IvanYashchuk

jax-fenics-adjoint

Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint

jax-fenics

Differentiable interface to FEniCS for JAX

fenics-pymc3

Differentiable interface to FEniCS for PyMC3

fecr

Easy interoperability with Automatic Differentiation libraries through NumPy interface to Firedrake and FEniCS

jax-firedrake

Differentiable interface to Firedrake for JAX

PyFenicsAD.jl

Automatic differentiation of FEniCS and Firedrake models in Julia

firedrake-ts

The firedrake-ts library provides an interface to PETSc TS for the scalable solution of DAEs arising from the discretization of time-dependent PDEs.

numpy-fenics-adjoint

Easy interoperability with Automatic Differentiation libraries through NumPy interface to FEniCS adjoint

firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

torchdynamo

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

builder

Continuous builder and binary build scripts for pytorch

conda-smithy

The tool for managing conda-forge feedstocks.

cudnn-feedstock

A conda-smithy repository for cudnn.

cupy

NumPy-like API accelerated with CUDA

functorch

functorch is JAX-like composable function transforms for PyTorch.

Fuser

A Fusion Code Generator for NVIDIA GPUs

Irksome

Solvers for Implicit Runge Kutta methods

ivanyashchuk.github.io

lightning-thunder

Source to source compiler for PyTorch. It makes PyTorch programs faster on single accelerators and distributed.

numpy

The fundamental package for scientific computing with Python.

pf-hub-benchmark3

Firedrake code for the https://pages.nist.gov/pfhub/benchmarks/benchmark3.ipynb/

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cpu-feedstock

A conda-smithy repository for pytorch-cpu.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

scipy-singledispatch

SciPy + functools.singledispatch

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan_cpp_rosenbrock

A demo on using Stan's MCMC without Stan-Math and Stan modelling language

xla

Enabling PyTorch on Google TPU

zlib-feedstock

A conda-smithy repository for zlib.