⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
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Oct 1, 2024 - Python
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tensor-contraction
Here are 18 public repositories matching this topic...
A lightweight high performance tensor algebra framework for modern C++
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Apr 13, 2024 - C++
Julia package for tensor contractions and related operations
tensor tensor-contraction tensor-transposition tensor-operations tensor-permutation tensor-trace einstein-summation index-notation
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Dec 10, 2024 - Julia
Stretching GPU performance for GEMMs and tensor contractions.
python machine-learning amd gpu assembly opencl dnn matrix-multiplication neural-networks gpu-acceleration blas hip gpu-computing tensors tensor-contraction gemm radeon auto-tuning
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Dec 17, 2024 - Python
Hyper optimized contraction trees for large tensor networks and einsums
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Dec 10, 2024 - Python
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
computer-algebra spacetime gravity connection research-tool riemann sympy tensor-algebra tensor-contraction einstein science-research gravity-simulation riemannian-geometry ricci-curvature einstein-coefficients metric-theory einstein-field-equations spacetime-toolkit
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Mar 26, 2023 - Python
TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
deep-neural-networks deep-learning pytorch tensor tensor-contraction tensor-learning tensor-networks factorized-cnns tensor-convolution-networks tensor-regression deep-tensor-learning tensorized-networks factorized-convolution tensor-regression-layers factorized-networks
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Jun 9, 2024 - Python
Tensor Contraction C++ Library
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Aug 22, 2019 - C++
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
cpp matrix linear-algebra scientific-computing tensor tensors tensor-contraction tensor-decomposition matrix-library cp-decomposition matrix-computations cpp20 tucker-decomposition einsum dense-matrices
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Nov 13, 2024 - C++
Machine Intelligence Shader Autogen. AMDGPU ML shader code generator. (previously iGEMMgen)
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Sep 24, 2024 - Python
C++ Header-Only Library for High-Performance Tensor-Vector Multiplication
fast c-plus-plus high-performance arrays blas tensor tensor-contraction multidimensional tensor-library multilinear-algebra tensor-vector-multiplications tensor-times-vector tensor-vector-multiplication
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Dec 16, 2024 - C++
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
python matlab mathematics least-squares als cpd tensor-algebra tensor-contraction folding unfolding alternating-least-squares tensor-train kronecker-product parafac tensor-product multilinear-algebra tensor-operations khatri-rao multilinear-svd
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Jul 14, 2022 - Jupyter Notebook
einsum via batch matrix multiply
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Nov 29, 2023 - Python
Rust accelerated contraction ordering primitives for tensor networks and einsums
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Dec 9, 2024 - Rust
Strassen's Algorithm for Tensor Contraction
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Jul 7, 2017 - C
Julia wrapper for TBLIS with TensorOperations.jl
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Nov 18, 2024 - Julia
Transposition-free Complex Tensor Contractions
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Oct 15, 2023 - C++
Database approach for generating near-roofline Einstein Summation kernels.
python sql gpu opencl linear-algebra code-generation tensors multidimensional-arrays tensor-contraction einstein-summation
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Jul 30, 2023 - Python
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