PetiteProgrammer / TextSimilarity / 1.0.0
README.md
This algorithm will compare documents (can be any kind of document) and report which documents are the most similar.
Some examples this algorithm could be used for:
- Plagiarism detection (natural language, programming source, etc.)
- Removal of similar copies within some directory
- Analysis and clustering of documents.
Example
Input:
{
"files": [
["doc1", "this is an example input"],
["doc2", "this is another example input"],
["doc3", "the third document is not like the others"]
]
}
Output:
[
[0.6825611979794738, "doc1", "doc2"],
[0.1303428532021814, "doc2", "doc3"],
[0.05714684431258296, "doc1", "doc3"]
]
Input
argument type description files [[String, String]] list of document id's and document content num_results Int (optional) number of results, default = 100 (less if less document pairs can be computed)
Output
[[Float, String, String]]: Similarity value, document id 1, document id 2.
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