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Initial revisions of collected resources
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jonasbn committed Oct 25, 2024
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22 changes: 22 additions & 0 deletions ai/classification.md
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# Classification

Currently collection notes and material on classification.

## Naive Bayes

Most classification line Naive Bayes is not really AI, but probabilistic models, but it is a useful tool which can be used instead of AI to solve some types of problems.

Naive Bayes is very wellknown from spam filters.

### Perl

- [MetaCPAN: AI::Categorizer](https://metacpan.org/pod/AI::Categorizer#AI::Categorizer::Learner::NaiveBayes)
- [MetaCPAN: Data::Classifier::NaiveBayes](https://metacpan.org/pod/Data::Classifier::NaiveBayes)
- [MetaCPAN: Algorithm::NaiveBayes](https://metacpan.org/pod/Algorithm::NaiveBayes)
- [MetaCPAN: AI::Classifier::Text](https://metacpan.org/pod/AI::Classifier::Text)
- [MetaCPAN: AI::NaiveBayes::Learner](https://metacpan.org/pod/AI::NaiveBayes::Learner)
- [MetaCPAN: AI::NaiveBayes](https://metacpan.org/pod/AI::NaiveBayes)

## Resources and References

- [Geeksforgeeks: "Geeting Started with Classification](https://www.geeksforgeeks.org/getting-started-with-classification/)
15 changes: 15 additions & 0 deletions ai/nlp.md
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# NLP

Natural Language Processing (NLP).

Notes on NLP and collection of resources of NodeJS Natural.

## Resources and References

- [Blog Logrocket: Natural Language Processing in NodeJS](https://blog.logrocket.com/natural-language-processing-node-js/)
- [Blog Logrocket: Natural Language Processing in NodeJS (installation)](https://blog.logrocket.com/natural-language-processing-node-js/#installation)
- [Blog post by Chris Sumbel](https://chrisumbel.com/article/node_js_natural_language_porter_stemmer_lancaster_bayes_naive_metaphone_soundex/)
- [GitHub: Natural (NodeJS)](https://naturalnode.github.io/natural/)
- [Dzone: Using Natural NLP Module](https://dzone.com/articles/using-natural-nlp-module)
- [GitHub: NLP in JavaScript with Natural](https://github.com/handav/nlp-in-javascript-with-natural)
- [Egghead lessons_ "JavaScript Classify JSON test with matchine learning in Natural"](https://egghead.io/lessons/javascript-classify-json-text-data-with-machine-learning-in-natural)

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