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Diffstat (limited to 'gnu/packages/python-science.scm')
| -rw-r--r-- | gnu/packages/python-science.scm | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/gnu/packages/python-science.scm b/gnu/packages/python-science.scm index 72917d7e28..dda8e44954 100644 --- a/gnu/packages/python-science.scm +++ b/gnu/packages/python-science.scm @@ -174,6 +174,39 @@ scientific codes by steering the implementation towards usability and maintainability.") (license license:bsd-3))) +(define-public python-algopy + (package + (name "python-algopy") + (version "0.6.0") ; the higher versions requir NumPy 2+ stack + (source + (origin + (method url-fetch) + (uri (pypi-uri "algopy" version)) + (sha256 + (base32 "1vjrzzxa3gvyh2zvm1vwg0s6a7dv23rihgdvgyj1vqniyymp91nq")))) + (build-system pyproject-build-system) + (native-inputs + (list python-pytest + python-setuptools + python-wheel)) + (propagated-inputs + (list python-numpy + python-scipy)) + (home-page "https://pythonhosted.org/algopy") + (synopsis "Algorithmic Differentation in Python") + (description + "AlgoPy provides a functionality to differentiate functions implemented +as computer programs by using Algorithmic Differentiation (AD) techniques in +the forward and reverse mode. + +The forward mode propagates univariate Taylor polynomials of arbitrary order. +Hence it is also possible to use AlgoPy to evaluate higher-order derivative +tensors. The reverse mode is also known as backpropagation and can be found +in similar form in tools like PyTorch. Speciality of AlgoPy is the +possibility to differentiate functions that contain matrix functions as ++,-,*,/, dot, solve, qr, eigh, cholesky.") + (license license:bsd-3))) + (define-public python-cmocean (package (name "python-cmocean") |