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Port details

math/py-hdbscan 0.8.44

Clustering based on density with variable density clusters

Port info

Maintainer
sunpoet@FreeBSD.org
Packages
latest: 0.8.44
Upstream
up to date
Last update
to 0.8.44 · 50ed5b9b3b
Quarterly
2026Q4: 0.8.44
WWW
https://hdbscan.readthedocs.io/en/latest/
Links
cgit · VuXML

Install

Package
# pkg install py312-hdbscan
installs 0.8.44 from latest; from quarterly (2026Q4) 0.8.44
Port
# cd /usr/ports/math/py-hdbscan && make install clean
Size
873 KiB download · 12 MiB installed
Depends on
devel/py-joblib 1.6.0_1, lang/python312 3.12.15, math/py-numpy 2.4.6_1,1, science/py-scikit-learn 1.9.0_2, science/py-scipy 1.17.1_5,1
License
BSD3CLAUSE

Packages by version and architecture

latest

FreeBSD versionamd64aarch64i386
FreeBSD 160.8.44✗–
FreeBSD 150.8.44✗–
FreeBSD 140.8.44✗0.8.44

quarterly (2026Q4)

FreeBSD versionamd64aarch64i386
FreeBSD 150.8.44✗–
FreeBSD 140.8.44✗0.8.44

version as in the ports tree (latest) or the most common one (quarterly) · different version · ✗ not built · – no packages for this platform. Package sets that have not been rebuilt for 60 days are left out.

Unaddressed and VuXML only (0)

No unaddressed CVE and nothing reported by pkg audit for the packaged version 0.8.44.

Fixed (0)

No VuXML entries for this package.

Problem reports (0) · open in Bugzilla, most recently changed first

None.

Commits (29)

Po-Chuan Hsieh (sunpoet) · 0.8.44
math/py-hdbscan: Update to 0.8.44

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
50ed5b9b3b
Po-Chuan Hsieh (sunpoet) · 0.8.43
math/py-hdbscan: Update to 0.8.43

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
7930357c73
Po-Chuan Hsieh (sunpoet) · 0.8.42
math/py-hdbscan: Fix b0b4d9e1eae890d0de1591e20fb37358439a2ff6

- Update version requirement of *_DEPENDS
- Remove pyproject.toml patch

Note that math/py-numpy has PORTEPOCH=1.
c16389ad46
Max Brazhnikov (makc) · 0.8.42
*/*: Switch to NumPy 2.x

PR:		294328
Exp-run:	antoine
b0b4d9e1ea
Max Brazhnikov (makc) · 0.8.42
math/py-hdbscan: Update to 0.8.42

PR:		294328
Submitted by:	sunpoet
57bdf7598e
Charlie Li (vishwin) · 0.8.33_2
math/py-numpy: switch all consumers to math/py-numpy1

...and bump PORTREVISIONs of consumers with hard RUN_DEPENDS

PR: 281470
d4bd5ba72e
Po-Chuan Hsieh (sunpoet) · 0.8.33_1
math/py-hdbscan: Convert to USE_PYTHON=pep517

- Remove cython version check from BUILD_DEPENDS
- Bump PORTREVISION for package change
f42471ff18
Po-Chuan Hsieh (sunpoet) · 0.8.33
math/py-hdbscan: Update WWW
d6e5e55c86
Po-Chuan Hsieh (sunpoet) · 0.8.33
math/py-hdbscan: Update to 0.8.33

- Convert to USE_PYTHON=pep517

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
4ab3cf5c4f
Po-Chuan Hsieh (sunpoet) · 0.8.30
math/py-hdbscan: Update to 0.8.30

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
b7d06b463f
Rene Ladan (rene) · 0.8.29_1
all: remove explicit versions in USES=python for "3.x+"

The logic in USES=python will automatically convert this to 3.8+ by
itself.

Adjust two ports that only had Python 3.7 mentioned but build fine
on Python 3.8 too.

finance/quickfix: mark BROKEN with PYTHON

libtool: compile:  c++ -DHAVE_CONFIG_H -I. -I../.. -I -I. -I.. -I../.. -I../C++ -DLIBICONV_PLUG -DPYTHON_MAJOR_VERSION=3 -Wno-unused-variable -Wno-maybe-uninitialized -O2 -pipe -DLIBICONV_PLUG -fstack-protector-strong -fno-strict-aliasing -DLIBICONV_PLUG -Wall -ansi -Wno-unused-command-line-argument -Wpointer-arith -Wwrite-strings -Wno-overloaded-virtual -Wno-deprecated-declarations -Wno-deprecated -std=c++0x -MT _quickfix_la-QuickfixPython.lo -MD -MP -MF .deps/_quickfix_la-QuickfixPython.Tpo -c QuickfixPython.cpp  -fPIC -DPIC -o .libs/_quickfix_la-QuickfixPython.o
warning: unknown warning option '-Wno-maybe-uninitialized'; did you mean '-Wno-uninitialized'? [-Wunknown-warning-option]
QuickfixPython.cpp:175:11: fatal error: 'Python.h' file not found
          ^~~~~~~~~~
1 warning and 1 error generated.

Reviewed by:	portmgr, vishwin, yuri
Differential Revision:	<https://reviews.freebsd.org/D40568>
3d9a815d9c
Gerald Pfeifer (gerald) · 0.8.29_1
*: Bump PORTREVISIONs for math/mpc update to 1.3.1
8d3e020ed0
Dmitry Marakasov (amdmi3) · 0.8.29
*/*: rename CHEESESHOP to PYPI in MASTER_SITES

PR:			267994
Differential revision:	D37518
Approved by:		bapt
77d68471ad
Po-Chuan Hsieh (sunpoet) · 0.8.29
math/py-hdbscan: Update to 0.8.29

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
232b0486f1
Stefan Eßer (se) · 0.8.28
Remove WWW entries moved into port Makefiles

Commit b7f05445c00f has added WWW entries to port Makefiles based on
WWW: lines in pkg-descr files.

This commit removes the WWW: lines of moved-over URLs from these
pkg-descr files.

Approved by:		portmgr (tcberner)
fb16dfecae
Stefan Eßer (se) · 0.8.28
Add WWW entries to port Makefiles

It has been common practice to have one or more URLs at the end of the
ports' pkg-descr files, one per line and prefixed with "WWW:". These
URLs should point at a project website or other relevant resources.

Access to these URLs required processing of the pkg-descr files, and
they have often become stale over time. If more than one such URL was
present in a pkg-descr file, only the first one was tarnsfered into
the port INDEX, but for many ports only the last line did contain the
port specific URL to further information.

There have been several proposals to make a project URL available as
a macro in the ports' Makefiles, over time.

This commit implements such a proposal and moves one of the WWW: entries
of each pkg-descr file into the respective port's Makefile. A heuristic
attempts to identify the most relevant URL in case there is more than
one WWW: entry in some pkg-descr file. URLs that are not moved into the
Makefile are prefixed with "See also:" instead of "WWW:" in the pkg-descr
files in order to preserve them.

There are 1256 ports that had no WWW: entries in pkg-descr files. These
ports will not be touched in this commit.

The portlint port has been adjusted to expect a WWW entry in each port
Makefile, and to flag any remaining "WWW:" lines in pkg-descr files as
deprecated.

Approved by:		portmgr (tcberner)
b7f05445c0
Tobias C. Berner (tcberner) · 0.8.28
math: remove 'Created by' lines

A big Thank You to the original contributors of these ports:

  *  Aaron Dalton <aaron@FreeBSD.org>
  *  Aaron Dalton <aaron@daltons.ca>
  *  Alessando Sagratini <ale_sagra@hotmail.com>
  *  Alex Dupre <ale@FreeBSD.org>
  *  Alexey Dokuchaev <danfe@FreeBSD.org>
  *  Amarendra Godbole <amarendra.godbole@gmail.com>
  *  Anders Nordby <anders@FreeBSD.org>
  *  Andreas Fehlner (fehlner@gmx.de)
  *  Andrew L. Neporada <andrew@chg.ru>
  *  Andrey <gugu@zoo.rambler.ru>
  *  Andrey Zakhvatov
  *  Anton Berezin <tobez@FreeBSD.org>
  *  Anton Berezin <tobez@plab.ku.dk>
  *  Anton Berezin <tobez@tobez.org>
  *  Anton Shterenlikht
  *  Anton Shterenlikht <mexas@bris.ac.uk>
  *  Bob Eager <bob@eager.cx>
  *  Charlie Kester <corky1951@comcast.net>
  *  Cheng-Lung Sung <clsung@FreeBSD.org>
  *  Cheng-Lung Sung <clsung@dragon2.net>
  *  Chris D. Faulhaber <jedgar@fxp.org>
  *  Christopher J. Ruwe
  *  Christopher Key <cjk32@cam.ac.uk>
  *  Chuck Hein <geekdude@pacbell.net>
  *  Cyrille Szymanski <cnszym@gmail.com>
  *  Dan Rue <drue@therub.org>
  *  Danilo Egea Gondolfo <danilo@FreeBSD.org>
  *  David Naylor <dbn@FreeBSD.org>
  *  David Naylor <naylor.b.david@gmail.com>
  *  Dereckson <dereckson@gmail.com>
  *  Devin Teske <dteske@FreeBSD.org>
  *  Dmitry Sivachenko <demon@FreeBSD.org>
  *  Dmitry Sivachenko <mitya@yandex-team.ru>
  *  Don Croyle <croyle@gelemna.org>
  *  Douglas K. Rand (rand@meridian-enviro.com)
  *  Dylan Simon <dylan@dylex.net>
  *  Edwin Groothuis <edwin@mavetju.org>
  *  Eijiro Shibusawa <ej-sib@ice.uec.ac.jp>
  *  Emanuel Haupt <ehaupt@FreeBSD.org>
  *  Eoin Lawless (eoin@maths.tcd.ie)
  *  Eric A. Griff <eagriff@global2000.net>
  *  Eric van Gyzen <vangyzen@stat.duke.edu>
  *  Ewgenij Gawrilow <gawrilow@math.tu-berlin.de>
  *  Fernan Aguero <fernan@iib.unsam.edu.ar>
  *  Foxfair Hu <foxfair@FreeBSD.org>
  *  Frederic Han <han@math.jussieu.fr>
  *  Gabor Kovesdan <gabor@FreeBSD.org>
  *  Gea-Suan Lin <gslin@gslin.org>
  *  George Reid <greid@ukug.uk.freebsd.org>
  *  Giuseppe Pilichi aka Jacula Modyun <jacula@gmail.com>
  *  Greg Larkin <glarkin@FreeBSD.org>
  *  Guangyuan Yang <ygy@FreeBSD.org>
  *  Gustau Perez i Querol <gustau.perez@gmail.com>
  *  Heinz Tschabitscher
  *  Horia Racoviceanu <horia@racoviceanu.com>
  *  Hye-Shik Chang <perky@fallin.lv>
  *  Iblis Lin <iblis@hs.ntnu.edu.tw>
  *  Issei Suzuki <issei@jp.FreeBSD.ORG>
  *  Janni
  *  Jason Harris <jharris@widomaker.com>
  *  Javad Kouhi <javad.kouhi@gmail.com>
  *  Jean-Yves Lefort <jylefort@FreeBSD.org>
  *  Jin-Shan Tseng <tjs@cdpa.nsysu.edu.tw>
  *  Joe Marcus Clarke <marcus@FreeBSD.org>
  *  Johannes Dieterich <dieterich@ogolem.org>
  *  Johannes M Dieterich <jmd@FreeBSD.org>
  *  Johannes Meixner <johannes@perceivon.net>
  *  John Marino <marino@FreeBSD.org>
  *  Joseph Koshy <jkoshy@FreeBSD.org>
  *  Ju Pengfei <ju.pengfei@gmail.com>
  *  Jukka A. Ukkonen <jau@iki.fi>
  *  Kay Lehmann <kay_lehmann@web.de>
  *  Kevin Lo <kevlo@FreeBSD.org>
  *  Klaus T. Aehlig <aehlig@linta.de>
  *  Kubilay Kocak <koobs@FreeBSD.org>
  *  Kurt Jaeger <fbsd-ports@opsec.eu>
  *  Lars Engels <lme@FreeBSD.org>
  *  Lars Koeller <Lars.Koeller@Uni-Bielefeld.DE>
  *  Lars Koeller <Lars.Koeller@Uni-Bielefeld.de>
  *  Li-Wen Hsu <lwhsu@FreeBSD.org>
  *  Li-Wen Hsu <lwhsu@lwhsu.org>
  *  M. L. Dodson, <bdodson@scms.utmb.edu>
  *  Maho Nakata <maho@FreeBSD.org>
  *  Mario S F Ferreira <lioux@FreeBSD.org>
  *  Mario S F Ferreira <lioux@linf.unb.br> et al.
  *  Mario Sergio Fujikawa Ferreira <lioux@FreeBSD.org>
  *  Mark Felder <feld@FreeBSD.org>
  *  Mark R V Murray <markm@FreeBSD.org>
  *  Martin Matuska <mm@FreeBSD.org>
  *  Matthew Seaman <matthew@FreeBSD.org>
  *  Maurice Castro <maurice@serc.rmit.edu.au>
  *  Maxim Sobolev <sobomax@FreeBSD.org>
  *  Maxime Henrion <mux@FreeBSD.org>
  *  Michael Haro <mharo@FreeBSD.org>
  *  Michael Johnson <ahze@FreeBSD.org>
  *  Michael Johnson <ahze@ahze.net>
  *  Michael Neumann <mneumann@ntecs.de>
  *  Muhammad Moinur Rahmanh <5u623l20@gmail.com>
  *  NAKATA Maho <chat95@mbox.kyoto-inet.or.jp>
  *  NAKATA, Maho <maho@FreeBSD.org>
  *  Nakata Maho <maho@FreeBSD.org>
  *  Nicola Vitale <nivit@email.it>
  *  Olivier Duchateau
  *  Pedro F. Giffuni
  *  Pedro F. Giffuni <giffunip@asme.org>
  *  Pedro Giffuni
  *  Pedro Giffuni <giffunip@asme.org>
  *  Pedro Giffuni <pfg@FreeBSD.org>
  *  Peter Pentchev <roam@FreeBSD.org>
  *  Philip Paeps <philip@FreeBSD.org>
  *  Pierre-Paul Lavoie <ppl@nbnet.nb.ca>
  *  Pietro Cerutti <gahr@FreeBSD.org>
  *  Piotr Rybicki <meritus@innervision.pl>
  *  Po-Chuan Hsieh <sunpoet@FreeBSD.org>
  *  Rainer Hurling <rhurlin@gwdg.de>
  *  Robert Jenssen
  *  Robin Schilham
  *  Rod Taylor <ports@rbt.ca>
  *  Roman Neuhauser <neuhauser@sigpipe.cz>
  *  Sander Vesik <sander@haldjas.folklore.ee>
  *  Scott Flatman <sf@dsinw.com>
  *  Seamus Venasse <svenasse@polaris.ca>
  *  Sergey A. Osokin <osa@FreeBSD.org>
  *  Sergey Akifyev <asa@agava.com>
  *  Sergey Akifyev <asa@gascom.ru>
  *  Sergey Skvortsov <skv@FreeBSD.org>
  *  Sergey Skvortsov <skv@protey.ru>
  *  Shell Hung <shell@shellhung.org>
  *  Shin-ya MURAKAMI <murashin@gfd-dennou.org>
  *  Stas Timokhin <devel@stasyan.com>
  *  Stefan A. Deutscher (sad@mailaps.org)
  *  Stefan Esser <se@StefanEsser.FreeBSD.org>
  *  Stephen Montgomery-Smith <stephen@FreeBSD.edu>
  *  Stephen Montgomery-Smith <stephen@FreeBSD.org>
  *  Stephen Montgomery-Smith <stephen@math.missouri.edu>
  *  Stephen Montgomery-Smith <stephen@missouri.edu>
  *  Steve Wills <steve@mouf.net>
  *  Steve Wills <swills@FreeBSD.org>
  *  Steven Kreuzer <skreuzer@FreeBSD.org>
  *  Steven Kreuzer <skreuzer@f2o.org>
  *  Sunpoet Po-Chuan Hsieh <sunpoet@FreeBSD.org>
  *  TAKATSU Tomonari <tota@FreeBSD.org>
  *  Thierry Thomas (<thierry@pompo.net>)
  *  Thierry Thomas <thierry@pompo.net>
  *  Thomas Gellekum <tg@FreeBSD.org>
  *  Thomas Sandford <freebsduser@paradisegreen.co.uk>
  *  Timothy Bourke <timbob@bigpond.com>
  *  Tony Maher
  *  Tz-Huan Huang <tzhuan@csie.org>
  *  Vsevolod Stakhov <vsevolod@FreeBSD.org>
  *  Vsevolod Stakhov <vsevolod@highsecure.ru>
  *  Waitman Gobble <waitman@waitman.net>
  *  Wen Heping <wen@FreeBSD.org>
  *  Wen Heping <wenheping@gmail.com>
  *  Will Andrews <andrews@technologist.com>
  *  Yi-Hsuan Hsin <mhsin@mhsin.org>
  *  Ying-Chieh Liao <ijliao@FreeBSD.org>
  *  Yinghong.Liu <relaxbsd@gmail.com>
  *  Yoshiaki UCHIKAWA <yoshiaki@kt.rim.or.jp>
  *  Yukihiro Nakai <Nakai@technologist.com>
  *  Yuri Victorovich <yuri@FreeBSD.org>
  *  Yuri Victorovich <yuri@rawbw.com>
  *  Yuri Victorovich <yuri@tsoft.com>
  *  Zhen REN <bg1tpt@gmail.com>
  *  amir.husaini@gmail.com
  *  arved
  *  asami
  *  b.f. <bf@FreeBSD.org>
  *  bart <lbartoletti@FreeBSD.org>
  *  bauerm
  *  bf <bf2006a@yahoo.com>
  *  bf <bf@FreeBSD.org>
  *  bf@FreeBSD.org
  *  bremner@unb.ca
  *  chinsan
  *  chuckr@FreeBSD.org
  *  dawe <daweonline@gmail.com>
  *  dbader@ece.unm.edu
  *  dd
  *  demon@FreeBSD.org
  *  dikshie
  *  eserte
  *  fenner
  *  gahr
  *  giffunip
  *  gmarco@giovannelli.it
  *  gurkan@phys.ethz.ch
  *  ijliao
  *  janek@gaja.ipan.lublin.pl
  *  jhs@berklix.com / asami (original)
  *  jmz
  *  js@jeannot.org
  *  keith@FreeBSD.org
  *  ljo
  *  mr
  *  nobu@rd.isac.co.jp
  *  pauls@utdallas.edu
  *  pusto@web.de
  *  reg@shale.csir.co.za
  *  rfarmer@predatorlabs.net
  *  stephen@FreeBSD.org
  *  thierry@pompo.net
  *  tobez
  *  will
  * # Created by Matthias Fechner <mfechner@FreeBSD.org>

With hat:	portmgr
f53eb28489
Po-Chuan Hsieh (sunpoet) · 0.8.28
math/py-hdbscan: Update to 0.8.28

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
39276eb46e
Po-Chuan Hsieh (sunpoet) · 0.8.27_1
math/py-hdbscan: Update USES=python

math/py-numpy requires Python 3.7+
6d3f83a654
Po-Chuan Hsieh (sunpoet) · 0.8.27_1
math/py-hdbscan: Cosmetic change
0684383d4a
Po-Chuan Hsieh (sunpoet) · 0.8.27_1
math/py-hdbscan: Strip shared library

- Bump PORTREVISION for package change
c763fb2398
Mathieu Arnold (mat) · 0.8.27
Remove # $FreeBSD$ from Makefiles.
305f148f48
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.27
Update to 0.8.27

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
7fbd05077a
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.26
Remove PYNUMPY
dfbdd28036
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.26
Update to 0.8.26

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
2c19c3d55f
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.25
Update to 0.8.25

Changes:	https://github.com/scikit-learn-contrib/hdbscan/releases
2641818e01
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.24
Update version requirement of RUN_DEPENDS
1a28f71ff2
Antoine Brodin (antoine) · 0.8.24
Unbreak bulk -a
fbeb2a4fcd
Sunpoet Po-Chuan Hsieh (sunpoet) · 0.8.24
Add py-hdbscan 0.8.24

HDBSCAN - Hierarchical Density-Based Spatial Clustering of Applications with
Noise. Performs DBSCAN over varying epsilon values and integrates the result to
find a clustering that gives the best stability over epsilon. This allows
HDBSCAN to find clusters of varying densities (unlike DBSCAN), and be more
robust to parameter selection.

In practice this means that HDBSCAN returns a good clustering straight away with
little or no parameter tuning -- and the primary parameter, minimum cluster
size, is intuitive and easy to select.

HDBSCAN is ideal for exploratory data analysis; it's a fast and robust algorithm
that you can trust to return meaningful clusters (if there are any).

WWW: https://github.com/scikit-learn-contrib/hdbscan
6272f4bbab