Welcome to TensorWaves!¶
TensorWaves is a fitter package that optimizes mathematical models to data
samples. The models can be any mathematical expression (best expressed with
sympy
) that is then converted to any computational backend. In addition,
the tensorwaves.data
module allows one to generate toy data samples.
The package originates from pycompwa
, which did its computations through
ComPWA. ComPWA’s function tree is similar
to for instance
TensorFlow graphs and
SymPy expression trees.
The decision to use Python only has been further inspired by
TensorFlowAnalysis/AmpliTF
and zfit.