There should be obvious type notations for methods that work on real-valued datasets or symbolic datasets.
Right now, there's a union type TimeSeries{T,D} = Union{StateSpaceSet{D,T},AbstractArray{T,D}} where {T,D} for convenience that stands for both (and not even exported).
timeseries_to_grid methods should stay just Vector{Float64},Matrix{Float64},StateSpaceSet{D, Float64}, possibly with a type parameter T <: AbstractFloat to accomodate Float32 measured time series data.
calculate_transition_matrix should stay generic enough to be able to handle a wide range of possible symbol types.
There should be obvious type notations for methods that work on real-valued datasets or symbolic datasets. Right now, there's a union type
TimeSeries{T,D} = Union{StateSpaceSet{D,T},AbstractArray{T,D}} where {T,D}for convenience that stands for both (and not even exported).timeseries_to_gridmethods should stay justVector{Float64},Matrix{Float64},StateSpaceSet{D, Float64}, possibly with a type parameterT <: AbstractFloatto accomodateFloat32measured time series data.calculate_transition_matrixshould stay generic enough to be able to handle a wide range of possible symbol types.