New release on crates.io

[nishaq503]

Hello,

I have found this crate useful in some of my research work.
I noticed that the last commit to this crate is about a year old but has not yet been published to crates.io.
Are there any blockers to publishing this?
If so, I would be interested in helping clear them?
If not, could you please release a new version on crates.io?

Thank you!

[cmccomb]

I'm so glad you're getting some use out of it! Would you mind sharing a bit more about what you use it for?

Honestly, the biggest blocker has been a lack of time! I'll do a quick onceover and then push a new release to crates for you.

I would welcome your contributions to this project in the future. Here are a few things I've had in mind:

1. Hyperparameter Tuning - I've been keeping an eye on some of the work in Smartcore that is establishing hyperparameter tuning capabilities. Move to enum Kernels instead of Structs for hypertuning smartcorelib/smartcore#169
2. Jank elimination - The current implementation is straight up bad (for some of the same reasons mentioned in that PR) and relies on serializing/deserializing models frequently. I'd love to find a better approach to that as well.

[nishaq503]

I'm using this crate for research in anomaly detection (repo). We had a python implementation some time ago and wanted to migrate to Rust.

In very broad strokes, we have a clustering algorithm and we train ML models on geometric properties of the clusters to select those clusters which would build a neighborhood graph which provides the best anomaly classification from a suite of anomaly detection algorithms.

I have forked this repo and will first take a look at jank elimination, before moving on to hyperparameter tuning.