Tensor library for machine learning
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Updated
Nov 13, 2024 - C++
#
tensor-algebra
Here are 42 public repositories matching this topic...
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
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Nov 12, 2024 - Python
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
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Apr 14, 2024 - C++
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
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Oct 15, 2024 - C++
⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
topology
algebra
computer-algebra
linear-algebra
automatic-differentiation
simplicial-complexes
quantum-computing
quaternion
complex-numbers
computational-geometry
differential-geometry
tensor
geometry-processing
lie-groups
tensor-algebra
geometric-algebra
manifolds
clifford-algebras
discrete-exterior-calculus
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Oct 19, 2024 - Julia
Tensor methods in Python with TensorLy
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Feb 13, 2023 - Jupyter Notebook
A field-theory motivated approach to computer algebra.
cplusplus
computer-algebra
physics
mathematics
python3
tensors
tensor-algebra
symbolic-manipulation
computer-algebra-system
science-research
cadabra2
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Nov 13, 2024 - C++
HOTTBOX: Higher Order Tensors ToolBOX.
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Jan 31, 2020 - 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
Tangent bundle, vector space and Submanifold definition
math
linear-algebra
functor
category-theory
tensors
type-system
manifold
tensor-algebra
abstract-algebra
manifolds
applied-category-theory
compositionality
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Oct 19, 2024 - Julia
Tensor algebra abstract type interoperability setup
math
linear-algebra
functor
category-theory
tensor
type-system
manifold
tensor-algebra
manifolds
applied-category-theory
compositionality
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Updated
Oct 18, 2024 - Julia
📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
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Jul 6, 2023 - Jupyter Notebook
Manipulate tensors symbolically in Julia! Currently needs a SymPy dependency, but work is ongoing to change the backend to SymbolicUtils.jl
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Apr 12, 2024 - Julia
Automatic Differentiation for Tensor Algebras
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May 8, 2018 - F#
Tensor algebra utility library
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Oct 2, 2024 - Julia
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
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Nov 18, 2019 - Haskell
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
Software implementation for tensor-tensor m-product
python
data-science
tca
linear-algebra
scientific-computing
pca
tensor-factorization
tensor
tensor-algebra
numerical-analysis
tensor-decomposition
spatio-temporal
time-series-analysis
multiway
tensor-product
tcam
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Updated
Dec 14, 2023 - Python
Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations
topology
calculus
computational-geometry
differential-geometry
curvature
tensor
lie-groups
tensor-algebra
general-relativity
hyperbolic-geometry
mesh-processing
geometric-algebra
manifolds
computational-topology
clifford-algebras
non-euclidean-geometry
riemannian-geometry
applied-category-theory
discrete-exterior-calculus
compositionality
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Updated
Sep 30, 2024 - Julia
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