8 results found Sort:

dgasmith
opt_einsum dgasmith
72
898
mit
19
⚡️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
362 commits to main branch, last one about a month ago
romeric
Fastor romeric
76
781
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 about a year ago
Jutho
TensorOperations.jl Jutho
61
508
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
511 commits to master branch, last one 20 days ago
ROCm
Tensile ROCm
158
235
mit
56
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
5,579 commits to develop branch, last one 16 hours ago
jcmgray
cotengra jcmgray
34
203
apache-2.0
5
Hyper optimized contraction trees for large tensor networks and einsums
quimb einsum tensor opt-einsum tensor-network tensor-networks contraction-order tensor-contraction
Created 2019-01-22
389 commits to main branch, last one 12 hours ago
spacetimeengineer
spacetimeengine spacetimeengineer
17
151
other
11
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
264 commits to master branch, last one 6 days ago
tensorly
torch tensorly
18
77
bsd-3-clause
5
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 10 months ago
Einsums
Einsums Einsums
9
59
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
554 commits to main branch, last one 13 days ago