spaCy Ecosystem

pytextrank

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

rasa

💬 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

textacy

NLP, before and after spaCy

scispacy

A full spaCy pipeline and models for scientific/biomedical documents

refinery

The data scientist's open-source choice to scale, assess and maintain natural language data

skweak

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

neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

sampleproject

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

medspacy

Library for clinical NLP with spaCy

TextDescriptives

A Python library for calculating a large variety of metrics from text

zshot

Zero and Few shot named entity & relationships recognition

spaczz

Fuzzy matching and more functionality for spaCy

edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes

ner-annotator

Named Entity Recognition (NER) Annotation tool for SpaCy

Klayers

Python Packages as AWS Lambda Layers

SpanMarkerNER

SpanMarker for Named Entity Recognition

contextualSpellCheck

✔️Contextual word checker for better suggestions

cltk

The Classical Language Toolkit

cleanNLP

R package providing annotators and a normalized data model for natural language processing

DadmaTools

DadmaTools is a Persian NLP tools developed by Dadmatech Co

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

speliuk

A more accurate spelling correction for the Ukrainian language

Fake-News-Detection-V4-Gensim-GoogleNews300

Fake-News-Detection-V3-Word2Vec-Spacy

TFIDF-EmotionDetection

Lexicon-NLP-Lab

text_summarizer

zix_understandability-index

Get a pragmatic assessment how understandable a German text is

clause-segmenter

A clause segmenting tool utilising Python's SpaCy

nlp_data_visualization

This project provides Python scripts for analyzing and visualizing text data using efficient NLP methods

nlp-notebooks

This repository contains Jupyter notebooks on various NLP techniques, including text processing, classification, sentiment analysis, and topic modeling

Text-Summarization

Here are the two NLP models for text summarization: Abstractive NLP and Extractive NLP

tap-2024-spacy-llms

This is the repository for my 2024 Tap Institute Course on spaCy with LLMs

Intel_Sentiment_Analysis

Intel Review Analyzer is a powerful tool designed to help businesses understand customer sentiments through automated analysis of reviews

FineTune-Tiny-Llama

Fine-tuning the Tiny Llama model to mimic my professor's writing style using the Llama Factory

indonesian-ner-spacy

Fine-tuning SpaCy for Indonesian Named Entity Recognition (NER) with custom dataset

DeepLearningForCoders

Hey, this repo contains code from deep learning specialization by Andrew NG

spacy-ner-hf-space

A webapp built using Gradio for demonstrating the capabilities of the Spacy NER pipeline

context-game

A context word guessing game

Healthcare-Diagnosis-Chatbot-MS-Hackathon

Built a chatbot capable of diagnosing common medical conditions based on user symptoms input