tensor-algebra

There are 4 repositories under tensor-algebra topic.

ggerganov / ggml
Tensor library for machine learning
automatic-differentiation large-language-models machine-learning tensor-algebra
Language:C 9633
tensorly
tensorly / tensorly
TensorLy: Tensor Learning in Python.
machine-learning tensor decomposition tensor-algebra tensorly tensor-learning python tensor-methods pytorch mxnet jax tensorflow cupy numpy tensor-decomposition tensor-factorization tensor-regression regression
Language:Python 1494
tensor-compiler / taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
tensor tensor-algebra linear-algebra library code-generator sparse tensor-algebra-compiler
Language:C++ 1207
Tiramisu-Compiler / tiramisu
A polyhedral compiler for expressing fast and portable data parallel algorithms
compiler library optimization linear-algebra tensors deep-neural-networks machine-learning code-generation tensor-algebra
Language:C++ 893
Grassmann.jl
chakravala / Grassmann.jl
⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
geometric-algebra clifford-algebras lie-groups tensor-algebra automatic-differentiation complex-numbers tensor quaternion math computer-algebra differential-geometry linear-algebra topology quantum-computing computational-geometry algebra discrete-exterior-calculus simplicial-complexes manifolds
Language:Julia 449
JeanKossaifi / tensorly-notebooks
Tensor methods in Python with TensorLy
deep-learning tensor-algebra tensor-methods tensorly
Language:Jupyter Notebook 418
kpeeters / cadabra2
A field-theory motivated approach to computer algebra.
computer-algebra mathematics tensors physics science-research cplusplus python3 symbolic-manipulation cadabra2 computer-algebra-system tensor-algebra
Language:C++ 214
hottbox / hottbox
HOTTBOX: Higher Order Tensors ToolBOX.
toolbox tensor-decomposition tensor-factorization tensor-algebra tensor-analysis data
Language:Python 170
spacetimeengineer / spacetimeengine
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
gravity gravity-simulation spacetime einstein-field-equations einstein-coefficients sympy ricci-curvature riemannian-geometry riemann connection metric-theory tensor-contraction tensor-algebra einstein computer-algebra science-research research-tool spacetime-toolkit
Language:Python 143
chakravala / DirectSum.jl
Tangent bundle, vector space and Submanifold definition
type-system abstract-algebra differential-geometry linear-algebra category-theory manifold manifolds tensor-algebra math tensors
Language:Julia 49
ValeevGroup / BTAS
Basic Tensor Algebra Subroutines
tensor c-plus-plus tensor-algebra
Language:C++ 43
chakravala / AbstractTensors.jl
Tensor algebra abstract type interoperability setup
tensor-algebra type-system tensor linear-algebra category-theory math manifold manifolds compositionality
Language:Julia 42
hottbox / hottbox-tutorials
:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
tensor-decomposition tensor-factorization tensor-algebra tensor-analysis tutorials
Language:Jupyter Notebook 37
rjrosati / SymbolicTensors.jl
Manipulate tensors symbolically in Julia! Currently needs a SymPy dependency, but work is ongoing to change the backend to SymbolicUtils.jl
julia physics symbolic-computation tensor-algebra symbolic-math symbolic-manipulation
Language:Julia 32
surban / TensorAlgDiff
Automatic Differentiation for Tensor Algebras
automatic-differentiation tensor tensor-algebra
Language:F# 27
chakravala / Leibniz.jl
Tensor algebra utility library
tensor-algebra laplacian derivation math calculus
Language:Julia 18
ocramz / taco-hs
Haskell port of the Tensor Algebra COmpiler
tensor-algebra-compiler tensor sparse-data linear-algebra multilinear-maps matrix compiler domain-specific-language compilers tensor-algebra
Language:Haskell 16
KennethBenicio / MSc-Multilinear-Algebra
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
folding khatri-rao kronecker-product least-squares matlab multilinear-algebra multilinear-svd parafac python tensor-algebra tensor-operations unfolding als alternating-least-squares cpd tensor-product mathematics tensor-contraction tensor-train
Language:Jupyter Notebook 13
UriaMorP / mprod_package
Software implementation for tensor-tensor m-product
tensor multiway tensor-product tensor-decomposition tensor-factorization tca tcam python numerical-analysis linear-algebra scientific-computing data-science time-series-analysis spatio-temporal pca tensor-algebra
Language:Python 11
CfKu / tensor-algebra
tensor-algebra - Some frequently required methods for the implementation of problems in the field of continuum mechanics, i.e. tensor algebra.
fortran continuum-mechanics tensor-algebra
Language:Fortran 6
chakravala / Grassmann.wl
⟨Leibniz-Grassmann-Clifford⟩ multilinear differential geometric algebra
geometric-algebra wolfram wolfram-language topology algebra computer-algebra linear-algebra automatic-differentiation quantum-computing sparse quaternion complex-numbers computational-geometry differential-geometry tensor lie-groups tensor-algebra clifford-algebras mathematica differentiable-programming
Language:Mathematica 5
alejandrogallo / sisi4s
Massively parallel electronic structure code for experimentation
coupled-cluster quantum-chemistry nwchem vasp ccsdt turbomole ccsd mp2 rpa hartree-fock eomcc libint ctf einstein-notation tensor-algebra
Language:C++ 4
IsaiahBHilz / susypy
A symbolic algebra system for supersymmetry calculations.
computer-algebra mathematics physics python3 scientific-research supersymmetry symbolic-computation tensor-algebra susypy
Language:Python 4
ahnorton / tpTensor
a Mathematica package for index-free tensor algebra.
mathematica tensor-algebra differential-geometry electrodynamics latex-editor computer-algebra
Language:Mathematica 3
chakravala / TensorFields.jl
TensorFields with product topology using Grassmann element parameters
applied-category-theory calculus compositionality differential-geometry discrete-exterior-calculus functor manifolds math scientific-computing tensor geometric-algebra clifford-algebras linear-algebra tensor-algebra topology sheaf-theory computational-geometry manifold
Language:Julia 3
TensoNent / tensonent
Tensor Decomposition Library
tensor machine-learning algorithms algebra matrix tensor-decomposition deep-learning tensor-algebra tensor-factorization python
Language:Python 3
dendisuhubdy / code-snippets
Deep Learning Research Code Snippets
scientific-computing deep-learning deep-neural-networks tensor-algebra
Language:C 2
CrystalPlasticityLab / solid-state-model
Framework provides abstractions for fast mathematical model implementation based on tensor-vector and array calculus
crystal-plasticity mathematical-modelling matrix-calculus mechanics state-variables tensor-algebra elasticity non-linear-model
Language:C++ 1
danielakuinchtner / cp-mdp
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
mdp markov-decision-processes candecomp-parafac parallel-factor-analysis canonical-polyadic tensor-decomposition tensor-factorization tensor factored-mdp tensor-algebra compact gridworld-environment gridworld multidimensional value-iteration policy-iteration cp-mdp cpmdp
Language:Python 1
hottbox / hottbox.github.io
HOTTBOX website
tensor-decomposition tensor-factorization tensor-algebra tensor-analysis
Language:HTML 1
mingkaic / cortenn
Automatic differentiation library
automatic-differentiation tensor-algebra
Language:C++ 1
MorcilloSanz / tensor
Tensor algebra library in a single header file in C11 for graphics programming, machine and deep learning and physics.
linear-algebra math matrices tensor-algebra tensors vectors multilinear-algebra physics deep-learning machine-learning
Language:C 1
PierrickPochelu / OpticalNeuralNetworks
Simple optical neural network training/converting experiments based on numpy API
neuromorphic-computing photonic-computing tensor-algebra
Language:Jupyter Notebook 1
stone-zeng / notes-on-tensor
LaTeX documents for tensor analysis (Xie Xilin)
mathematics tensor-algebra
Language:TeX 1
dmaivel / cugrad
An automatic differentiation library written in C++ and CUDA
autodiff autograd automatic-differentiation gradient gradients linear-algebra machine-learning neural-network tensor-algebra
Language:C++ 0
lekzzA / MachineLearning
This is regarding algebra in Machine Learning. TensorFlow, PyTorch and numpy will be utilized mostly.
machinelearning machinelearning-python numpy numpy-arrays pytorch tensor-algebra tensorflow
Language:Jupyter Notebook