39 releases (2 stable)

1.0.1 Jul 14, 2023
1.0.0 Oct 14, 2022
0.9.2 May 19, 2022
0.9.1 Dec 18, 2021
0.0.2 Nov 25, 2016

#116 in Machine learning

38 downloads per month
Used in 3 crates

MIT/Apache

105KB
2K SLoC

A unofficial, incomplete bigml client for Rust

Documentation

An interface to the BigML machine learning API, written in Rust. We use this at Faraday, so it's pretty reliable for what it does. But it omits many features that we don't need to access from Rust. In particular, we focus first on supporting WhizzML scripts, and many other parts of the API are much less complete.

What works:

  • Fetching information about many different kinds of resources.
  • Creating a few kinds of resources.
  • Updating selected properties of a few kinds of resources.
  • Uploading sources that are small enough to fit in memory.
  • Executing scripts and getting the output values.

It's pretty easy to add new types and fields. See src/resources for existing examples.

Maintenance status

This project has been moved to the "back burner." Issues that affect Faraday or dbcrossbar will still be addressed. No guarantees about anything else. Please contact the authors if you want to make heavy use of BigML from Rust.

The wait and retry logic may be spun out into a separate crate at some point.

Dependencies

~8–23MB
~329K SLoC