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AtlasML: Add similarity measurement methods #43

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What?

Implements 3 different similarity measuring methods in a modular sense. They will be used depending on their

Why?

Design and implement a system to find contextual similarities between texts.
Find out which approach is the best working solution for AtlasML.

How?

Using Scipy framework we calculate the similarity value (in float) between two embedding's vector.

Affected Issues & Feature Proposal

Closes #42

Checklist

General

AtlasML - Machine Learning

  • I updated the machine learning documentation.

Testing

Testing Instructions

Requirements:

  • None

Steps:

  1. Run AtlasMl/atlasml/ml/SimilarityMeasurement/Cosine.py
  2. Run AtlasMl/atlasml/ml/SimilarityMeasurement/Euclidian.py
  3. Run AtlasMl/atlasml/ml/SimilarityMeasurement/Jaccard.py

Review Progress

Code Review
  • Code Review 1
  • Code Review 2
Manuel Test
  • Test 1
  • Test 2

@ardakaraman0 ardakaraman0 added the enhancement New feature or request label Feb 17, 2025
@ardakaraman0 ardakaraman0 added this to the 0.0.0 milestone Feb 17, 2025
@ardakaraman0 ardakaraman0 self-assigned this Feb 17, 2025
@ardakaraman0 ardakaraman0 force-pushed the feature/ML/similarity-measuring-methods branch from bb184d0 to cb456c3 Compare February 19, 2025 09:34
Base automatically changed from feature/ML/initial-embedding-model to main February 19, 2025 09:35
@MaximilianAnzinger MaximilianAnzinger changed the title AtlasML: Add similarity measurement methods AtlasML: Add similarity measurement methods Feb 19, 2025
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AtlasML: Add similarity measurement methods
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