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May 13, 2020 - Go
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tensor-algebra
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Go scientific library for machine learning, linear algebra, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, graph, plotting, visualisation, tensors, eigenvalues, differential equations, more.
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eigenvectors
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hacktoberfest
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mkl
hacktoberfest2019
TensorLy: Tensor Learning in Python.
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tensorly
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Jul 11, 2020 - Python
abeakkas
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Jul 5, 2018
We should add a new argument type for buffers that are used as both input and output. Also documentation for buffer constructor needs to be updated. The code generator should also be modified.
In the CPU code generator that uses Halide there is not difference between input, output and input/output buffers. They are all treated in the same way, but for generating GPU code, we want to be able to
Tensor methods in Python with TensorLy
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Jul 10, 2020 - Jupyter Notebook
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
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geometric-algebra
clifford-algebras
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Jul 9, 2020 - Julia
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.
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Mar 5, 2020 - Python
Tangent bundle / vector space category and functors
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Jul 9, 2020 - Julia
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Jul 8, 2018 - Jupyter Notebook
Tensor algebra abstract type interoperability with vector bundle parameter
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abstraction-layer
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Automatic Differentiation for Tensor Algebras
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May 8, 2018 - F#
Haskell port of the Tensor Algebra COmpiler
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Nov 18, 2019 - Haskell
Operator algebras for mixed-symmetry multivariate differentiable tensor fields
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Mar 11, 2020 - Julia
Go scientific library for machine learning, linear algebra, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, graph, plotting, visualisation, tensors, eigenvalues, differential equations, more.
visualization
machine-learning
optimization
linear-algebra
sparse-systems
linear-programming
artificial-intelligence
scientific-computing
fast-fourier-transform
graph-theory
computational-geometry
plotting
differential-equations
eigenvectors
tensor-algebra
hacktoberfest
eigenvalues
parallel-computations
mkl
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May 13, 2020 - Go
Deep Learning Research Code Snippets
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Oct 6, 2017 - C
tensor-algebra - Some frequently required methods for the implementation of problems in the field of continuum mechanics, i.e. tensor algebra.
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Nov 25, 2018 - Fortran
HOTTBOX website
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Jan 31, 2020 - HTML
Tensor Decomposition Library
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Jan 18, 2020 - Python
a Mathematica package for index-free tensor algebra.
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Apr 28, 2018 - Mathematica
a tensor operations library (wip)
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Jun 28, 2020 - C
Modular tensor algebra library
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Jul 12, 2020 - C++
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We should have a lowering API that let's us specify which dimensions should be hard-coded in the emitted code. In the taco code generator tool (command-line/web) dimensions should not be hard-coded by default.
In the current C++ API, where an expression is with respect to specific tensors (with immutable dimensions) we should hard-code in all dimension sizes.
However, when we design an API t