tensor-algebra

Here are 25 public repositories matching this topic...

tensorly / tensorly

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TensorLy: Tensor Learning in Python.

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

Updated Jul 23, 2021
Python

tensor-compiler / taco

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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 Jul 22, 2021
C++

Tiramisu-Compiler / tiramisu

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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 May 8, 2021
C++

JeanKossaifi / tensorly-notebooks

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Tensor methods in Python with TensorLy

deep-learning tensor-algebra tensorly tensor-methods

Updated May 31, 2021
Jupyter Notebook

chakravala / Grassmann.jl

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⟨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 Jun 6, 2021
Julia

hottbox / hottbox

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HOTTBOX: Higher Order Tensors ToolBOX.

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

Updated Jan 31, 2020
Python

spacetimeengineer / spacetimeengine

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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

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Tangent bundle / vector space category and functors

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

Updated May 2, 2021
Julia

hottbox / hottbox-tutorials

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📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

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

Updated Jul 8, 2018
Jupyter Notebook

ValeevGroup / BTAS

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Basic Tensor Algebra Subroutines

c-plus-plus tensor tensor-algebra

Updated Jul 21, 2021
C++

chakravala / AbstractTensors.jl

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Tensor algebra abstract type interoperability setup

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

Updated Jan 9, 2021
Julia

surban / TensorAlgDiff

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Automatic Differentiation for Tensor Algebras

automatic-differentiation tensor tensor-algebra

Updated May 8, 2018
F#

rjrosati / SymbolicTensors.jl

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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

ocramz / taco-hs

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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 / Leibniz.jl

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Tensor algebra utility library

calculus math derivation tensor-algebra laplacian

Updated Apr 16, 2021
Julia

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 25, 2018
Fortran

TensoNent / tensonent

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Tensor Decomposition Library

python machine-learning deep-learning algebra algorithms matrix tensor-factorization tensor tensor-algebra tensor-decomposition

Updated Jan 18, 2020
Python

dendisuhubdy / code-snippets

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Deep Learning Research Code Snippets

deep-neural-networks deep-learning scientific-computing tensor-algebra

Updated Oct 6, 2017
C

mingkaic / cortenn

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Automatic differentiation library

automatic-differentiation tensor-algebra

Updated Jun 28, 2019
C++

mingkaic / tenncor

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Modular tensor algebra library

linear-algebra matrix-multiplication tensor-algebra

Updated Mar 18, 2021
C++

hottbox / hottbox.github.io

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HOTTBOX website

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

Updated Jan 31, 2020
HTML

ahnorton / tpTensor

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a Mathematica package for index-free tensor algebra.

computer-algebra mathematica differential-geometry tensor-algebra electrodynamics latex-editor

Updated Apr 28, 2018
Mathematica

redwrasse / tensorlib

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tensor and differential geometry operations

tensor manifold tensor-algebra determinant grassmann-algebras

Updated May 23, 2021
C

stone-zeng / notes-on-tensor

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LaTeX documents for tensor analysis (Xie Xilin)

mathematics tensor-algebra

Updated Oct 9, 2018
TeX

danielakuinchtner / cp-mdp

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A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.

mdp tensor-factorization tensor gridworld markov-decision-processes tensor-algebra compact tensor-decomposition policy-iteration value-iteration multidimensional gridworld-environment parallel-factor-analysis candecomp-parafac canonical-polyadic factored-mdp

Updated Mar 2, 2021
Python

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