gamma
Computational graphs with reverse automatic differentation in the GPU (by c0dearm)
rust
Rust language bindings for TensorFlow (by tensorflow)
| gamma | rust | |
|---|---|---|
| 8 | 9 | |
| 381 | 4,997 | |
| - | 0.9% | |
| 0.0 | 5.2 | |
| over 1 year ago | 5 months ago | |
| Rust | Rust | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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.
gamma
Posts with mentions or reviews of gamma.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-13.
-
Announcing dfdx - an deep learning library built with const generics
There's other differences in how nn layers are implemented if you compare the source of linear layers: https://github.com/coreylowman/dfdx/blob/main/src/nn/linear.rs vs https://github.com/c0dearm/mushin/blob/main/src/nn/layers/linear.rs
- Which areas in tech have the most job density using Rust?
- Mushin: Automatic Differentiation in the GPU with Rust
- Making a better Tensorflow thanks to strong typing
-
Using const generics to build neural networks
https://github.com/c0dearm/gamma/pull/1 first pr :)
- What’s everyone working on this week (14/2021)?
rust
Posts with mentions or reviews of rust.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-20.
-
Have you ever wanted a library to check for 69 in a string?
You can use Tensorflow for Rust to simplify that task and avoid pain with regex. Just have the right mindset.
- Rust vs cpp for a new engineer to autonomous vehicles and robotics
-
Making a better Tensorflow thanks to strong typing
What is the benefit of this compared to using bindings/a wrapper to Tensorflow, or other ML libraries written in C/C++, such as this community hosted project on tensorflow's github. If it's just for fun that is a valid enough reason imo, just curious since you describe it as a better Tensorflow because of the typing vs using the python wrapper, when there already exist ways to interact with tensorflow with both Rust and other statically typed languages, also including C++ (officially supported), C#, Haskell and Scala, as well as probably having bindings not mentioned on the documentation for more niche languages.
-
Integrating machine learning models into Rust applications?
(3) You could use TensorFlow as your executor: https://github.com/tensorflow/rust
-
Why Static Languages Suffer From Complexity
TensorFlow has language support for TypeScript well as Rust.
-
Is PyO3 library production ready?
Thank you for the restponse! With tensorflow I am probably better of with something like; [tensorflow rust bindings](https://github.com/tensorflow/rust/tree/master/src). But I believe some useful extensions are still written in python for example; [TFDV](https://github.com/tensorflow/data-validation).. and how about scikit-learn or even something that is simpler like fb-prophet that is entirely written in python?
-
How mature is the QT integration?
Tensorflow bindings exist, technically, but they're in a pretty rough state AFAIK.
- Feasibility of Using a Python Image Super Resolution Library in My Rust App
-
Rusticles #10 - Wed Sep 09 2020
tensorflow/rust (Rust): Rust language bindings for TensorFlow
What are some alternatives?
When comparing gamma and rust you can also consider the following projects:
robusta - Easy interop between Rust and Java
zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
Epic-Asset-Manager - A frontend to Assets purchased on Epic Games Store
leaf - Open Machine Intelligence Framework for Hackers. (GPU/CPU)
doc_panic_checker
anyhow - Flexible concrete Error type built on std::error::Error
neurotic - The compile-time feedforward neural network library that no one asked for
Rustup - The Rust toolchain installer
python-compiler - A compiler for a subset of Python using LLVM
rusty-machine - Machine Learning library for Rust
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
solana - Web-Scale Blockchain for fast, secure, scalable, decentralized apps and marketplaces.