lmfit

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.