One of the most useful features for improving the performance of SymbolicRegression.jl, and otherwise debugging it, would be a data recorder. This would log everything that happens in a structured format (not plaintext!), so that one can quantitatively study the performance of various algorithms, and tune them.
MilesCranmer
commented
3 years ago
One of the most useful features for improving the performance of SymbolicRegression.jl, and otherwise debugging it, would be a data recorder. This would log everything that happens in a structured format (not plaintext!), so that one can quantitatively study the performance of various algorithms, and tune them.