Version 0.7.0 with Fit Statistics

Changelog

Highlights Now has statistical information about fit parameters

Changes

• 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