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GitHub topics: tensor-algebra

chakravala/Cartan.jl

TensorField topology over FrameBundle ∇ with Grassmann.jl finite elements

Language: Julia - Size: 863 KB - Last synced at: about 10 hours ago - Pushed at: 4 days ago - Stars: 7 - Forks: 0

chakravala/AbstractTensors.jl

Tensor algebra abstract type interoperability setup

Language: Julia - Size: 106 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 43 - Forks: 5

kpeeters/cadabra2

A field-theory motivated approach to computer algebra.

Language: C++ - Size: 157 MB - Last synced at: about 22 hours ago - Pushed at: 5 days ago - Stars: 244 - Forks: 41

nirw4nna/dsc

Tensor library & inference framework for machine learning

Language: C++ - Size: 727 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 88 - Forks: 3

ggml-org/ggml

Tensor library for machine learning

Language: C++ - Size: 13.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 12,709 - Forks: 1,254

chakravala/Grassmann.jl

⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

Language: Julia - Size: 3.06 MB - Last synced at: 6 days ago - Pushed at: 14 days ago - Stars: 488 - Forks: 39

ValeevGroup/BTAS

Basic Tensor Algebra Subroutines

Language: C++ - Size: 2.15 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 48 - Forks: 20

spacetimeengineer/spacetimeengine

A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.

Language: Python - Size: 428 KB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 152 - Forks: 17

tensor-compiler/taco

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

Language: C++ - Size: 6.77 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 1,301 - Forks: 194

tensorly/tensorly

TensorLy: Tensor Learning in Python.

Language: Python - Size: 16.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1,609 - Forks: 292

bashar-tahir/PLAIN

Scalable Estimation Architecture for Integrated Sensing and Communication - PLAIN

Language: MATLAB - Size: 146 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

JeanKossaifi/tensorly-notebooks

Tensor methods in Python with TensorLy

Language: Jupyter Notebook - Size: 2.79 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 438 - Forks: 125

UriaMorP/mprod_package

Software implementation for tensor-tensor m-product

Language: Python - Size: 1.6 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 5

Tiramisu-Compiler/tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

Language: C++ - Size: 349 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 933 - Forks: 134

surban/TensorAlgDiff

Automatic Differentiation for Tensor Algebras

Language: F# - Size: 593 KB - Last synced at: 21 days ago - Pushed at: about 7 years ago - Stars: 28 - Forks: 3

Ruhaan838/AnyGrad

A Tensor module that allows a deep learning framework to switch seamlessly between different engines.

Language: C++ - Size: 386 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

chakravala/DirectSum.jl

Tangent bundle, vector space and Submanifold definition

Language: Julia - Size: 219 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 50 - Forks: 4

dmaivel/cugrad

An automatic differentiation library written in C++ and CUDA

Language: C++ - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 3

nthnn/c3e

C3E (Complex Compute Core Engine) is a framework, platform, library, and an engine for handling complex computational tasks involving matrices, vectors, and tensors.

Language: C - Size: 748 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

rjrosati/SymbolicTensors.jl

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

Language: Julia - Size: 49.8 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 5

chakravala/Grassmann.wl

⟨Leibniz-Grassmann-Clifford⟩ multilinear differential geometric algebra

Language: Mathematica - Size: 111 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 3

chakravala/Leibniz.jl

Tensor algebra utility library

Language: Julia - Size: 117 KB - Last synced at: 22 days ago - Pushed at: 9 months ago - Stars: 19 - Forks: 5

kalafus/MachineLearningCurves

MachineLearningCurves is a collection of abstract papers, insights, and research notes focusing on various topics in machine learning.

Size: 1.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

hottbox/hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

Language: Python - Size: 877 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 172 - Forks: 27

notjedi/ruml

[WIP] a tiny inference only tensor library.

Language: Rust - Size: 215 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

IsaiahBHilz/susypy

A symbolic algebra system for supersymmetry calculations.

Language: Python - Size: 349 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

MorcilloSanz/tensor

Tensor algebra library in a single header file in C11 for graphics programming, machine and deep learning and physics.

Language: C - Size: 108 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lekzzA/MachineLearning

This is regarding algebra in Machine Learning. TensorFlow, PyTorch and numpy will be utilized mostly.

Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hottbox/hottbox-tutorials

:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 12

dendisuhubdy/code-snippets

Deep Learning Research Code Snippets

Language: C - Size: 61.4 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

alejandrogallo/sisi4s

Massively parallel electronic structure code for experimentation

Language: C++ - Size: 47.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1

BPalhano/AICT

Here you can get some exercises and explanations about tensor algebra por digital signal processing.

Language: MATLAB - Size: 625 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

stone-zeng/notes-on-tensor

LaTeX documents for tensor analysis (Xie Xilin)

Language: TeX - Size: 11.3 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

CrystalPlasticityLab/solid-state-model Fork of yantsant/tensor

Framework provides abstractions for fast mathematical model implementation based on tensor-vector and array calculus

Language: C++ - Size: 235 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

CfKu/tensor-algebra

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

Language: Fortran - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

PierrickPochelu/OpticalNeuralNetworks

Simple optical neural network training/converting experiments based on numpy API

Language: Jupyter Notebook - Size: 515 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ocramz/taco-hs 📦

Haskell port of the Tensor Algebra COmpiler

Language: Haskell - Size: 198 KB - Last synced at: 6 days ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 1

mingkaic/cortenn 📦

Automatic differentiation library

Language: C++ - Size: 6.59 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

KennethBenicio/MSc-Multilinear-Algebra

Collection of basic and advanced Tensor Algebra operations using Matlab and Python.

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

danielakuinchtner/cp-mdp

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

Language: Python - Size: 463 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

mingkaic/tenncor

Modular tensor algebra library

Language: C++ - Size: 91 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
tensor-algebra 41 tensor 12 linear-algebra 11 machine-learning 8 automatic-differentiation 6 tensor-decomposition 5 tensor-factorization 5 math 5 computer-algebra 5 deep-learning 5 mathematics 5 python 4 tensors 4 manifolds 4 physics 4 topology 3 python3 3 applied-category-theory 3 lie-groups 3 pytorch 3 geometric-algebra 3 clifford-algebras 3 differential-geometry 3 compositionality 3 computational-geometry 3 tensor-algebra-compiler 2 quantum-computing 2 sparse 2 quaternion 2 multilinear-algebra 2 library 2 tensor-contraction 2 symbolic-computation 2 matrix 2 numpy 2 engine 2 tensor-methods 2 tensorflow 2 tensorly 2 autograd 2 deep-neural-networks 2 compiler 2 data-science 2 tensor-product 2 scientific-computing 2 matlab 2 complex-numbers 2 calculus 2 tensor-analysis 2 type-system 2 manifold 2 algebra 2 functor 2 large-language-models 2 discrete-exterior-calculus 2 riemannian-geometry 2 category-theory 2 science-research 2 symbolic-manipulation 2 sympy 2 weight-initialization 1 mp2 1 data 1 nwchem 1 quantum-chemistry 1 research-and-development 1 preprocessors 1 rpa 1 postprocessors 1 turbomole 1 papers 1 vasp 1 computational-topology 1 folding 1 tensor-library 1 scientific-research 1 supersymmetry 1 susypy 1 matrices 1 vectors 1 machinelearning 1 machinelearning-python 1 numpy-arrays 1 simd 1 tutorials 1 ccsd 1 ccsdt 1 machine-leraning 1 coupled-cluster 1 ctf 1 einstein-notation 1 eomcc 1 hartree-fock 1 toolbox 1 libint 1 khatri-rao 1 kronecker-product 1 least-squares 1 multilinear-svd 1 parafac 1