Sdcflows

=========================
New feature release in the 2.7.0 series.

This release includes an updated CLI, which allows ``sdcflows`` to be
run as a BIDS App. To achieve the previous behavior of ``sdcflows-find-estimators``,
use the ``-n`` flag.

Addtional bug fixes and enhancements are included.

* FIX: Drop header before resampling image to avoid unsafe cast (415)
* FIX: Wrangler now ignores ``part-phase`` EPI files (407)
* ENH: Standalone CLI now estimates fieldmaps (408)
* ENH: Add support for ASL data (411)
* ENH: Enable rendering of the Jupyter notebooks (409)
* MNT: Migrate to PEP517/518 packaging (410)
* CI: bump actions/setup-python from 4 to 5 (412)
* CI: bump conda-incubator/setup-miniconda from 2 to 3 (406)

=========================
New feature release in the 2.6.0 series.

This release resolves a number of issues with fieldmaps inducing distortions
during correction. Phase difference and direct fieldmaps are now masked correctly,
preventing the overestimation of distortions outside the brain. Additionally,
we now implement Jacobian weighting during unwarping, which corrects for compression
and expansion effects on signal intensity.

* FIX: Mask fieldmap before fitting spline field (396)
* FIX: Interpolate to floating point values (394)
* FIX: Refactoring the ``B0FieldTransform`` implementation (346)
* FIX: Nipype workflows like to be passed absolute paths (phasediff fieldmap) (374)
* ENH: Implement Jacobian weighting during unwarp (391)
* ENH: Output target2fmap_xfm from coeff2epi_wf (381)
* ENH: Add data loader to sdcflows.data, drop pkg_resources (379)
* RF: Use scipy.interpolate.BSpline to construct spline basis (393)
* DOC: Use latest sphinx to fix bad sphinx/furo interaction (390)
* DOC: Fix missing dependency when merging new data loader (380)
* MNT: Update emprical values in test to allow transition to new scipy's BSpline (387)
* MNT: Add pre-commit config (375)
* MNT: Add a seed to random generator of coefficients (368)

=========================
Bug-fix release in the 2.5.x series.

This release includes a fix for phasediff/direct fieldmaps that were previously
producing distortions outside the brain due to an incorrect masking of the fieldmap.

* FIX: Mask fieldmap before fitting spline field [backport gh-396] (398)
* DOC: Fix doc build for 2.5.x branch (399)
* MAINT: Make call to scipy.stats.mode compatible with scipy 1.11.0 (371)

=====================
Bug-fix release in the 2.5.x series.

* FIX: Use ``lsqr`` solver for spline fit, rerun on extreme values (366)
* FIX: Ensure metadata is not present in entity query (367)
* RF/FIX: Prioritize sbref and shortest echo for SyN-SDC (364)

=====================
New feature release in the 2.5.x series.

This release includes a number of changes to default behaviors.
SyN-SDC will be performed per-BOLD/DWI image, unless specified otherwise with
``B0FieldIdentifier``\s, and may now be specified with T2w images as anatomical
references as well.
Additionally, PEPolar fieldmaps will only be grouped if they share ``IntendedFor``
metadata.

Finally, as a small UX improvement, if magnitude1/magnitude2 images have differing
affines but are in register, we will now copy the header rather than requiring the
user to update the header themselves.

* FIX: Ensure IntendedFor metadata is a subject-relative path (360)
* ENH: Split SyN fieldmap estimates per-EPI (312)
* ENH: Allow non-T1w anatomical estimators (358)
* ENH: Function to calculate reference grids aligned with the coefficients (355)
* ENH: Check registration of magnitude1/magnitude2 images and update headers (356)
* RF: Split PEPolar fieldmaps by intent, if available (342)
* CI: Use supported codecov uploaders (348)

======================
Bug-fix release in the 2.4.x series.

This fix resolves an inconsistency of treatment of phase-difference and
scanner-calculated fieldmaps, relative to PEPolar and SyN. Fieldmaps in
orientations other than RAS were impacted.

* FIX: Reorient fieldmaps to RAS before estimating B-splines (354)