3e34371d41f0a1e8ab6df4214c77ace3ca9eac7d,scipy/optimize/least_squares.py,,least_squares,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,148

Before Change


        raise ValueError("Method "lm" doesn"t work when the number of "
                         "residuals is less than the number of variables.")

    if jac in ["2-point", "3-point", "cs"]:
        if method == "lm":
            if jac_sparsity is not None:
                raise ValueError("Usage of method="lm" with `jac_sparsity` "

After Change


    if callable(jac):
        J0 = jac(x0, *args, **kwargs)

        if issparse(J0):
            J0 = csr_matrix(J0)

            def jac_wrapped(x, _=None):
                return csr_matrix(jac(x, *args, **kwargs))
        elif isinstance(J0, LinearOperator):
            def jac_wrapped(x, _=None):
                return jac(x, *args, **kwargs)
        else:
            J0 = np.atleast_2d(J0)

            def jac_wrapped(x, _=None):
                return np.atleast_2d(jac(x, *args, **kwargs))

        if jac_sparsity is not None:
            warn("`jac_sparsity = `%s is ignored." % jac_sparsity)

    else:
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 5

Instances


Project Name: scipy/scipy
Commit Name: 3e34371d41f0a1e8ab6df4214c77ace3ca9eac7d
Time: 2015-07-28
Author: evgeni@burovski.me
File Name: scipy/optimize/least_squares.py
Class Name:
Method Name: least_squares


Project Name: scikit-learn-contrib/imbalanced-learn
Commit Name: 2e7c0700d00da702cdccb7c19b6fe1857b5bd1b7
Time: 2017-08-24
Author: g.lemaitre58@gmail.com
File Name: imblearn/under_sampling/prototype_generation/cluster_centroids.py
Class Name: ClusterCentroids
Method Name: _sample


Project Name: ClimbsRocks/auto_ml
Commit Name: 66e0021454419913bc4bb04640d7aa784163f4c6
Time: 2017-11-27
Author: climbsbytes@gmail.com
File Name: auto_ml/utils_model_training.py
Class Name: FinalModelATC
Method Name: fit