swarmauri_embedding_nmf 0.7.3

NMF Embedding for Swarmauri.

---

Swarmauri Embedding Nmf

A Non-negative Matrix Factorization (NMF) based embedding implementation for text data processing in the Swarmauri ecosystem.

Installation

pip install swarmauri_embedding_nmf

Usage

Here's a basic example of how to use the NMF Embedding:

from swarmauri.embeddings.NmfEmbedding import NmfEmbedding

# Initialize the embedder
embedder = NmfEmbedding(n_components=10)

# Example documents
documents = ["This is the first document", "This is the second document", "And this is the third one"]

# Fit and transform the documents
vectors = embedder.fit_transform(documents)

# Transform a new document
new_vector = embedder.infer_vector("This is a new document")

Want to help?

If you want to contribute to swarmauri-sdk, read up on our guidelines for contributing that will help you get started.