Gpufit
GPU-accelerated Levenberg-Marquardt curve fitting in CUDA (by gpufit)
Emu
The write-once-run-anywhere GPGPU library for Rust (by calebwin)
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Gpufit
Posts with mentions or reviews of Gpufit.
We have used some of these posts to build our list of alternatives
and similar projects.
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Has anyone been able to get lmfit working with GPU/cuda, or know some other GPU based curve fitting library?
There's GPUFit, but it doesn't seem as easy an flexible, and it looks like I'll have to write all my own fitting models and then recompile, which, I'll do it if I have to, but I really prefer the flexibility that lmfit provides.
Emu
Posts with mentions or reviews of Emu.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-30.
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How to rent a powerful computer for one remote task, once?
I've just been running it using the CMD. Maybe I can improve it to use my GPU with this library, since it's in Rust.
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GPU computing on Apple Silicon
I also found the emu crate, which provides a CUDA-esque wrapper over wpgu. This seems pretty convenient.
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Getting started with Machine Learning for Rust
https://github.com/calebwin/emu is promising, and const generics just came out, we really need a legit differentiable programming solution, autograd https://crates.io/crates/autograd ?
What are some alternatives?
When comparing Gpufit and Emu you can also consider the following projects:
ceres-solver - A large scale non-linear optimization library
QuantMath - Financial maths library for risk-neutral pricing and risk
rust-gmp
nphysics - 2 and 3-dimensional rigid body physics engine for Rust.
arrayfire-rust - Rust wrapper for ArrayFire
collenchyma - Extendable HPC-Framework for CUDA, OpenCL and common CPU
rulinalg - A linear algebra library written in Rust
nalgebra - Linear algebra library for Rust.
iree - A retargetable MLIR-based machine learning compiler and runtime toolkit.
rust-opencl - OpenCL bindings for Rust.
ministark - 🏃♂️💨 GPU accelerated STARK prover built on @arkworks-rs
scirust - Scientific Computing Library in Rust