Tullio.jl
cadabra2
Tullio.jl | cadabra2 | |
---|---|---|
4 | 2 | |
585 | 215 | |
- | - | |
5.2 | 8.0 | |
5 months ago | 10 days ago | |
Julia | C++ | |
MIT License | GNU General Public License v3.0 only |
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Tullio.jl
- A basic introduction to NumPy's einsum
- Generic GPU Kernels
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Julia: Faster than Fortran, cleaner than Numpy
Julia ships with OpenBLAS, in some cases there are pure-Julia "blas-like" routine that can be as fast:
https://github.com/mcabbott/Tullio.jl
cadabra2
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A basic introduction to NumPy's einsum
If you're into tensor algebra i can only recommend the beautiful piece of Software Cadabra is:
https://cadabra.science/
We wrote an article with it once, 40th order in the Lagrangian, perhaps 50k pages of calculations when all printed. Amazing tool! Thanks Kasper!
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Help with compiling Cadabra2 on Fedora
Before these suggestions come up, let me note that I did submit a bug report about a month ago, which was so far unaddressed by the developer. If I can't get it to work here, I also plan to email the developer directly since he said
What are some alternatives?
Zygote.jl - 21st century AD
fricas - Official repository of the FriCAS computer algebra system
CUDA.jl - CUDA programming in Julia.
array - C++ multidimensional arrays in the spirit of the STL
ForwardDiff.jl - Forward Mode Automatic Differentiation for Julia
OpenGL-Particle-Motion - This project simulates the motion of electrons and protons using Coulomb's Law. The simulation is visually represented on-screen using OpenGL.
TensorOperations.jl - Julia package for tensor contractions and related operations
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
JuliaInterpreter.jl - Interpreter for Julia code
julia - Simple fractal drawing software
futhark - :boom::computer::boom: A data-parallel functional programming language
einshape