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Releases: MIT-SPARK/KISS-Matcher

KISS-Matcher v1.0.2

10 May 03:54
e3440b6

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Tiny correctness fix.

What changed

`kiss_matcher.version` is now derived from the installed package
metadata (`importlib.metadata.version("kiss_matcher")`) instead of a
hardcoded string. v1.0.0 and v1.0.1 both reported `version == "1.0.0"`
at runtime regardless of the actual installed version; v1.0.2 fixes that
drift and any future bump is reflected automatically.

No API changes

Same wheels, same coverage as v1.0.1.

KISS-Matcher v1.0.1

10 May 03:30
7572413

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Slim install footprint.

What changed

  • `viser` moved from required dependencies to the `[viz]` extra.
    Default `pip install kiss-matcher` no longer pulls in trimesh, scipy,
    networkx, shapely, embreex, jsonschema, httpx, and ~20 other transitive
    packages. Install with the visualization extra when needed:
    `pip install kiss-matcher[viz]`.
  • New self-contained quickstart at `python/examples/quickstart.py` that
    works with no external data and no viser. Generates a synthetic point
    cloud, applies a known rigid transform, and verifies KISS-Matcher
    recovers it.

No API changes

The Python API (`KISSMatcher`, `KISSMatcherConfig`, `RegistrationSolution`)
is identical to v1.0.0; this release is purely a packaging slim-down.

Same platform coverage

Wheels for Linux `manylinux_2_28+` x86_64 and macOS arm64 (macOS 14+),
Python 3.8 through 3.12. Source distribution available for everything else.

KISS-Matcher v1.0.0

09 May 22:03
d0dd2b5

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First PyPI release of KISS-Matcher's Python bindings.

Install

```bash
pip install kiss-matcher
```

Wheels are published for:

  • Linux `manylinux_2_28+` x86_64 (works on any Linux with glibc ≥ 2.28: Ubuntu 20.04+, Debian 11+, RHEL 9+, etc.)
  • macOS arm64 (macOS 14+, Apple Silicon)
  • Python 3.8, 3.9, 3.10, 3.11, 3.12

Each wheel ships its own copy of oneTBB, OpenMP, lz4, and flann — no system installation needed.

Intel-Mac users: `pip install kiss-matcher` falls back to source build automatically (CMake ≥ 3.18, Eigen 3, TBB, OpenMP, flann required).

What's bundled

  • KISS-Matcher core (FasterPFH + ROBINMatching + GncSolver pipeline)
  • ROBIN v.1.2.7 (with MIT-SPARK/pmc fork pinned for upcoming Windows MSVC support)
  • oneTBB 2022, Eigen 3, lz4, flann

Quickstart

```python
import kiss_matcher as km
import numpy as np

config = km.KISSMatcherConfig(voxel_size=0.3)
matcher = km.KISSMatcher(config)

src = np.random.rand(1000, 3).astype(np.float32)
tgt = np.random.rand(1000, 3).astype(np.float32)
solution = matcher.estimate(src, tgt)
```

Notes

  • Windows wheels are not yet available; ROBIN's `src/pkc.cpp` uses GCC builtin atomics and `size_t` OpenMP `for` indices that MSVC's OpenMP 2.0 rejects. Patch coming in a follow-up release.
  • Source distribution is also published, so `pip install --no-binary :all: kiss-matcher` works on any POSIX system with the build dependencies.

v0.3.0

08 Apr 20:21
01d0ad0

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Now, what I wanted to implement has been done! Fully support ROS2.

What's Changed

New Contributors

Full Changelog: v0.2.0...v0.3.0

v0.2.0

23 Feb 17:05
f815c6f

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Fully supported by binding. But Mac env should be tested soon.


What's Changed

New Contributors

  • @fdila made their first contribution in #16

Full Changelog: v0.1.1...v0.2.0

v0.1.1

18 Feb 20:30
996ebac

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What's Changed

New Contributors

Full Changelog: v0.1.0...v0.1.1

v0.1.0

17 Feb 21:34

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Initial upload (C++ is now fully supported)!