Data Knot - Machine Learning tools for low latency real-time performance

Rodrigo's icon

So after quite a long time of development and documentation I am ready to release Data Knot v1.0 (formerly SP-Tools), a Max package of machine learning tools for low latency real-time performance. The package, along with a load of tutorial videos, will go live on the Max Package Manager next week on the 15th of October.

It’s a monumental update. The updated package is made up of 125 objects across 13 categories spanning low latency onset detection, onset-based and real-time descriptor analysis, classification and clustering, regression and prediction, corpus analysis and querying, synthesis and modeling, audio, data, and CV processing, and a slew of other abstractions that are optimized for low latency applications.

To celebrate the launch, I will be doing a livestream on YouTube at 8pm (GMT+1) / 3pm (EST). (livestream link, Discord event link)

Leading up to the launch I will be posting a couple of videos. The first is a mini teaser showing a bit of what’s in store with the second one being the full Performance and Musical Examples video.

Exit Only's icon

sounds great. looking forward to it!

Rodrigo's icon

Here's the full performance video:

Roman Thilenius's icon

first useful application of AI.

Kamal.h's icon

Hi Rodrigo

Thank you for the release of this very nice package

On several examples I have an error message on each triggered frame

fluid.list2buf: Internal buffer u242029699 not initialised and called on high-priority thread. Either initialise object with size, or call on main thread

Any idea how I can fix that ?

Rodrigo's icon

This seems to have been fixed with the v1.0.1 update that came out a couple days ago. Upgrade to that and let me know if that fixes it.

Kamal.h's icon

Fixed, thanks !

TConnors's icon

Bravo on this new Package!

TConnors's icon

I've spent a portion of my summer break learning the Data Knot package. Excellent ideas. @Rodrigo, you did a top-notch job preparing this package with the help files, tutorials and music examples. Thanks!

Rodrigo's icon

That's very kind to say!

Thanks :)

Marnie P's icon

Hello Rodrigo! Love this package and I'm very keen to use these tools but I have ran into issues as some of the objects aren't correctly loading the FluCoMa externals. For example, I get various error messages such as: "fluid.ampfeature~: could not load due to incorrect architecture". Any idea on how I problem solve this?

Additionally, I was wondering if you have an updated Discord server link? I'd love to join but the Discord link is expired.

Thank you!

Rodrigo's icon

That will be an issue with FluCoMa. Did you install it via the package manager?

The discord link for the data Knot server is: https://discord.gg/Vy2zuKQkqN