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ca999 committed Jan 8, 2025
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Expand Up @@ -27,7 +27,7 @@ popt, pcov = curve_fit(f, xdata, ydata, p0=None, sigma=None, absolute_sigma=Fals
- `p0`: Inital guess of the parameters.
- `sigma`: Defines the uncertainty in `ydata`.
- `absolute_sigma`: If `True`, `sigma` is interpreted absolutely, and the parameter covariance pcov reflects absolute values. If `False` which is the default, `sigma` is scaled to normalize residual variance. Here, pcov(absolute_sigma=False) = pcov(absolute_sigma=True) \* chisq(popt)/(M-N).
- `check_finite`: Ensures input arrays do not contain `NaN` or `inf`. If `True`, a `ValueError` is raised when such values are found. Defaults to `True` unless `nan_policy` is explicitly specified.
- `check_finite`: Ensures input arrays do not contain `NaN` or `inf`. If `True`, a `ValueError` is raised when such values are found. Defaults to `True` unless `nan_policy` is explicitly specified.
- `bounds`: Specifies parameter bounds. Defaults to no bounds. Options include:
- An instance of the `Bounds` class.
- A 2-tuple of array-like objects or scalars: Scalars apply bounds uniformly and `np.inf` can disable bounds partially.
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