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Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.

Text Similarity Analyzer

By: TIBCO Software, Inc. Latest Version: v1

Product Overview

This algorithm produces similarity scores for a document or a line of text compared to documents in a corpus. The algorithm includes a tf-idf text featurizer to create n-gram features describing the text. It then uses the library scipy.spatial.distance to compute the cosine distance between the new document and each one in the corpus based on all n-gram features in the texts. The similarity index is then computed as (1 - cosine_distance). You can use this algorithm to look for similar texts and detect plagiarism in documents.

Key Data

Version
By TIBCO Software, Inc.
Categories
Type Algorithm
Fulfillment Methods Amazon SageMaker

Usage Information

Fulfillment Methods

Amazon SageMaker

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AWS Infrastructure

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