Top 23 Python nlp-library Projects

nlp-library

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1. transformers

   1 197 137,387 10.0 Python

   🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

   

   Project mention: How to Install Google PaliGemma 2 Locally? | dev.to | 2024-12-18

   pip install git+https://github.com/huggingface/transformers

2. SaaSHub

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3. spaCy

   2 108 30,646 9.1 Python

   💫 Industrial-strength Natural Language Processing (NLP) in Python

   

   Project mention: 350M Tokens Don't Lie: Love and Hate in Hacker News | news.ycombinator.com | 2024-08-13

   Is this just using LLM to be cool? How does pure LLM with simple "In the scale between 0-10"" stack up against traditional, battle-tested sentiment analysis tools?

   Gemini suggests NLTK and spaCy

   https://www.nltk.org/

   https://spacy.io/

4. OpenPrompt

   3 1 4,427 0.0 Python

   An Open-Source Framework for Prompt-Learning.

   

5. FARM

   4 3 1,744 0.0 Python

   :house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering. (by deepset-ai)

   

6. tika-python

   5 4 1,529 1.8 Python

   Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

7. contextualized-topic-models

   6 7 1,212 5.0 Python

   A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

   

8. pythainlp

   7 2 999 9.7 Python

   Thai natural language processing in Python

   

9. skweak

   8 8 922 6.2 Python

   skweak: A software toolkit for weak supervision applied to NLP tasks

   

10. DataDreamer

    9 5 894 7.1 Python

    DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

    

    Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

11. janome

    10 2 862 5.2 Python

    Japanese morphological analysis engine written in pure Python

12. OCTIS

    11 7 742 5.6 Python

    OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

    

13. camel_tools

    12 2 425 6.6 Python

    A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

    

14. zshot

    13 2 351 6.0 Python

    Zero and Few shot named entity & relationships recognition

    

15. mutate

    14 1 151 0.0 Python

    A library to synthesize text datasets using Large Language Models (LLM)

16. turkish-deasciifier

    15 1 146 1.8 Python

    Turkish deasciifier in Python based on Deniz Yüret's turkish-mode for Emacs

17. toiro

    16 1 120 2.8 Python

    A comparison tool of Japanese tokenizers

18. promptmage

    17 1 90 9.4 Python

    simplifies the process of creating and managing LLM workflows.

    Project mention: Show HN: PromptMage – Simplify and Manage Your LLM Workflows | news.ycombinator.com | 2024-08-28

    Hey, thanks for you interest in the project :)

    It includes a prompt library and a playground and works with every model backend you set up (I tested a lot with Ollama). You can see screenshots here: https://promptmage.io/getting-started/#flow-playground

    Promptmage is a python package meant to support building complex, multi-step llm workflows. Have a look at the examples here to get an idea: https://github.com/tsterbak/promptmage/tree/main/examples

19. NLP-Guide

    18 2 75 3.5 Python

    Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.

20. rakun2

    19 1 64 6.3 Python

    RaKUn 2.0 - A fast keyword detection algorithm

21. taxonomy4good

    20 3 29 8.3 Python

    Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.

    

22. Semi-Automated-Youtube-Channel

    21 2 16 7.6 Python

    Semi automated youtube channel that has a lot of cool features for someone to use in their content generating project

23. breame

    22 2 15 0.0 Python

    Lightweight utility tools for the detection of multiple spellings, meanings, and language-specific terminology in British and American English

24. MultiEL

    23 2 8 6.5 Python

    Multilingual Entity Linking model by BELA model

    

Python nlp-library related posts

• DataDreamer

  1 project | news.ycombinator.com | 11 Feb 2024

• [P] MultiEL: Multilingual Entity Linking model by BELA model

  1 project | /r/MachineLearning | 29 Jun 2023

• YouTube content creation assistant

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• Seeking your insights on "Loquax": A tool for phonological analysis

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• I used GPT-4 to create code that automates absolutely everything in creating YouTube Shorts, from voiceover to editing, even down to choosing the illustration images.

  3 projects | /r/ChatGPT | 27 May 2023

• [Arabic>latin transliteration] any apps for this?

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• [P] Programmatic: Powerful Weak Labeling

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• A note from our sponsor - SaaSHub
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