Sympytorch Alternatives

Similar projects and alternatives to sympytorch based on common topics and language

SymPy

34 12,403 10.0 Python sympytorch VS SymPy

A computer algebra system written in pure Python
pyccel

5 331 9.2 Python sympytorch VS pyccel

Python extension language using accelerators
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
handyderivatives

3 2 2.7 Python sympytorch VS handyderivatives

Calc. on the command line - with LaTeX output.
sympy2jax

1 308 4.4 Python sympytorch VS sympy2jax

Turn SymPy expressions into trainable JAX expressions.
primify

3 466 0.0 Python sympytorch VS primify

Embed any image into a prime number.
sympy2jax

1 42 10.0 Python sympytorch VS sympy2jax

Turning SymPy expressions into JAX functions (by MilesCranmer)
devito

2 520 9.8 Python sympytorch VS devito

DSL and compiler framework for automated finite-differences and stencil computation
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better sympytorch alternative or higher similarity.

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sympytorch reviews and mentions

Posts with mentions or reviews of sympytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-01.

Vectorization: Introduction
3 projects | news.ycombinator.com | 1 Jun 2023

https://en.wikipedia.org/wiki/Vectorization :
> Array programming, a style of computer programming where operations are applied to whole arrays instead of individual elements
> Automatic vectorization, a compiler optimization that transforms loops to vector operations
> Image tracing, the creation of vector from raster graphics
> Word embedding, mapping words to vectors, in natural language processing
> Vectorization (mathematics), a linear transformation which converts a matrix into a column vector
Vector (disambiguation) https://en.wikipedia.org/wiki/Vector
> Vector (mathematics and physics):
> Row and column vectors, single row or column matrices
> Vector space
> Vector field, a vector for each point
And then there are a number of CS usages of the word vector for 1D arrays.
Compute kernel: https://en.m.wikipedia.org/wiki/Compute_kernel
GPGPU > Vectorization, Stream Processing > Compute kernels: https://en.wikipedia.org/wiki/General-purpose_computing_on_g...
sympy.utilities.lambdify.lambdify() https://github.com/sympy/sympy/blob/a76b02fcd3a8b7f79b3a88df... :
> """Convert a SymPy expression into a function that allows for fast numeric evaluation [with the CPython math module, mpmath, NumPy, SciPy, CuPy, JAX, TensorFlow, SymPt, numexpr,]
pyorch lambdify PR, sympytorch: https://github.com/sympy/sympy/pull/20516#issuecomment-78428...
sympytorch: https://github.com/patrick-kidger/sympytorch :
> Turn SymPy expressions into PyTorch Modules.
> SymPy floats (optionally) become trainable parameters. SymPy symbols are inputs to the Module.
sympy2jax https://github.com/MilesCranmer/sympy2jax :
> Turn SymPy expressions into parametrized, differentiable, vectorizable, JAX functions.
> All SymPy floats become trainable input parameters. SymPy symbols become columns of a passed matrix.