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.
1 maintainer
Metadata
1 maintainer
Release files for swarmauri_embedding_nmf 0.7.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| swarmauri_embedding_nmf-0.7.5.tar.gz | 7.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| swarmauri_embedding_nmf-0.7.5-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 15.1 kB
Release files / swarmauri_embedding_nmf-0.7.5.tar.gz
| Download URL | swarmauri_embedding_nmf-0.7.5.tar.gz |
|---|---|
| Size | 7.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
f57c6e28a904731945844408210e8d36c317ee4110844f498e60682a788966fc
|
|
BLAKE2b-256 checksum How to use checksums |
40562ba180303029cfbb9e3092b15a13a96b2079f8d4a95cf7252feebfe41ef1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.7.7
|
Release files / swarmauri_embedding_nmf-0.7.5-py3-none-any.whl
| Download URL | swarmauri_embedding_nmf-0.7.5-py3-none-any.whl |
|---|---|
| Size | 8.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2f9ddcefd17cf93b4d11a34e299e1a6d69b2bb81752267939eb0dc0fb91c0285
|
|
BLAKE2b-256 checksum How to use checksums |
d7ee9b067bed53c7ca12fea05dc979b0dfd769da26bbe555b57f7eb8f276ec49
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.7.7
|
