Rust Natural Language Processing

Open-source Rust projects categorized as Natural Language Processing Edit details
Related topics: #Rust #NLP #Python #Parsing #NodeJS

Top 6 Rust Natural Language Processing Projects

  • tokenizers

    💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

    Project mention: [D] SentencePiece, WordPiece, BPE... Which tokenizer is the best one? | reddit.com/r/MachineLearning | 2021-12-27

    SentencePiece -> implementation of some algorithms (there are several others, https://github.com/microsoft/BlingFire https://github.com/glample/fastBPE https://github.com/huggingface/tokenizers )

  • lingua-rs

    👄 The most accurate natural language detection library for Rust, suitable for long and short text alike

    Project mention: Whatlang 0.15.0 released (lightweight lib for language recognition) | reddit.com/r/rust | 2022-05-01

    How does it compare to lingua?

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • nlprule

    A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

    Project mention: Language Tool – open-source Grammarly Alternative | news.ycombinator.com | 2022-07-26

    check out nlprule, it's LanguageTool alternative written in Rust

    https://github.com/bminixhofer/nlprule

  • instant-segment

    Fast English word segmentation in Rust

  • dpar

    Neural network transition-based dependency parser (in Rust)

  • nlpo3

    Thai Natural Language Processing library in Rust, with Python and Node bindings.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-07-26.

Rust Natural Language Processing related posts

Index

What are some of the best open-source Natural Language Processing projects in Rust? This list will help you:

Project Stars
1 tokenizers 5,905
2 lingua-rs 546
3 nlprule 476
4 instant-segment 56
5 dpar 41
6 nlpo3 20
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