Tue, 03 Nov 2026 03:53:59 UTC Log in
Efficiently computes derivatives of numpy code built by guoguo completed Thu, 29 Oct 2026 13:20:22 UTC

Description

Autograd can automatically differentiate native Python and Numpy code. It can handle a large subset of Python's features, including loops, ifs, recursion and closures, and it can even take derivatives of derivatives of derivatives. It supports reverse-mode differentiation (a.k.a. backpropagation), which means it can efficiently take gradients of scalar-valued functions with respect to array-valued arguments, as well as forward-mode differentiation, and the two can be composed arbitrarily. The main intended application of Autograd is gradient-based optimization.

RPMs

4 files, 2 arches
src
  • python-autograd-1.8.0-6.fc45.src.rpm 2.47 MB info · download
noarch
  • python-autograd-doc-1.8.0-6.fc45.noarch.rpm 2.35 MB info · download
  • python3-autograd-1.8.0-6.fc45.noarch.rpm 166.04 KB info · download
  • python3-autograd+scipy-1.8.0-6.fc45.noarch.rpm 8.71 KB info · download

Logs

noarch

Changelog

* Fri Sep 19 2025 Python Maint <python-maint@redhat.com> - 1.8.0-6
- Rebuilt for Python 3.14.0rc3 bytecode

* Fri Aug 15 2025 Python Maint <python-maint@redhat.com> - 1.8.0-5
- Rebuilt for Python 3.14.0rc2 bytecode

* Fri Jul 25 2025 Fedora Release Engineering <releng@fedoraproject.org> - 1.8.0-4
- Rebuilt for https://fedoraproject.org/wiki/Fedora_43_Mass_Rebuild

* Tue Jun 03 2025 Python Maint <python-maint@redhat.com> - 1.8.0-3
- Rebuilt for Python 3.14

* Sat May 24 2025 Sandro <devel@penguinpee.nl> - 1.8.0-1
- Update to 1.8.0 (RHBZ#2364087)
- Add 'scipy' extra
- Read dependencies from defined extras
- Add tutorial to docs

* Sat Jan 18 2025 Fedora Release Engineering <releng@fedoraproject.org> - 1.7.0-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_42_Mass_Rebuild

* Thu Sep 26 2024 Sandro <devel@penguinpee.nl> - 1.7.0-1
- Update to 1.7.0 (RHBZ#2307372)
- Drop patches (merged upstream)
- Use tag instead of commit (releases are tagged now)

* Fri Jul 19 2024 Fedora Release Engineering <releng@fedoraproject.org> - 1.6.2-10
- Rebuilt for https://fedoraproject.org/wiki/Fedora_41_Mass_Rebuild

* Sat Jun 08 2024 Python Maint <python-maint@redhat.com> - 1.6.2-9
- Rebuilt for Python 3.13

* Mon Apr 29 2024 Sandro <devel@penguinpee.nl> - 1.6.2-8
- Apply patches for Python 3.13 (RHBZ#2276611)
- Drop dependency on future
- Fix indentation in docstring

* Fri Jan 26 2024 Fedora Release Engineering <releng@fedoraproject.org> - 1.6.2-6
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Sun Jan 21 2024 Fedora Release Engineering <releng@fedoraproject.org> - 1.6.2-5
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Tue Jan 02 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 1.6.2-4
- Add missing license file

* Mon Nov 20 2023 Sandro <devel@penguinpee.nl> - 1.6.2-3
- Use user friendly package names

* Mon Nov 20 2023 Sandro <devel@penguinpee.nl> - 1.6.2-2
- Use forge macros