diff --git a/Resources/Week1/curie_weiss.jl b/Resources/Week1/curie_weiss.jl
deleted file mode 100644
index 1a0f5ed..0000000
--- a/Resources/Week1/curie_weiss.jl
+++ /dev/null
@@ -1,1989 +0,0 @@
-### A Pluto.jl notebook ###
-# v0.19.22
-
-using Markdown
-using InteractiveUtils
-
-# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
-macro bind(def, element)
- quote
- local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
- local el = $(esc(element))
- global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
- el
- end
-end
-
-# ╔═╡ 90361bb7-075b-49eb-b788-ee99b5c64ea0
-begin
- using LaTeXStrings
- using OrdinaryDiffEq
- using Plots
- using PlutoTeachingTools
- using PlutoUI
- using Random
-end
-
-# ╔═╡ 34387fe2-61bc-4ee4-a669-d38447ced424
-md"""
-# Curie-Weiss model
-"""
-
-# ╔═╡ 867dc158-2dff-4e59-9bca-cee709a11b2c
-TableOfContents()
-
-# ╔═╡ 23aaee39-6a7b-4f6a-8388-8f734aa0d220
-md"""
-## Model
-"""
-
-# ╔═╡ bad021ba-3b83-4c63-a29b-53fb7cea5b5c
-md"""
-The Hamiltonian for $N$ spins $S_1, ..., S_N$ with external field $h$ is given by
-```math
-\mathcal{H}(\mathbf{S}) = -\frac{1}{2N} \sum_{i,j} S_i S_j - h \sum_i S_i
-```
-The partition function at inverse temperature $\beta$ is
-```math
-Z = \sum_{\mathbf{S}} \exp(-\beta \mathcal{H}(\mathbf{S}))
-```
-The Boltzmann distribution is
-```math
-\mathbb{P}(\mathbf{S}) = \frac{\exp(-\beta \mathcal{H}(\mathbf{S}))}{Z}
-```
-"""
-
-# ╔═╡ dce6c18b-aa8e-470d-b574-6dc2584ab8c2
-H(m) = -((1+m)/2) * log((1+m)/2) - ((1-m)/2) * log((1-m)/2)
-
-# ╔═╡ 19098e4b-7e1a-41fe-9d3c-106d82016e92
-ϕ(m; β, h) = H(m) + β*m^2/2 + β*h*m
-
-# ╔═╡ e8cafb9d-cf47-4da1-b314-c70e83416154
-function fixed_point_iteration(m_start; β, h, tol)
- error = Inf
- m = m_start
- while error > tol
- m_new = tanh(β * (h + m))
- error = abs(m_new - m)
- m = m_new
- end
- return m
-end
-
-# ╔═╡ 1d3eb626-ee0d-4d3d-a799-7a28f9ffc9cd
-function mean_field_solutions(; β, h, tol=1e-7)
- m1 = fixed_point_iteration(1; β, h, tol) # right solution
- m2 = fixed_point_iteration(0; β, h, tol) # middle solution
- m3 = fixed_point_iteration(-1; β, h, tol) # left solution
- return (m1, m2, m3)
-end
-
-# ╔═╡ 222e54ae-b3a7-4119-a5e0-6de8e173e4ad
-md"""
-## Mean field equation
-"""
-
-# ╔═╡ 3f0aa97e-2c81-4faa-807c-7638b4f99c84
-md"""
-## MCMC
-"""
-
-# ╔═╡ 26b02b7a-fdbf-40db-b633-ddbbe16020ba
-md"""
-### Metropolis-Hastings
-"""
-
-# ╔═╡ f8e5a350-f135-464d-b068-9d0f757fa094
-md"""
-Let $\mathbf{S}_{\text{flip}}^{(k)}$ denote the vector of spins $\mathbf{S}$ in which $S_k$ has been flipped to $-S_k$.
-The variation in energy from the sign switch is given by:
-```math
-\begin{aligned}
-\mathcal{H}(\mathbf{S}_{\text{flip}}^{(k)}) - \mathcal{H}(\mathbf{S})
-= & -\frac{1}{2N} \left(\sum_{i \neq k,j \neq k} S_i S_j + \sum_{i \neq k} S_i (-S_k) + \sum_{j \neq k} (-S_k) S_j + (-S_k) (-S_k) \right) \\
-& + \frac{1}{2N} \left(\sum_{i \neq k,j \neq k} S_i S_j + \sum_{i \neq k} S_i S_k + \sum_{j \neq k} S_k S_j + S_k S_k \right) \\
-& - h \left(\sum_{i \neq k} S_i + (-S_k)\right) + h \left(\sum_{i \neq k} S_i + S_k\right) \\
-= & + \frac{2}{N} S_k \sum_{i \neq k} S_i + 2 h S_k
-\end{aligned}
-```
-"""
-
-# ╔═╡ 451a09ff-e1ef-4109-b237-e0d36be1b870
-function metropolis_hastings(N; β, h, tmax=100N)
- S = ones(Int, N)
- S_sum = sum(S)
- m_history = Vector{Float64}(undef, tmax + 1)
- m_history[1] = S_sum / N
- for t in 1:tmax
- k = rand(1:N)
- Sₖ = S[k]
- ΔE = (2/N) * Sₖ * (S_sum - Sₖ) + 2 * h * Sₖ
- r = rand()
- if r < exp(-β * ΔE)
- S_sum = S_sum - 2Sₖ
- S[k] = -Sₖ
- end
- m_history[t + 1] = S_sum / N
- end
- return m_history
-end
-
-# ╔═╡ 046646bd-11c9-40eb-a550-f6aaac5d8e5d
-md"""
-### Glauber
-"""
-
-# ╔═╡ 0a46b881-cad9-4187-99cf-d45cfb59dab4
-md"""
-Let $\mathbf{S}_{\text{rem}}^{(k)}$ denote the vector of spins $\mathbf{S}$ in which $S_k$ has been removed.
-The conditional probability that $S_k = 1$ given $\mathbf{S}_{\text{rem}}^{(k)}$ is given by
-```math
-\begin{aligned}
-P_+ & = \mathbb{P}(S_k = 1 \mid \mathbf{S}_{\text{rem}}^{(k)}) = \frac{\mathbb{P}(S_k = 1, \mathbf{S}_{\text{rem}}^{(k)})}{\mathbb{P}(\mathbf{S}_{\text{rem}}^{(k)})} \\
-& = \frac{\exp \left[-\beta \mathcal{H}(S_k = 1, \mathbf{S}_{\text{rem}}^{(k)})\right]}{\exp \left[-\beta \mathcal{H}(S_k = 1, \mathbf{S}_{\text{rem}}^{(k)})\right] + \exp \left[-\beta \mathcal{H}(S_k = -1, \mathbf{S}_{\text{rem}}^{(k)})\right]} \\
-& = \frac{1}{1 + \exp \left[\beta \mathcal{H}(S_k = 1, \mathbf{S}_{\text{rem}}^{(k)}) -\beta \mathcal{H}(S_k = -1, \mathbf{S}_{\text{rem}}^{(k)})\right]}
-\end{aligned}
-```
-We can reuse the computation from Metropolis-Hastings to find:
-```math
-P_+ = \frac{1}{1 + \exp \left[\beta \left(-\frac{2}{N} \sum_{i \neq k} S_i - 2h\right)\right]}
-```
-Now is a good time to remember that
-```math
-1 + \tanh(x) = 1 + \frac{e^{2x} - 1}{e^{2x} + 1} = \frac{2 e^{2x}}{e^{2x} + 1} = \frac{2}{1 + e^{-2x}}
-```
-Let's conclude:
-```math
-P_+ = \frac{1}{2} \tanh\left[\beta \left(\frac{1}{N}\sum_{i \neq k} S_i + h \right)\right]
-```
-"""
-
-# ╔═╡ 07a0292a-da08-411c-a54c-a46d5a64ab91
-function glauber(N; β, h, tmax=100N)
- S = ones(Int, N)
- S_sum = sum(S)
- m_history = Vector{Float64}(undef, tmax + 1)
- m_history[1] = S_sum / N
- for t in 1:tmax
- k = rand(1:N)
- Sₖ = S[k]
- P₊ = (1 + tanh(β * ((S_sum - Sₖ) / N + h))) / 2
- r = rand()
- if r < P₊
- S_sum = S_sum - Sₖ + 1
- S[k] = 1
- else
- S_sum = S_sum - Sₖ - 1
- S[k] = -1
- end
- m_history[t + 1] = S_sum / N
- end
- return m_history
-end
-
-# ╔═╡ 38891968-1f3a-4d46-b303-cff1933a17ed
-md"""
-## ODE
-"""
-
-# ╔═╡ 0518f532-2970-4712-92d1-9aa7640b4b23
-ode_update(m, (β, h), t) = -m + tanh(β * (m + h))
-
-# ╔═╡ 40411c7e-8f45-4b05-808e-a377ef76c5e8
-md"""
-## Utilities
-"""
-
-# ╔═╡ ee24e4fb-1ce9-4b31-8bc7-08047ce8ddde
-md"""
-### Sliders
-"""
-
-# ╔═╡ b71d9e03-cf14-4cc5-8082-2224b15d5793
-slider_β_mf = md"""
-``\log_{10}\beta =`` $(@bind logβ_mf Slider(-0.5:0.01:0.5; default=0, show_value=true))
-""";
-
-# ╔═╡ 842868eb-3133-46c9-b52e-bb329e1f4868
-slider_h_mf = md"""
-``h =`` $(@bind h_mf Slider(-1.5:0.01:1.5; default=0, show_value=true))
-""";
-
-# ╔═╡ 2b40a185-2bc8-4bea-820d-d777849b5d78
-TwoColumn(slider_β_mf, slider_h_mf)
-
-# ╔═╡ f36c6552-6374-4124-af16-a5a891c78409
-TwoColumn(slider_β_mf, slider_h_mf)
-
-# ╔═╡ 2e9d5534-888b-4a92-b8b5-acd3f25ce2df
- β_mf = 10^logβ_mf;
-
-# ╔═╡ 30b49685-fac0-4410-b292-4bfd9d87df28
-slider_N_mh = md"""
-``N=`` $(@bind N_mh Select([10, 20, 50, 100, 200, 1000]))
-""";
-
-# ╔═╡ 35e6727c-4e39-4d0b-b68b-0ec8a303b029
-slider_N_mh
-
-# ╔═╡ fb145d3d-077e-483a-bc02-ecb4f359d185
-slider_N_mh
-
-# ╔═╡ 52a9f1fc-5f38-422c-9a75-cd1adc7d7ff6
-slider_N_g = md"""
-``N=`` $(@bind N_g Select([10, 20, 50, 100, 200, 1000]))
-""";
-
-# ╔═╡ a59b959c-165f-498e-acab-ac05db0076c5
-slider_N_g
-
-# ╔═╡ f4ff7e4d-ad52-4f5f-b558-b0144951a8fc
-slider_N_g
-
-# ╔═╡ fa3f9c48-2c95-4366-a5d4-c04414025c7b
-slider_β_ode = md"""
-``\log_{10}\beta =`` $(@bind logβ_ode Slider(-0.5:0.01:0.5; default=0, show_value=true))
-""";
-
-# ╔═╡ f917bcc8-8bf4-46be-8781-daa927670245
-slider_h_ode = md"""
-``h =`` $(@bind h_ode Slider(-1.5:0.01:1.5; default=0, show_value=true))
-""";
-
-# ╔═╡ 575748ac-b605-483c-950a-359870aeb6f1
-TwoColumn(slider_β_ode, slider_h_ode)
-
-# ╔═╡ f465d047-9029-426f-af35-2f4a69e71453
-β_ode = 10^logβ_ode
-
-# ╔═╡ 382c2f3d-6727-4e58-b750-3f4087142ed5
-slider_tmax_ode = md"""
-``t_{\max} =`` $(@bind tmax_ode Slider(10:10:1000; default=100, show_value=true))
-""";
-
-# ╔═╡ d6822bc4-97af-4295-8d8a-3c41bed0d72e
-slider_tmax_ode
-
-# ╔═╡ deeb99aa-4468-4976-ba4f-06d03d04acfe
-md"""
-### Plotting
-"""
-
-# ╔═╡ e7ce7842-5a8a-4069-adbb-deabd47d8cd1
-function plot_potential(; β, h)
- m_values = -1:0.01:1
- plot(xlabel=L"m", ylabel=L"\phi(m)")
- plot!(m_values, ϕ.(m_values; β, h), linewidth=2, label=nothing)
- m_extr = collect(mean_field_solutions(; β, h))
- scatter!(m_extr, ϕ.(m_extr; β, h); label=L"m^*")
- plot!(title="Potential function\n" * L"\beta = %$(round(β; digits=2)) \qquad h = %$(round(h; digits=2))")
-end
-
-# ╔═╡ 5b54818a-5c4b-4ad2-a5dc-690b64c0b3ce
-plot_potential(β=β_mf, h=h_mf)
-
-# ╔═╡ 0f59fdaa-fe9b-47d2-84a5-bf624fc2214a
-function plot_fixed_point(; β, h)
- m_values = -1:0.01:1
- plot(xlabel=L"m")
- plot!(m_values, m_values; linewidth=2, label=L"m")
- plot!(m_values, tanh.(β .* (h .+ m_values)); linewidth=2, label=L"\tanh(\beta(h+m))")
- m_fixed = collect(mean_field_solutions(; β, h))
- scatter!(m_fixed, m_fixed; label=L"m^*")
- plot!(title="Mean field equation\n" * L"\beta = %$(round(β; digits=2)) \qquad h = %$(round(h; digits=2))")
-end
-
-# ╔═╡ cb9e39f6-119d-411a-950f-4766353174fb
-plot_fixed_point(β=β_mf, h=h_mf)
-
-# ╔═╡ 15813162-829c-456c-9fa7-66f5f9f6a698
-function plot_metropolis_hastings(N; β, h)
- m_history = metropolis_hastings(N; β=β, h=h)
- plot(xlabel=L"t", ylabel=L"m")
- plot!(0:(length(m_history) - 1), m_history; label=nothing)
- for m_th in mean_field_solutions(; β, h)
- plot!([0, (length(m_history) - 1)], [m_th, m_th]; color=:black, linestyle=:dash, label=nothing)
- end
- plot!(title="Metropolis-Hastings\n" * L"\beta = %$(round(β; digits=2)) \qquad h = %$(round(h; digits=2)) \qquad N = %$N")
-end
-
-# ╔═╡ af2d670f-44be-46f2-9c08-aa7e52a61ced
-plot_metropolis_hastings(N_mh; β=1.2, h=0)
-
-# ╔═╡ 6110e38b-2af2-45f7-984f-69b7fd4e2abd
-plot_metropolis_hastings(N_mh; β=1.2, h=-0.1)
-
-# ╔═╡ 43b4d9f5-f9ee-4890-9346-58b5a5c2068b
-function plot_glauber(N; β, h)
- m_history = glauber(N; β=β, h=h)
- plot(xlabel=L"t", ylabel=L"m")
- plot!(0:(length(m_history) - 1), m_history; label=nothing)
- for m_th in mean_field_solutions(; β, h)
- plot!([0, (length(m_history) - 1)], [m_th, m_th]; color=:black, linestyle=:dash, label=nothing)
- end
- plot!(title="Glauber\n" * L"\beta = %$(round(β; digits=2)) \qquad h = %$(round(h; digits=2)) \qquad N = %$N")
-end
-
-# ╔═╡ dc6b8367-df8b-42a0-8362-89c567a3961a
-plot_glauber(N_g; β=1.2, h=0)
-
-# ╔═╡ 5d3ae250-0492-405f-8e95-288783a43347
-plot_glauber(N_g; β=1.2, h=-0.1)
-
-# ╔═╡ e0bef9f5-d610-448e-b306-f5d102614b33
-function plot_ode(; β, h, tmax)
- m0 = 1
- tspan = (0.0, tmax)
- prob = ODEProblem(ode_update, m0, tspan, (β, h))
- sol = solve(prob, Tsit5())
- plot(xlabel=L"t", ylabel=L"m")
- plot(sol; label=nothing)
- for m_th in mean_field_solutions(; β, h)
- plot!([0, tmax], [m_th, m_th]; color=:black, linestyle=:dash, label=nothing)
- end
- plot!(title="ODE\n" * L"\beta = %$(round(β; digits=2)) \qquad h = %$(round(h; digits=2))")
-end
-
-# ╔═╡ ef326268-e74e-4733-b089-2ab6f9f744d9
-plot_ode(β=β_ode, h=h_ode, tmax=tmax_ode)
-
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-
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diff --git a/Resources/Week1/curie_weiss.jl.html b/Resources/Week1/curie_weiss.jl.html
deleted file mode 100644
index 18cab18..0000000
--- a/Resources/Week1/curie_weiss.jl.html
+++ /dev/null
@@ -1,15 +0,0 @@
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