tensor-algebra

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tensorly / tensorly

TensorLy: Tensor Learning in Python.

python machine-learning mxnet tensorflow numpy regression pytorch decomposition tensor-factorization tensor tensor-algebra tensorly tensor-learning tensor-decomposition cupy tensor-methods jax tensor-regression

Updated Jan 25, 2023
Python

tensor-compiler / taco

Star

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

library code-generator linear-algebra sparse tensor tensor-algebra tensor-algebra-compiler

Updated Jan 20, 2023
C++

Tiramisu-Compiler / tiramisu

Star

A polyhedral compiler for expressing fast and portable data parallel algorithms

machine-learning library deep-neural-networks compiler optimization linear-algebra code-generation tensors tensor-algebra

Updated Jan 3, 2023
C++

JeanKossaifi / tensorly-notebooks

Star

Tensor methods in Python with TensorLy

deep-learning tensor-algebra tensorly tensor-methods

Updated May 31, 2021
Jupyter Notebook

chakravala / Grassmann.jl

Sponsor

Star

⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex

topology algebra math computer-algebra linear-algebra automatic-differentiation quantum-computing sparse quaternion complex-numbers computational-geometry differential-geometry tensor lie-groups tensor-algebra geometric-algebra clifford-algebras differentiable-programming

Updated Jan 18, 2023
Julia

hottbox / hottbox

Star

HOTTBOX: Higher Order Tensors ToolBOX.

data toolbox tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

Updated Jan 31, 2020
Python

spacetimeengineer / spacetimeengine

Star

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

Updated Apr 8, 2021
Python

chakravala / DirectSum.jl

Sponsor

Star

Tangent bundle / vector space category and functors

math linear-algebra category-theory differential-geometry tensors type-system manifold tensor-algebra abstract-algebra manifolds

Updated Oct 18, 2022
Julia

chakravala / AbstractTensors.jl

Sponsor

Star

Tensor algebra abstract type interoperability setup

math linear-algebra interoperability category-theory tensor type-system manifold tensor-algebra manifolds abstraction-layer

Updated Jan 17, 2022
Julia

ValeevGroup / BTAS

Star

Basic Tensor Algebra Subroutines

c-plus-plus tensor tensor-algebra

Updated Jan 26, 2023
C++

hottbox / hottbox-tutorials

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📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

tutorials tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

Updated Jun 21, 2022
Jupyter Notebook

rjrosati / SymbolicTensors.jl

Star

Manipulate tensors symbolically in Julia! Currently needs a SymPy dependency, but work is ongoing to change the backend to SymbolicUtils.jl

julia physics tensor-algebra symbolic-manipulation symbolic-computation symbolic-math

Updated Mar 4, 2021
Julia

surban / TensorAlgDiff

Star

Automatic Differentiation for Tensor Algebras

automatic-differentiation tensor tensor-algebra

Updated May 8, 2018
F#

chakravala / Leibniz.jl

Sponsor

Star

Tensor algebra utility library

calculus math derivation tensor-algebra laplacian

Updated Jan 17, 2023
Julia

ocramz / taco-hs

Sponsor

Star

Haskell port of the Tensor Algebra COmpiler

compiler matrix linear-algebra sparse-data compilers tensor domain-specific-language tensor-algebra multilinear-maps tensor-algebra-compiler

Updated Nov 18, 2019
Haskell

chakravala / Grassmann.wl

Sponsor

Star

⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex

Updated Dec 18, 2021
Mathematica

KennethBenicio / MSc-Multilinear-Algebra

Star

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

Updated Jul 14, 2022
Jupyter Notebook

alejandrogallo / sisi4s

Star

Massively parallel electronic structure code for experimentation

libint vasp nwchem quantum-chemistry ctf tensor-algebra mp2 hartree-fock einstein-notation turbomole rpa ccsd coupled-cluster ccsdt eomcc

Updated Nov 22, 2022
C++

CfKu / tensor-algebra

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tensor-algebra - Some frequently required methods for the implementation of problems in the field of continuum mechanics, i.e. tensor algebra.

fortran tensor-algebra continuum-mechanics

Updated Nov 6, 2022
Fortran

IsaiahBHilz / susypy

Star

A symbolic algebra system for supersymmetry calculations.

computer-algebra physics mathematics python3 tensor-algebra symbolic-computation scientific-research supersymmetry susypy

Updated Nov 28, 2022
Python

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