arboreal VS carton

Compare arboreal vs carton and see what are their differences.

arboreal

pure Go library for gradient boosted decision trees (by stillmatic)

carton

Run any ML model from any programming language. (by VivekPanyam)
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arboreal carton
1 4
6 417
- -
1.0 8.4
4 days ago 3 months ago
Go 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.

arboreal

Posts with mentions or reviews of arboreal. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-27.
  • Show HN: Carton – Run any ML model from any programming language
    4 projects | news.ycombinator.com | 27 Sep 2023
    We used Triton Inference Server (with a Golang sidecar to translate requests) for model serving and a separate Go app that handled receiving the request, fetching features, sending to Triton, doing other stuff with the response, serving. This scaled to 100k QPS with pretty good performance but does require some hops.

    In general writing pure Go inference libraries sucks. Not easy to do array/vector manipulation, not easy to do SIMD/CUDA acceleration, cgo is not go, etc. I wrote a fast XGBoost library at least (https://github.com/stillmatic/arboreal) - it's on par with C implementations, but doing anything more complex is going to be tricky.

carton

Posts with mentions or reviews of carton. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-01.

What are some alternatives?

When comparing arboreal and carton you can also consider the following projects:

ivy - The Unified AI Framework

tfgo - Tensorflow + Go, the gopher way