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Fast Function Extraction

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Bumps [black](https://github.com/psf/black) from 19.10b0 to 24.3.0. Release notes Sourced from black's releases. 24.3.0 Highlights This release is a milestone: it fixes Black's first CVE security vulnerability. If you run Black...

dependencies

pypi doesn't accept `sklearn` as a dependency anymore; has to be `scikit-learn` https://github.com/natekupp/ffx/blob/ced56d9423aa62d0a1b539832ed9537b6b7fefac/setup.py#L18

Hello, I tried to use your library with some measurement data but the model obtained is not a good fit. x and y values are already normalized, I already tried...

I'm trying to train the models but it is not converging. I tried to set max_iter in regressor, but it is not recognizing it. This is the warning I'm getting....

I just came across the following FFX model: ``` (-0.124 - 0.228*Land_Use - 0.228*Land_Use) / (1.0 + 2.62*Land_Use + 2.60*Land_Use) ``` Why isn't FFX reducing this expression?

FFX creates a Pareto front of good models, trading off numBases against accuracy. For some applications we would like to be able to put up just one model as the...

Thank you for your great work which offers new approach for symbolic regression. By your example in the slice, FFX can output the function of linear or nonlinear expression. But...

Added a test [5510110672e86ddd5620b432574af6e0c7136a8a] with data y=x^2 for x=[0, 1, 2, 3]. FFX does pretty well, but I expected the exact relationship. In the 4-base model, there are two x^2...