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similarity

This document provides detailed information about all similarity scoring methods available in matchms.

  • Skills
  • Scientific
  • 0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/similarity && curl -fsSL https://doutorai.pt/data/lib/skills__similarity.md -o .claude/skills/similarity/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Matchms Similarity Functions Reference

This document provides detailed information about all similarity scoring methods available in matchms.

## Overview

Matchms provides multiple similarity functions for comparing mass spectra. Use `calculate_scores()` to compute pairwise similarities between reference and query spectra collections.

```python
from matchms import calculate_scores
from matchms.similarity import CosineGreedy

scores = calculate_scores(references=library_spectra,
                         queries=query_spectra,
                         similarity_function=CosineGreedy())
```

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