smarty_pants VS tract

Compare smarty_pants vs tract and see what are their differences.

smarty_pants

A light wheight Neural Network library with a focus on ease of use and speed. (by Merlin1846)
Machinelearning neural-networks
Source Code
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tract

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract] (by snipsco)
Web programming Tensorflow Onnx neural-networks Artificial intelligence rust-library Rust

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smarty_pants tract
1 -
3 1,613
- -
0.0 10.0
about 2 years ago about 1 year ago
Rust Rust
MIT License GNU General Public License v3.0 or later
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.

smarty_pants

Posts with mentions or reviews of smarty_pants. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-03.
  • I wrote a Neural Network library.
    3 projects | /r/rust | 3 Mar 2022
    The idea is that you can simply use this crate with your project to easily train a neural network using your project. The library supports creating, training, parsing, and running. It may gain more functionality in the future. As it stands it's quite small and pretty fast with 5 NeuralNetworks taking nano-seconds to train 1000 generations in the example program. I've tried to make sure that it is "complete" and as such, I've documented nearly every function, method, and struct. I've also written an example project and tried to make it relatively easy to use.

tract

Posts with mentions or reviews of tract. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning tract yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing smarty_pants and tract you can also consider the following projects:

crates.io - The Rust package registry

burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn]

Seed - A Rust framework for creating web apps

zap

Rocket - A web framework for Rust.

smolrsrwkv - A relatively basic implementation of RWKV in Rust written by someone with very little math and ML knowledge. Supports 32, 8 and 4 bit evaluation. It can also directly load PyTorch RWKV models.

jsonschema - JSON Schema validation library

actix-web - Actix Web is a powerful, pragmatic, and extremely fast web framework for Rust.

rust-app-engine - App Engine Rust boilerplate

Tide - Fast and friendly HTTP server framework for async Rust

kubernetes-rust - Rust client for Kubernetes

steelix - Your one stop CLI for ONNX model analysis.

smarty_pants vs crates.io tract vs burn tract vs Seed tract vs zap tract vs Rocket tract vs smolrsrwkv tract vs jsonschema tract vs actix-web tract vs rust-app-engine tract vs Tide tract vs kubernetes-rust tract vs steelix