math/py-torchsde 0.2.6_2 FreeBSD

SDE solvers and stochastic adjoint sensitivity analysis in PyTorch

System: FreeBSD
Repository: FreeBSD ports
Maintainer: [email protected]
License: APACHE20
Categories: math, python
Package size: 90.7 KiB, 495.2 KiB installed

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

Install

Binary package:

pkg install py312-torchsde

From the ports tree:

cd /usr/ports/math/py-torchsde/ && make install clean

To depend on this port in another port's Makefile:

RUN_DEPENDS=	py312-torchsde>0:math/py-torchsde

Packages

The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.

Repository

aarch64

amd64

armv6

armv7

i386

FreeBSD:14:latest

0.2.6_2

FreeBSD:14:quarterly

0.2.6_2

n/a

FreeBSD:15:latest

0.2.6_2

n/a

FreeBSD:15:quarterly

0.2.6_2

n/a

FreeBSD:16:latest

0.2.6_2

n/a

FreeBSD:16:quarterly

n/a

Dependencies

As this port's Makefile names them.

Build 1

${PYTHON_PKGNAMEPREFIX}wheel>0 : devel/py-wheel

Runtime 4

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}pytorch>=1.6.0 : misc/py-pytorch
${PYTHON_PKGNAMEPREFIX}scipy>=1.5 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}trampoline>=0.1.2 : devel/py-trampoline

The full lists below include those, and their dependencies in turn.

Build dependencies 16

Run dependencies 204

The first 100 are listed.

Required by 1

misc/comfyui

Configuration

No options to configure.

USES: python
Service scripts: none

Files

distinfo 1

File

Size

SHA256

torchsde-0.2.6.tar.gz

48840

81d074d3504f9d190f1694fb526395afbe4608ee43a88adb1262a639e5b4778b

Master sites 1

PYPI

Commit history 0

No commits in the history this site was built from.