loss_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot the loss of each Datapoint as a line graph.

loss_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use a predefined position (1,1) in Figure, if none is given.

grad_norm_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot the norm of the gradients in each Datapoint as a line graph.

grad_norm_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use a predefined position (2,1) in Figure, if none is given.

hist_1d_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot a histogram of gradients in the last Datapoint.

hist_1d_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use a predefined position (1,2) in Figure, if none is given.

params_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot a histogram of the parameters given in the last Datapoint.

params_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use a predefined position (2,2) in Figure, if none is given.

distance_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot the l2 distance between the parameters in the first and last Datapoint as a point graph.

distance_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use the predefined position (1,3) in Figure, if none is given.

update_size_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot the l2 distance between parameters in the second to last and last Datapoint given.

update_size_plot!(fig::Makie.Figure, datapoints::Observable{Vector{Datapoint}})

Use the predefined position (2,3) in Figure, if none is given.

hist_2d_plot!(fig, datapoints::Observable{Vector{Datapoint}}, a::Int64, b::Int64)

Plot the Parameters and the corresponding Gradients in the current training iteration.

hist_2d_plot!(fig, datapoints::Observable{Vector{Datapoint}})

Use the predefined position (3,1) in Figure, if none is given.