diff --git a/README.md b/README.md index 99da6ae71b5e02c424a984bb83a9a1d8b5cbab84..d2ef2a8f5d80a9a840aa5719f2f020acbbb3299a 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ NIFTy - Numerical Information Field Theory ========================================== -[](https://gitlab.mpcdf.mpg.de/ift/NIFTy/commits/NIFTy_5) -[](https://gitlab.mpcdf.mpg.de/ift/NIFTy/commits/NIFTy_5) +[](https://gitlab.mpcdf.mpg.de/ift/nifty-dev/commits/NIFTy_5) +[](https://gitlab.mpcdf.mpg.de/ift/nifty-dev/commits/NIFTy_5) **NIFTy** project homepage: [http://ift.pages.mpcdf.de/NIFTy](http://ift.pages.mpcdf.de/NIFTy) diff --git a/nifty5/__init__.py b/nifty5/__init__.py index a32e88f4fbff601202a0f423b4328dc4c95aad46..6933bd27908fd5e1010ed130fb2fcef194cf20bf 100644 --- a/nifty5/__init__.py +++ b/nifty5/__init__.py @@ -21,7 +21,7 @@ from .nonlinearities import Exponential, Linear, PositiveTanh, Tanh from .models.constant import Constant from .models.linear_model import LinearModel from .models.local_nonlinearity import (LocalModel, PointwiseExponential, - PointwisePositiveTanh, PointwiseTanh) + PointwisePositiveTanh, PointwiseTanh) from .models.model import Model from .models.multi_model import MultiModel from .models.variable import Variable @@ -65,7 +65,8 @@ from .minimization.steepest_descent import SteepestDescent from .minimization.vl_bfgs import VL_BFGS from .minimization.l_bfgs import L_BFGS from .minimization.relaxed_newton import RelaxedNewton -from .minimization.scipy_minimizer import ScipyMinimizer, NewtonCG, L_BFGS_B, ScipyCG +from .minimization.scipy_minimizer import (ScipyMinimizer, NewtonCG, L_BFGS_B, + ScipyCG) from .minimization.energy import Energy from .minimization.quadratic_energy import QuadraticEnergy from .minimization.line_energy import LineEnergy @@ -82,7 +83,8 @@ from .library.point_sources import PointSources from .library.poissonian_energy import PoissonianEnergy from .library.wiener_filter_curvature import WienerFilterCurvature from .library.wiener_filter_energy import WienerFilterEnergy -from .library.correlated_fields import make_correlated_field, make_mf_correlated_field +from .library.correlated_fields import (make_correlated_field, + make_mf_correlated_field) from . import extra diff --git a/nifty5/energies/kl.py b/nifty5/energies/kl.py index 0289b70c0164b19b93945dcecfdad1d71ae28a18..4a1e9012674cec0c8531ce17550d1e0bf3d3c28e 100644 --- a/nifty5/energies/kl.py +++ b/nifty5/energies/kl.py @@ -34,5 +34,5 @@ class SampledKullbachLeiblerDivergence(Energy): @property @memo def curvature(self): - return (my_sum(map(lambda v: v.curvature, self._energy_list)) * - (1./len(self._energy_list))) + return (my_sum(map(lambda v: v.curvature, self._energy_list)) * + (1./len(self._energy_list))) diff --git a/nifty5/library/correlated_fields.py b/nifty5/library/correlated_fields.py index 4a3aaa490f90abc4a9b57840b6ac45249ad1f643..a6f6439254c54729e22839a34007d51ae1728950 100644 --- a/nifty5/library/correlated_fields.py +++ b/nifty5/library/correlated_fields.py @@ -47,7 +47,8 @@ def make_mf_correlated_field(s_space_spatial, s_space_energy, from ..models.variable import Variable from ..domain_tuple import DomainTuple from ..operators.domain_distributor import DomainDistributor - from ..operators.harmonic_transform_operator import HarmonicTransformOperator + from ..operators.harmonic_transform_operator \ + import HarmonicTransformOperator h_space_spatial = s_space_spatial.get_default_codomain() h_space_energy = s_space_energy.get_default_codomain() h_space = DomainTuple.make((h_space_spatial, h_space_energy)) diff --git a/nifty5/library/point_sources.py b/nifty5/library/point_sources.py index 1bb69c3ee1b2415631f8a4ff8e050c8384f5becc..3c577d77492ebb16421231b10f90d5794e990d2a 100644 --- a/nifty5/library/point_sources.py +++ b/nifty5/library/point_sources.py @@ -51,7 +51,8 @@ class PointSources(Model): @staticmethod def IG_prime(field, alpha, q): inner = norm.pdf(field.local_data) - outer = invgamma.pdf(invgamma.ppf(norm.cdf(field.local_data), alpha, scale=q), alpha, scale=q) + outer = invgamma.pdf(invgamma.ppf(norm.cdf(field.local_data), alpha, + scale=q), alpha, scale=q) # # FIXME # outer = np.clip(outer, 1e-20, None) outer = 1/outer diff --git a/nifty5/operators/chain_operator.py b/nifty5/operators/chain_operator.py index 49edcd898556cc8631a9e1e2c0726160231d6512..91c7091d76eb48477a9af72646024d4b30aae7a3 100644 --- a/nifty5/operators/chain_operator.py +++ b/nifty5/operators/chain_operator.py @@ -94,9 +94,8 @@ class ChainOperator(LinearOperator): @staticmethod def make(ops): - """Build a ChainOperator (or something simpler if possible), + """Build a ChainOperator (or something simpler if possible), a sequence of concatenated LinearOperators. - Parameters ---------- diff --git a/nifty5/operators/linear_operator.py b/nifty5/operators/linear_operator.py index 988cfbddbbd7172202ca9e7787726ff88ea2a33b..d6f74fc0e7831430b92d8f277bcbda3ecb2de06a 100644 --- a/nifty5/operators/linear_operator.py +++ b/nifty5/operators/linear_operator.py @@ -277,7 +277,8 @@ class LinearOperator(NiftyMetaBase()): if not self._validMode[mode]: raise NotImplementedError("invalid operator mode specified") if mode & self.capability == 0: - raise NotImplementedError("requested operator mode is not supported") + raise NotImplementedError( + "requested operator mode is not supported") def _check_input(self, x, mode): self._check_mode(mode)