Notes on new features (minor releases). For more details on bugfixes and non-feature-adding changes (patch releases), check out the releases page.
- Much faster (and lazier) arrays of subcomponents!
julia> ca = ComponentArray(a=5, b=(a=zeros(4,4), b=0), c=(a=[(a=1, b=2), (a=3, b=1), (a=1, b=2), (a=3, b=1)], b=[1., 2., 4]));
julia> @btime sum(x.a + x.b for x in $ca.c.a);
127.160 ns (2 allocations: 480 bytes)
julia> @btime sum(x.a + x.b for x in $ca.c.a);
36.895 ns (0 allocations: 0 bytes)- Easier DifferentialEquations plotting!
- Automatic legend labeling!
SymbolandStringsupport for thevarsplot keyword!- See it in an action here!
- Constructor for making new
ComponentVectors with additional fields! Watch out, it's slow!
julia> x = ComponentArray(a=5, b=[1, 2])
ComponentVector{Int64}(a = 5, b = [1, 2])
julia> moar_x = ComponentArray(x; c=zeros(2,2), d=(a=2, b=10))
ComponentVector{Int64}(a = 5, b = [1, 2], c = [0 0; 0 0], d = (a = 2, b = 10))- Zygote rules for DiffEqFlux support! Check out the docs for an example!
- Matrix and higher-dimensional array components!
...and plenty more!