v1.0.0

v1.0.0 (2026-04-01)

Bug Fixes

• Add missing import of tree_x_presets (#129, bb145bc)

• C++ region growing implementation of CoarseToFineAlgorithm (#112, 1842103)

• Calculation of instance segmentation metrics (#99, 8d87cac)

• Formatting of C++ code (#130, 5785495)

• Instance matching and calculation of instance segmentation metrics with variable start IDs (#117, a989678)

• Instance matching for computing the coverage metric (#113, 7a5feff)

• Instance segmentation metrics when all predictions are false positives or false negatives (#106, 6e72bf2)

• Pin version ranges of docs dependencies to resolve version conflicts (#133, 403c6ff)

Chores

• Drop support for Python 3.10 and upgrade to numpy>=2.3 (#144, 3066680)

Continuous Integration

• Avoid empty commits in docs workflow (#100, 231d000)

• Fix docs generation (#84, bcf11d1)

• Fix release pipeline (#147, fd9140b)

• Fix test for MultiStageAlgorithm.watershed_correction (#83, 031fcf9)

• Update CI pipeline (#105, de8cbbc)

• Update ci pipelines (#145, 4c843a3)

Documentation

• Document setup of pre-commit hooks (#76, e8b8d65)

• Extend nitpick ignores (#75, 35dab3e)

• Fix build (#74, 3473614)

• Fix logo url (#73, 5c7af73)

• Fix version sorting (#78, edf53fd)

• Rename apidoc_templates folder (#79, 2830c15)

• Update docstrings and migrate to autodoc type hints (#109, 2666aa8)

• Update readme (#108, 6272cbf)

• Update readme (#107, 0a5ca34)

Features

• Add operations to filter instances (#80, edb26cd)

• Estimate with linear model (#89, d86b670)

• Filter false positive tree detections by tree height (#114, f86d77e)

• Instance matching (#96, 4e2a470)

• Operation to compute polygon area (#88, 989d7d8)

• Operation to test whether 2D points are within an ellipse (#81, e9a2270)

• Statistical outlier removal (#111, 557770a)

• Support Python 3.13 and 3.14 (#142, eb9ed84)

• TreeX algorithm (#90, 5200709)

Refactoring

• Accept intensities with different dtypes in treeX algorithm (#125, d6f05d6)

• Adapt instance segmentation metrics to new pointtorch interface (#139, 3e071da)

• Add pre-commit package as development dependency (#77, b44c998)

• Add wrapper of pointtorch instance matching (#140, 3c6214e)

• Adjust type hints to numpy 2.3 (#116, d49fb94)

• CMake configuration (#135, 92057c5)

• Computation of instance segmentation metrics (#103, b3a37a0)

• Computation of instance segmentation metrics when there are no valid detections (#110, 5dad16b)

• Create digital terrain model (#94, 78ce1cc)

• Distance_to_dtm (#95, 93f4c43)

• Include unmatched instances in metric computation (#121, 4e00407)

• Instance matching (#132, 3cb1840)

• Integrate scipy stubs package (#97, fafc311)

• Introduce pointtorch as dependency (#82, 73ef6cf)

• Optimize instance segmentation metrics (#102, f758287)

• Optimize metric computation (#122, 7e9bf0b)

• Optimize performance of region growing loop in treeX algorithm (#119, bb359e0)

• Pointtorch.operations.points_in_ellipse (#86, 179f8db)

• Remove old scipy stubs (#101, 36d2ad7)

• Remove pointtorch.operations.remap_instance_ids (#87, 9823a25)

• Remove torch dependencies from pyproject.toml (#92, 216e2fa)

• Replace normalize_height by distance_to_dtm (#91, ab05d6b)

• Support different starting instance IDs in instance matching (#115, 5b30060)

• Suppress division by zero warning in create_digital_terrain_model (#85, ae921b3)

• Suppress logs of CSF module (#118, 486d35a)

• Switch to instance matching implementation from pointtorch (#138, d1c3fe8)

• TLS preset (#124, 332ae20)

• Type handling for scipy KDTree (#104, c45e8c2)

• Type hints (#137, 89cd2ce)

• Update code formatting (#93, 157240e)

• Update minimum supported version of circle-detection package (#134, 644d29b)

• Update readme (#141, 0d39eee)

• Update treeX presets (#126, 737468b)

• Update treeX presets (#120, a4922e6)

• Update ULS preset (#127, 4456346)

• Update ULS preset for treeX algorithm (#123, b8e55fb)

• Upgrade Python version (#98, f6228e5)

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Detailed Changes: v0.1.0...v1.0.0