edgeml
Machine learning (ML) inference on Fastly's Compute@Edge (by doramatadora)
modelbox
An extensible machine learning model store and model transformation and distribution service (by tensorland)
| edgeml | modelbox | |
|---|---|---|
| 1 | 1 | |
| 12 | 12 | |
| - | - | |
| 0.0 | 1.3 | |
| about 1 year ago | about 1 year ago | |
| Rust | Rust | |
| - | 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.
edgeml
Posts with mentions or reviews of edgeml.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-27.
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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.
modelbox
Posts with mentions or reviews of modelbox.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-22.
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Using Rust at a Startup: A Cautionary Tale
I am building modelbox right now - https://github.com/tensorland/modelbox I began building this in Rust while also learning the language. It became quickly very complex as I started introducing streams in async traits. I think in a few years things will get a lot better as more people use Rust for building web services, but I had to go back to Go to be more productive and ship this thing out. I loved how the compiler was forcing me to think harder about life times and such.
What are some alternatives?
When comparing edgeml and modelbox you can also consider the following projects:
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
bastionlab - A simple framework for privacy-friendly data science collaboration
atlas - Manage your database schema as code
too-many-lists - Learn Rust by writing Entirely Too Many linked lists