set the channel description: This channel is for machine learning (NOT AI)

Looking at releasing a prereelase ML toolkit for cfml (also as a lucee extension) Would anyone have interest in this? @zackster @seancorfield @modius

I'd be looking to potentially bundle: | Library | Focus | JVM Fit | Notes | |------------------|-------------------------------------|---------------|--------------------------------------------------------------| | Stanford CoreNLP | Sentiment, NER, parsing | ✅ Native | Deep NLP; REST or embedded mode | | Apache OpenNLP | Classification, POS, NER | ✅ Native | Lightweight, extendable; CFML-callable | | Deeplearning4j | Deep learning (CNN, RNN, LSTM) | ✅ Native | ONNX import, GPU optional; scoring models possible | | Smile | General ML (clustering, regression) | ✅ Native | Fast, compact; good for structured data | | Encog | SVMs, genetic algorithms | ✅ Native | Efficient and embeddable | | Mallet | NLP, topic modeling | ✅ Native | Text classification, tagging | | Java-ML | ML toolkit | ✅ Native | Simple API for fallback classifiers | | MOA | Streaming ML | ✅ Native | Ideal for high-throughput message triage | | TarsosDSP | Audio parsing | ✅ Native | Use if speech/text hybrid moderation is needed |

This would also require a whole new section in the admin for configuration(s) (one or multiple on same instance) along with this I'm looking at creating a workflow orchestration extension (think n8n baked into lucee) with visual workflows (that then tie into the ML toolkit)

i have multiple use cases, but looking to use it as a live chat pipeline also, along with moderation panel, so so the ml chain has to be super fast.

@dawesi I'd be very interested in this. I've been playing with Claude on some projects but have also been finding areas where we could create workflows/orchestration to codify some operations. Was also think about looking into n8n for accomplishing this. Would definitely be interested in anything you build and would offer to help anyway we can.