8 results found Sort:

dgasmith
opt_einsum dgasmith
67
817
mit
21
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
einsum python tensor contraction performance gpu-acceleration tensor-contraction
Created 2014-12-12
356 commits to master branch, last one about a month ago
romeric
Fastor romeric
68
717
mit
28
A lightweight high performance tensor algebra framework for modern C++
hpc fpga simd tensors small-blas tensor-contraction multidimensional-arrays
Created 2016-05-24
776 commits to master branch, last one 2 months ago
Jutho
TensorOperations.jl Jutho
55
434
other
20
Julia package for tensor contractions and related operations
tensor tensor-trace index-notation tensor-operations einstein-summation tensor-contraction tensor-permutation tensor-transposition
Created 2014-03-31
476 commits to master branch, last one 5 days ago
ROCm
Tensile ROCm
136
198
mit
55
Stretching GPU performance for GEMMs and tensor contractions.
amd dnn gpu hip blas gemm opencl python radeon tensors assembly auto-tuning gpu-computing neural-networks gpu-acceleration machine-learning tensor-contraction matrix-multiplication
Created 2015-11-05
5,439 commits to develop branch, last one 15 hours ago
jcmgray
cotengra jcmgray
32
172
apache-2.0
5
Hyper optimized contraction trees for large tensor networks and einsums
quimb einsum tensor opt-einsum tensor-network tensor-networks tensor-contraction
Created 2019-01-22
311 commits to main branch, last one about a month ago
spacetimeengineer
spacetimeengine spacetimeengineer
15
145
other
12
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
sympy gravity riemann einstein spacetime connection metric-theory research-tool tensor-algebra ricci-curvature computer-algebra science-research spacetime-toolkit gravity-simulation tensor-contraction riemannian-geometry einstein-coefficients einstein-field-equations
Created 2018-11-30
260 commits to master branch, last one about a year ago
tensorly
torch tensorly
18
70
bsd-3-clause
8
TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
tensor pytorch deep-learning factorized-cnns tensor-learning tensor-networks tensor-regression tensor-contraction factorized-networks tensorized-networks deep-neural-networks deep-tensor-learning factorized-convolution tensor-regression-layers tensor-convolution-networks
Created 2020-12-10
155 commits to main branch, last one 19 days ago
Einsums
Einsums Einsums
7
36
mit
5
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
cpp cpp20 einsum matrix tensor tensors dense-matrices linear-algebra matrix-library cp-decomposition tensor-contraction matrix-computations scientific-computing tensor-decomposition tucker-decomposition
Created 2022-01-12
497 commits to main branch, last one 18 days ago