```@eval using Diffusers.BetaSchedules using LaTeXStrings using PlotlyJS T = 1000 β_linear = linear_beta_schedule(T) β_scaled_linear = scaled_linear_beta_schedule(T) β_cosine = cosine_beta_schedule(T) β_sigmoid = sigmoid_beta_schedule(T) α̅_linear = cumprod(1 .- β_linear) α̅_scaled_linear = cumprod(1 .- β_scaled_linear) α̅_cosine = cumprod(1 .- β_cosine) α̅_sigmoid = cumprod(1 .- β_sigmoid) p1 = plot( [ scatter(y=β_linear, name="Linear"), scatter(y=β_scaled_linear, name="Scaled linear"), scatter(y=β_cosine, name="Cosine"), scatter(y=β_sigmoid, name="Sigmoid"), ], Layout( updatemenus=[ attr( type="buttons", active=1, buttons=[ attr( label="Linear", method="relayout", args=["yaxis.type", "linear"], ), attr( label="Log", method="relayout", args=["yaxis.type", "log"], ), ] ), ], title="Beta schedules", xaxis=attr( title=L"$t$", ), yaxis=attr( type="log", title=L"\beta", ) ) ) savefig(p1, "fig_beta_schedules.html") p2 = plot( [ scatter(y=α̅_linear, name="Linear"), scatter(y=α̅_scaled_linear, name="Scaled linear"), scatter(y=α̅_cosine, name="Cosine"), scatter(y=α̅_sigmoid, name="Sigmoid"), ], Layout( updatemenus=[ attr( type="buttons", buttons=[ attr( label="Linear", method="relayout", args=["yaxis.type", "linear"], ), attr( label="Log", method="relayout", args=["yaxis.type", "log"], ), ], ), ], title="Cumulative alpha schedules", xaxis=attr( title=L"$t$", ), yaxis=attr( title=L"\overline\alpha", ) ) ) savefig(p2, "fig_alpha_bar_schedules.html") nothing ``` ```@raw html ``` ```@autodocs Modules = [Diffusers.BetaSchedules] ```