Fast Taylor decomposition for gradient kernels

[SebastianAment]

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[codecov]

Codecov Report

Merging #14 (6045925) into main (c420c1c) will increase coverage by 0.46%.
The diff coverage is 82.81%.

@@            Coverage Diff             @@
##             main      #14      +/-   ##
==========================================
+ Coverage   61.52%   61.98%   +0.46%     
==========================================
  Files          20       21       +1     
  Lines        1635     1739     +104     
==========================================
+ Hits         1006     1078      +72     
- Misses        629      661      +32     

Impacted Files	Coverage Δ
src/CovarianceFunctions.jl	0.00% <ø> (ø)
src/taylor_gradient.jl	79.59% <79.59%> (ø)
src/barneshut.jl	94.11% <93.33%> (+2.94%)	⬆️
src/gradient.jl	73.33% <0.00%> (-4.69%)	⬇️
src/lazy_linear_algebra.jl	33.33% <0.00%> (-1.10%)	⬇️
src/taylor.jl	67.30% <0.00%> (ø)
src/gramian.jl	76.42% <0.00%> (+0.38%)	⬆️
src/gradient_algebra.jl	7.82% <0.00%> (+0.80%)	⬆️
src/properties.jl	63.41% <0.00%> (+0.91%)	⬆️
src/stationary.jl	98.18% <0.00%> (+2.76%)	⬆️
... and 1 more

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