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Diffstat (limited to 'gnu/packages/machine-learning.scm')
| -rw-r--r-- | gnu/packages/machine-learning.scm | 89 |
1 files changed, 89 insertions, 0 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index b4651c80e5..1616738399 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -21,6 +21,7 @@ ;;; 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> ;;; ;;; This file is part of GNU Guix. ;;; @@ -812,6 +813,94 @@ SentencePiece allows us to make a purely end-to-end system that does not depend on language-specific pre- or post-processing.") (license license:asl2.0))) +(define-public python-hopcroftkarp + ;; This commit fixes a broken import, but has not been released to PyPI. + (let ((commit "2846e1dd3265d95d2bddb0cf4190b830cbb4efe6") + (revision "1")) + (package + (name "python-hopcroftkarp") + (version (git-version "1.2.5" revision commit)) + (source + (origin + (method git-fetch) + (uri (git-reference + (url "https://github.com/sofiatolaosebikan/hopcroftkarp") + (commit commit))) + (file-name (git-file-name name version)) + (sha256 + (base32 "018ilrp41fcclmb5lsml3aijwbmhbq3m7wy65hr1fryj0avic8fr")))) + (build-system pyproject-build-system) + (home-page "https://github.com/sofiatolaosebikan/hopcroftkarp") + (synopsis "Implementation of the Hopcroft-Karp algorithm") + (description + "This package implements the Hopcroft-Karp algorithm, producing a maximum +cardinality matching from a bipartite graph.") + (license license:gpl3)))) + +(define-public python-persim + (package + (name "python-persim") + (version "0.3.2") + (source + (origin + (method url-fetch) + (uri (pypi-uri "persim" version)) + (sha256 + (base32 "0q8wfakx8q4h3ryvw8cba0v6z7xn9139qkrzs3mi1ggyzacnx9d7")))) + (build-system pyproject-build-system) + (propagated-inputs (list python-deprecated + python-hopcroftkarp + python-joblib + python-matplotlib + python-numpy + python-scikit-learn + python-scipy)) + (native-inputs (list python-pytest python-pytest-cov)) + (home-page "https://persim.scikit-tda.org") + (synopsis "Tools for analyzing persistence diagrams in Python") + (description + "This package includes a variety of tools used to analyze persistence diagrams. +It currently houses implementations of +@itemize +@item Persistence images +@item Persistence landscapes +@item Bottleneck distance +@item Modified Gromov–Hausdorff distance +@item Sliced Wasserstein kernel +@item Heat kernel +@item Diagram plotting +@end itemize +") + (license license:expat))) ; MIT License + +(define-public python-ripser + (package + (name "python-ripser") + (version "0.6.4") + (source + (origin + (method url-fetch) + (uri (pypi-uri "ripser" version)) + (sha256 + (base32 "1575nwsn6b29z7w1mjk23ri83bxq2b4ld979hpgm174642a3x6vs")))) + (build-system pyproject-build-system) + (propagated-inputs (list python-numpy python-persim python-scikit-learn + python-scipy)) + (native-inputs (list python-cython python-pytest)) + (home-page "https://ripser.scikit-tda.org") + (synopsis "Persistent homology library for Python") + (description + "This package implements a variety of persistent homology algorithms. It +provides an interface for +@itemize +@item computing persistence cohomology of sparse and dense data sets +@item visualizing persistence diagrams +@item computing lowerstar filtrations on images +@item computing representative cochains +@end itemize +") + (license license:expat))) ; MIT License + (define-public python-sacrebleu (package (name "python-sacrebleu") |