guix_mirror_bot pushed a commit to branch master
in repository guix.
commit 2cf90f24ecb024dc24dc6e55680170a1e8b7b730
Author: Sharlatan Hellseher <sharlata...@gmail.com>
AuthorDate: Sat May 10 22:39:26 2025 +0100
gnu: Add python-zeus-mcmc.
* gnu/packages/statistics.scm (python-zeus-mcmc): New variable.
Change-Id: Ibe7723ba4bbb301ef828744576508f0b0400f73f
Signed-off-by: Artyom V. Poptsov <poptsov.art...@gmail.com>
---
gnu/packages/statistics.scm | 41 +++++++++++++++++++++++++++++++++++++++++
1 file changed, 41 insertions(+)
diff --git a/gnu/packages/statistics.scm b/gnu/packages/statistics.scm
index b60fdbc841..0f9f25989c 100644
--- a/gnu/packages/statistics.scm
+++ b/gnu/packages/statistics.scm
@@ -1328,6 +1328,47 @@ independence and others)
@end itemize")
(license license:bsd-3)))
+(define-public python-zeus-mcmc
+ (package
+ (name "python-zeus-mcmc")
+ (version "2.5.4")
+ (source
+ (origin
+ (method git-fetch) ; no tests in PyPI
+ (uri (git-reference
+ (url "https://github.com/minaskar/zeus";)
+ (commit version)))
+ (file-name (git-file-name name version))
+ (sha256
+ (base32 "0sci442fx2bkkj8169hwnx6psl7m2r8y1cicn1xjxxgqaby5j8pi"))))
+ (build-system pyproject-build-system)
+ (native-inputs
+ (list python-pytest
+ python-setuptools
+ python-wheel))
+ (propagated-inputs
+ (list python-matplotlib
+ python-numpy
+ python-scikit-learn
+ python-scipy
+ python-seaborn
+ python-setuptools
+ python-tqdm))
+ (home-page "https://github.com/minaskar/zeus";)
+ (synopsis "Deep learning energy measurement and optimization framework")
+ (description
+ "This package provides an implementation of the Ensemble Slice Sampling
method.
+Features:
+@itemize
+@item fast & Robust Bayesian Inference
+@item efficient Markov Chain Monte Carlo (MCMC)
+@item black-box inference, no hand-tuning
+@item excellent performance in terms of autocorrelation time and convergence
rate
+@item scale to multiple CPUs without any extra effort
+@item automated Convergence diagnostics
+@end itemize")
+ (license license:asl2.0)))
+
(define-public r-rversions
(package
(name "r-rversions")
