geo-ant / varpro / 6526131140

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Feature/uncertainties of fit parameters (#24)



    Deprecate the minimize function of the LevMarSolver and
    replace it with fit, with a slightly different API.
    Add a function fit_with_statistics and a statistics module
    that calculates additional statistical information about the fit
    (if successful). It allows us to extract the estimated standard
    errors of the model parameters (both linear and nonlinear) but also
    provides more complete information like the covariance matrix and
    the correlation matrix.
    add more exhaustive tests
    add original varpro matlab code from DP O'Leary and BW Rust
    with permission
    bump benchmarking dependencies

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