/ws_durations_model.jl
+++ b/IntervalsModel/src/ws_durations_model.jl
@@ -1,9 +1,9 @@
 
 const ws_data = get_ws_data()
-
 """
 Kernel density functions based on the durs in ws_data and their corresponding weights. This defines an interpolated density function that we can compare to the density obtained from the simulation.
 """
+
 const kerneldensity_data_ws = (
     Y = InterpKDE(kde(ws_data.Y.durs;weights = ws_data.Y.weights)),
     M = InterpKDE(kde(ws_data.M.durs;weights = ws_data.M.weights)),
@@ -58,29 +58,3 @@ function err_ws(p,dist)
     return errsum./sample_repeat
 end
 
-
-
-function make_workschool_mixing_matrix()
-
-    #all geometric with means given
-    ws_mixing = map(t->from_mean(t...),[
-        (Geometric{Float64}, 4.104848) (Geometric{Float64},2.568782) (Geometric{Float64},0.017729)
-        (Geometric{Float64}, 0.975688) (Geometric{Float64},5.057572) (Geometric{Float64},0.021307)
-        (Geometric{Float64},0.001937)   (Geometric{Float64},0.00722)   (Geometric{Float64}, 0.022134) 
-    ])
-
-    #symmetrize WS mixing with respect to the population proportions in the data 
-    ws_mixing_w_unemployment_symmetrized = symmetrize_means(get_household_data_proportions(),ws_mixing)
-
-    #define a function that adjusts the means of W according to the unemployment_matrix
-    ws_adjust_mean(W) = (5/7) .* (1 .- unemployment_matrix) ./ ( mean.(W) + (5/7) .*  (1 .- unemployment_matrix))
-
-    #create a zero weighted distribution where the zero-weight is given by the unemployment_matrix, and the non-zero weight is given by ws_mixing, symmetrized, with means adjust upwards
-    ws_mixing_w_unemployment_symmetrized_weekday_adjusted = ZWDist.(unemployment_matrix,Geometric.(ws_adjust_mean(ws_mixing_w_unemployment_symmetrized)))
-    
-    return ws_mixing_w_unemployment_symmetrized_weekday_adjusted
-end
-
-@views function ws_sample(age)
-    return rand.(initial_workschool_mixing_matrix[age,:]) * (rand(RNG) < (5/7))
-end
diff --git a/Manifest.toml b/Manifest.toml
deleted file mode 100644
index 327d5bd..0000000
--- a/Manifest.toml
+++ /dev/null
@@ -1,388 +0,0 @@
-# This file is machine-generated - editing it directly is not advised
-
-[[AbstractFFTs]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "8ed9de2f1b1a9b1dee48582ad477c6e67b83eb2c"
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-version = "1.0.0"
-
-[[Adapt]]
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-git-tree-sha1 = "ffcfa2d345aaee0ef3d8346a073d5dd03c983ebe"
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-version = "3.2.0"
-
-[[ArgTools]]
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-
-[[ArrayInterface]]
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-git-tree-sha1 = "ee07ae00e3cc277dcfa5507ce25be522313ecc3e"
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-
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-
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-
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-
-[[LibCURL]]
-deps = ["LibCURL_jll", "MozillaCACerts_jll"]
-uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-
-[[LibCURL_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
-uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-
-[[LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
-uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
-
-[[LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
-uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-
-[[Libdl]]
-uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
-
-[[LinearAlgebra]]
-deps = ["Libdl"]
-uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-
-[[Logging]]
-uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
-
-[[MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "c253236b0ed414624b083e6b72bfe891fbd2c7af"
-uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2021.1.1+1"
-
-[[Markdown]]
-deps = ["Base64"]
-uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
-
-[[MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-
-[[Missings]]
-deps = ["DataAPI"]
-git-tree-sha1 = "f8c673ccc215eb50fcadb285f522420e29e69e1c"
-uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "0.4.5"
-
-[[Mmap]]
-uuid = "a63ad114-7e13-5084-954f-fe012c677804"
-
-[[MozillaCACerts_jll]]
-uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-
-[[NetworkOptions]]
-uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-
-[[OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "f64fbf703e7f5af5d82ea7b7385b443bb7765ce9"
-uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.6.1"
-
-[[OpenSpecFun_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9db77584158d0ab52307f8c04f8e7c08ca76b5b3"
-uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.3+4"
-
-[[OrderedCollections]]
-git-tree-sha1 = "4fa2ba51070ec13fcc7517db714445b4ab986bdf"
-uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.4.0"
-
-[[PDMats]]
-deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse", "Test"]
-git-tree-sha1 = "95a4038d1011dfdbde7cecd2ad0ac411e53ab1bc"
-uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.10.1"
-
-[[Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs"]
-uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-
-[[Printf]]
-deps = ["Unicode"]
-uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
-
-[[QuadGK]]
-deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "12fbe86da16df6679be7521dfb39fbc861e1dc7b"
-uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.4.1"
-
-[[REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
-uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
-
-[[Random]]
-deps = ["Serialization"]
-uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-
-[[Ratios]]
-git-tree-sha1 = "37d210f612d70f3f7d57d488cb3b6eff56ad4e41"
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-
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-
-[[Requires]]
-deps = ["UUIDs"]
-git-tree-sha1 = "cfbac6c1ed70c002ec6361e7fd334f02820d6419"
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-git-tree-sha1 = "86c5647b565873641538d8f812c04e4c9dbeb370"
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-[[Rmath_jll]]
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-[[SHA]]
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-[[Serialization]]
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-
-[[SharedArrays]]
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-uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
-
-[[Sockets]]
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-[[SortingAlgorithms]]
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-[[SparseArrays]]
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-
-[[SpecialFunctions]]
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-[[StaticArrays]]
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-[[Statistics]]
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-
-[[StatsBase]]
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-[[StatsFuns]]
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-[[SuiteSparse]]
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-[[TOML]]
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-
-[[Tar]]
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-[[Test]]
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-
-[[UUIDs]]
-deps = ["Random", "SHA"]
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-[[UnPack]]
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-
-[[Unicode]]
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-
-[[VectorizationBase]]
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-git-tree-sha1 = "338930400f561a120b9b317a456c7c1cd62eac13"
-uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
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-
-[[VectorizedRNG]]
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-git-tree-sha1 = "59c95a188efd11c6ed762154397ed5ea94a95e30"
-uuid = "33b4df10-0173-11e9-2a0c-851a7edac40e"
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-[[WoodburyMatrices]]
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-git-tree-sha1 = "59e2ad8fd1591ea019a5259bd012d7aee15f995c"
-uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.3"
-
-[[Zlib_jll]]
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-
-[[nghttp2_jll]]
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diff --git a/Project.toml b/Project.toml
deleted file mode 100644
index 9befd60..0000000
--- a/Project.toml
+++ /dev/null
@@ -1,3 +0,0 @@
-[deps]
-KernelDensity = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-VectorizedRNG = "33b4df10-0173-11e9-2a0c-851a7edac40e"
diff --git a/ZeroWeightedDistributions/Project.toml b/ZeroWeightedDistributions/Project.toml
index 34fdd9f..8597f5b 100644
--- a/ZeroWeightedDistributions/Project.toml
+++ b/ZeroWeightedDistributions/Project.toml
@@ -6,6 +6,7 @@ version = "0.1.0"
 [deps]
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 
 [compat]
 julia = "1"
diff --git a/ZeroWeightedDistributions/src/ZeroWeightedDistributions.jl b/ZeroWeightedDistributions/src/ZeroWeightedDistributions.jl
index 3eda876..f346fe5 100644
--- a/ZeroWeightedDistributions/src/ZeroWeightedDistributions.jl
+++ b/ZeroWeightedDistributions/src/ZeroWeightedDistributions.jl
@@ -6,7 +6,7 @@ import Random.rand!
 using Distributions
 import Distributions.pdf
 import Distributions.mean
-
+using StatsBase
 
 struct ZWDist{BaseDistType <: Sampleable,T} <: Sampleable{Univariate,T}
     α::Float64
-- 
GitLab