Top 23 spacy Open-Source Projects

• spaCy

  106 28,704 9.2 Python

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

  

Project mention: Step by step guide to create customized chatbot by using spaCy (Python NLP library) | dev.to | 2024-03-23

Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):

• rasa

  16 17,951 9.6 Python

  💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

  

Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06

Support Rasa on GitHub ⭐

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• neuralcoref

  6 2,799 0.0 C

  ✨Fast Coreference Resolution in spaCy with Neural Networks

  

• thinc

  4 2,789 7.6 Python

  🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

  

Project mention: JAX – NumPy on the CPU, GPU, and TPU, with great automatic differentiation | news.ycombinator.com | 2023-09-28

Agree, though I wouldn’t call PyTorch a drop-in for NumPy either. CuPy is the drop-in. Excepting some corner cases, you can use the same code for both. Thinc’s ops work with both NumPy and CuPy:

https://github.com/explosion/thinc/blob/master/thinc/backend...

• textacy

  1 2,173 6.1 Python

  NLP, before and after spaCy

  

• pytextrank

  2 2,098 5.9 Python

  Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

  

• Klayers

  4 1,965 8.0 Python

  Python Packages as AWS Lambda Layers

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• scispacy

  2 1,612 6.9 Python

  A full spaCy pipeline and models for scientific/biomedical documents.

  

• spacy-models

  3 1,508 9.2 Python

  💫 Models for the spaCy Natural Language Processing (NLP) library

  

• Dragonfire

  2 1,372 0.0 Python

  the open-source virtual assistant for Ubuntu based Linux distributions

  

• refinery

  20 1,360 4.6 Python

  The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

  

• projects

  6 1,246 4.7 Python

  🪐 End-to-end NLP workflows from prototype to production (by explosion)

  

• lambda-packs

  1 1,105 4.0 Python

  Precompiled packages for AWS Lambda

• spacy-llm

  4 925 9.1 Python

  🦙 Integrating LLMs into structured NLP pipelines

  

Project mention: Integrating LLMs into structured NLP pipelines | news.ycombinator.com | 2023-09-10

• skweak

  8 909 6.2 Python

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

  

• cltk

  1 818 7.9 Python

  The Classical Language Toolkit (by cltk)

  

• ner-annotator

  1 502 5.9 Vue

  Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

• subreddit-analyzer

  5 486 0.0 Python

  A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.

  

• medspacy

  2 477 8.3 Jupyter Notebook

  Library for clinical NLP with spaCy.

  

• medaCy

  1 412 0.0 Python

  :hospital: Medical Text Mining and Information Extraction with spaCy

  

• WordDumb

  15 332 8.8 Python

  A calibre plugin that generates Kindle Word Wise and X-Ray files for KFX, AZW3, MOBI and EPUB eBook.

Project mention: Create Kindle X-ray with calibre? | /r/Calibre | 2023-07-08

Manual here: https://xxyzz.github.io/WordDumb/

• zshot

  2 319 6.6 Python

  Zero and Few shot named entity & relationships recognition

  

Project mention: A transformer-based method for zero and few-shot biomedical NER | news.ycombinator.com | 2023-05-12

• summarizer

  4 267 0.0 Python

  A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.

  

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

spacy related posts

• Integrating LLMs into structured NLP pipelines
  1 project | news.ycombinator.com | 10 Sep 2023
• Advanced NLP with SpaCy
  1 project | news.ycombinator.com | 9 Sep 2023
• Spacy-LLM: Integrating LLMs into structured NLP pipelines
  1 project | news.ycombinator.com | 27 Jul 2023
• SQLite-ner: SQLite tool to extract entities into a new table using spaCy
  1 project | news.ycombinator.com | 6 Jul 2023
• GitHub - redraw/sqlite-ner: sqlite tool to extract entities into a new table using spaCy
  1 project | /r/sqlite | 6 Jul 2023
• Identify custom labels as well as existing labels with Spacy v3
  1 project | /r/LanguageTechnology | 12 Mar 2023
• Lambda with Python libraries
  1 project | /r/aws | 22 Jan 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 27 Apr 2024

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