Port details
py-torchsde SDE solvers and stochastic adjoint sensitivity analysis in PyTorch
0.2.6_2 math Σ 0.2.6_1Version of this port present on the latest quarterly branch. Maintainer: yuri@FreeBSD.org Port Added: 2026-03-18 03:03:35Last Update: 2026-05-05 19:29:37Commit Hash: 2bf3834 Also Listed In: python License: APACHE20WWW: https://github.com/google-research/torchsde Description: # TorchSDE provides stochastic differential equation (SDE) solvers with GPU
support and efficient backpropagation in PyTorch.
Features:
- Multiple SDE solvers (Euler-Maruyama, Milstein, etc.)
- Efficient backpropagation through SDE solvers
- GPU acceleration
- Support for various noise types
- Latent SDE models for variational inference Manual pages: # FreshPorts has no man page information for this port.
pkg-plist: make generate-plist # There is no configure plist information for this port. USE_RC_SUBR (Service Scripts)
no SUBR information found for this port
Dependency lines :
${PYTHON_PKGNAMEPREFIX}torchsde>0:math/py-torchsde@${PY_FLAVOR} To install the port : # cd /usr/ports/math/py-torchsde/ && make install clean To add the package , run one of these commands: pkg install math/py-torchsde pkg install py311-torchsde py311-torchsde listed in the above command, you can pick from the names under the Packages section.PKGNAME: py311-torchsde Package flavors (<flavor>: <package> ) # distinfo: # TIMESTAMP = 1773765834
SHA256 (torchsde-0.2.6.tar.gz) = 81d074d3504f9d190f1694fb526395afbe4608ee43a88adb1262a639e5b4778b
SIZE (torchsde-0.2.6.tar.gz) = 48840
Packages (timestamps in pop-ups are UTC): #
Dependencies # NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered. Build dependencies: #
py311-setuptools>0 : devel/py-setuptools@py311 py311-wheel>0 : devel/py-wheel@py311 python3.11 : lang/python311 py311-build>=0 : devel/py-build@py311 py311-installer>=0 : devel/py-installer@py311
Test dependencies: #
python3.11 : lang/python311
Runtime dependencies: #
py311-numpy>=1.16 : math/py-numpy@py311 py311-pytorch>=1.6.0 : misc/py-pytorch@py311 py311-scipy>=1.5 : science/py-scipy@py311 py311-trampoline>=0.1.2 : devel/py-trampoline@py311 python3.11 : lang/python311
This port is required by: # for Run #
misc/comfyui Configuration Options : # No options to configure Options name : # math_py-torchsde USES: # python
pkg-message: # FreshPorts was unable to extract/find any pkg message Master Sites: #
Number of commits found: 5 #
Commit History - (may be incomplete: for full details, see links to repositories near top of page) Commit Credits Log message 0.2.6_2 Max Brazhnikov (makc) */*: bump PORTREVISION after switching to NumPy 2.x 0.2.6_1 Max Brazhnikov (makc) */*: Switch to NumPy 2.x
PR: 294328
Exp-run: antoine 0.2.6_1 Charlie Li (vishwin) python.mk: retire ${PYNUMPY}
With both math/py-numpy (2) and math/py-numpy1, the variable stopped
making sense. Also remove the upper version bound. 0.2.6_1 Charlie Li (vishwin) math/py-numpy: switch all consumers to math/py-numpy1
...and bump PORTREVISIONs of consumers with hard RUN_DEPENDS
PR: 281470 0.2.6 Yuri Victorovich (yuri) math/py-torchsde: New port: SDE solvers and stochastic adjoint sensitivity
analysis in PyTorch
Number of commits found: 5
