mirror of
https://git.in.rschanz.org/ryan77627/guix.git
synced 2024-12-24 05:18:07 -05:00
gnu: Add python-hdbscan.
* gnu/packages/machine-learning.scm (python-hdbscan): New variable. Co-authored-by: Sharlatan Hellseher <sharlatanus@gmail.com> Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com> Change-Id: I13a78dd795490e6d4a8486741e2d5281605b7bb9
This commit is contained in:
parent
cde0adaacd
commit
cdadef6409
1 changed files with 40 additions and 0 deletions
|
@ -18,10 +18,12 @@
|
|||
;;; Copyright © 2020, 2021, 2022, 2023, 2024 Vinicius Monego <monego@posteo.net>
|
||||
;;; Copyright © 2020, 2021, 2022, 2023 Maxim Cournoyer <maxim.cournoyer@gmail.com>
|
||||
;;; Copyright © 2022, 2023 Nicolas Graves <ngraves@ngraves.fr>
|
||||
;;; Copyright © 2022 Kiran Shila <me@kiranshila.com>
|
||||
;;; Copyright © 2023 zamfofex <zamfofex@twdb.moe>
|
||||
;;; Copyright © 2023 Navid Afkhami <navid.afkhami@mdc-berlin.de>
|
||||
;;; Copyright © 2023 Zheng Junjie <873216071@qq.com>
|
||||
;;; Copyright © 2023 Troy Figiel <troy@troyfigiel.com>
|
||||
;;; Copyright © 2024 Sharlatan Hellseher <sharlatanus@gmail.com>
|
||||
;;;
|
||||
;;; This file is part of GNU Guix.
|
||||
;;;
|
||||
|
@ -1834,6 +1836,44 @@ (define-public python-imbalanced-learn
|
|||
It is compatible with @code{scikit-learn}.")
|
||||
(license license:expat)))
|
||||
|
||||
(define-public python-hdbscan
|
||||
(package
|
||||
(name "python-hdbscan")
|
||||
(version "0.8.33")
|
||||
(source
|
||||
(origin
|
||||
(method url-fetch)
|
||||
(uri (pypi-uri "hdbscan" version))
|
||||
(sha256
|
||||
(base32 "03gr70ys1zrnp15pxzhichvrdj5bj88p6p5k0wj8vx251rgvryjp"))))
|
||||
(build-system pyproject-build-system)
|
||||
(arguments
|
||||
(list
|
||||
#:phases
|
||||
#~(modify-phases %standard-phases
|
||||
(add-before 'check 'build-extensions
|
||||
(lambda _
|
||||
(invoke "python" "setup.py" "build_ext" "--inplace"))))))
|
||||
(propagated-inputs (list python-joblib
|
||||
python-numpy
|
||||
python-scikit-learn
|
||||
python-scipy))
|
||||
(native-inputs (list python-cython
|
||||
python-nose
|
||||
python-pytest
|
||||
python-pandas
|
||||
python-networkx))
|
||||
(home-page "https://github.com/scikit-learn-contrib/hdbscan")
|
||||
(synopsis "High performance implementation of HDBSCAN clustering")
|
||||
(description "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. 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).")
|
||||
(license license:bsd-3)))
|
||||
|
||||
(define-public python-pynndescent
|
||||
(package
|
||||
(name "python-pynndescent")
|
||||
|
|
Loading…
Reference in a new issue