Tract Alternatives
Similar projects and alternatives to tract
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Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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MTuner
MTuner is a C/C++ memory profiler and memory leak finder for Windows, PlayStation 4 and 3, Android and other platforms
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tangram
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models.
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meta
🦀 GitHub Actions for Rust - recipes, discussions, questions and ideas (by actions-rs)
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simple-struct
Rust proc-macro that copies a struct definition as a simplified version.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better tract alternative or higher similarity.
Reviews and mentions
Posts with mentions or reviews of tract.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-27.
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Hey Rustaceans! Got an easy question? Ask here (39/2021)!
If you can convert your model to ONNX, tract can work. I have also made somewhat good experiences with the tch torch bindings crate, though that's certainly a large dependency. The benefit is (mostly) seamless integration of the model you can train in python, with all the awesome tooling you get.
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How far along is the ML ecosystem with Rust?
tract is an ONNX runner written purely in Rust which will work for most Neural Network inference use cases.
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Visual Search in Rust using Deep Learning models - new open source project
Some story about it is that at our company we create a recommendation engine in Rust and one of strategies is to perform visual search for similar products. I almost lost all hope and wanted to do it in Python, but after some research I found an excellent library supporting ONNX runtime https://github.com/sonos/tract. So we are still a Rust monolith :).
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Newbie Rustacean... I participated in a hackathon at work building demos for WASM/WASI, and I got my demo publicly featured today. It uses tract for an ML inference engine. Such an ace OSS project, and way before I learned of wasi-nn 💖
Yes, using tract, which is a pretty awesome project! Check that out. I just wrote this simplistic demo last year, to test the capabilities of a serverless compute platform — it's all compiled to WebAssembly, running on a server, no binary to download, subject to resource constraints etc (repo if you're curious). ML is not my focus at all, and next I explore it again, it will be in the context of wasi-nn.
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Running ML models in a game (and in Wasm!)
One of my colleague recently starred Tract github repository and got me wondering how easy it would be to use. I know how to create a ONNX model with PyTorch Lightning, or even that there are pretrained models available. Spoilers: it's very easy to integrate!
Stats
Basic tract repo stats
5
1,090
9.8
1 day ago
sonos/tract is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
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