https://github.com/anandchowdhary/train-natural

📜 Train Natural (Node.js NLP) classifiers with local text files
https://github.com/anandchowdhary/train-natural

classification natural natural-language-processing nodejs typescript

Last synced: 4 days ago
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📜 Train Natural (Node.js NLP) classifiers with local text files

• Host: GitHub
• URL: https://github.com/anandchowdhary/train-natural
• Owner: AnandChowdhary
• License: mit
• Created: 2020-03-14T15:59:50.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2024-06-17T20:03:25.000Z (over 1 year ago)
• Last Synced: 2025-09-26T23:42:23.937Z (21 days ago)
• Topics: classification, natural, natural-language-processing, nodejs, typescript
• Language: TypeScript
• Homepage: https://anandchowdhary.github.io/train-natural/
• Size: 568 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 📜 Train Natural

Easily train classifiers from text files on your computer. Works with classifiers available in [Natural](https://github.com/NaturalNode/natural), a Node.js natural language facility library.

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## 💡 Usage

```bash

npm install train-natural

```

```ts

import { train } from "train-natural";

import { BayesClassifier } from "natural";

import { join } from "path";

const documents = join(__dirname, "training-data");

const classifier = new BayesClassifier();

await train(classifier, documents);

console.log(classifier.classify("example string"));

```

In the above example, a directory named `training-data` contains several folders, one for each label, in which each text file is used to train the classifier.

## 📄 License

[MIT](./LICENSE) © [Anand Chowdhary](https://anandchowdhary.com)