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Search results for nlp spacy

437 search results found

Spacy ⭐ 27,244

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

Rasa ⭐ 17,046

💬 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

Attention Is All You Need Pytorch ⭐ 7,813

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Thinc ⭐ 2,753

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

Neuralcoref ⭐ 2,607

✨Fast Coreference Resolution in spaCy with Neural Networks

Spacy Course ⭐ 2,195

👩‍🏫 Advanced NLP with spaCy: A free online course

Textacy ⭐ 2,089

NLP, before and after spaCy

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Pytextrank ⭐ 2,044

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

Scispacy ⭐ 1,488

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

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Chinese Annotator ⭐ 1,408

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

Spacy Models ⭐ 1,403

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

Dragonfire ⭐ 1,294

the open-source virtual assistant for Ubuntu based Linux distributions

Spacy Transformers ⭐ 1,280

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Refinery ⭐ 1,257

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

Projects ⭐ 1,134

🪐 End-to-end NLP workflows from prototype to production

Text Analytics With Python ⭐ 1,073

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

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

The Classical Language Toolkit

Spacy Streamlit ⭐ 688

👑 spaCy building blocks and visualizers for Streamlit apps

Spacy Stanza ⭐ 677

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

A Japanese NLP Library using spaCy as framework based on Universal Dependencies

Self Attentive Parser ⭐ 666

High-accuracy NLP parser with models for 11 languages.

Spacy Llm ⭐ 598

🦙 Integrating LLMs into structured NLP pipelines

Catalyst ⭐ 581

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

Mordecai ⭐ 565

Full text geoparsing as a Python library

Nlp_quickbook ⭐ 549

NLP in Python with Deep Learning

Awesome Sentiment Analysis ⭐ 513

Repository with all what is necessary for sentiment analysis and related areas

Chinese_models_for_spacy ⭐ 498

SpaCy 中文模型 | Models for SpaCy that support Chinese

Mexican Government Report ⭐ 444

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

Prodigy Recipes ⭐ 437

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Subreddit Analyzer ⭐ 422

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

Medspacy ⭐ 407

Library for clinical NLP with spaCy.

Cookiecutter Spacy Fastapi ⭐ 370

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

Holmes Extractor ⭐ 370

Information extraction from English and German texts based on predicate logic

Contextualspellcheck ⭐ 362

✔️Contextual word checker for better suggestions

Question Generation ⭐ 305

Generating multiple choice questions from text using Machine Learning.

Displacy ⭐ 299

💥 displaCy.js: An open-source NLP visualiser for the modern web

Scenegraphparser ⭐ 299

A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).

Adam_qas ⭐ 298

ADAM - A Question Answering System. Inspired from IBM Watson

Textpipe ⭐ 290

Textpipe: clean and extract metadata from text

Chalk is a natural language processing library.

🏥 Medical Text Mining and Information Extraction with spaCy

Zero and Few shot named entity & relationships recognition

Negspacy ⭐ 257

spaCy pipeline object for negating concepts in text

Pytorch_graph Rel ⭐ 253

A PyTorch implementation of GraphRel

Spacy Api Docker ⭐ 246

spaCy REST API, wrapped in a Docker container.

Pycon Nlp In 10 Lines ⭐ 244

Repository for PyCon 2016 workshop Natural Language Processing in 10 Lines of Code

PYthon Automated Term Extraction

Summarizer ⭐ 236

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

R wrapper to spaCy NLP

Textdescriptives ⭐ 234

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

Spanmarkerner ⭐ 234

SpanMarker for Named Entity Recognition

Lemminflect ⭐ 226

A python module for English lemmatization and inflection.

Concise Concepts ⭐ 222

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

Spacy Services ⭐ 222

💫 REST microservices for various spaCy-related tasks

SpikeX - SpaCy Pipes for Knowledge Extraction

Fuzzy matching and more functionality for spaCy.

Conversational AI Platform to build effective Proactive Digital Assistants using Visual LLM Chaining

Numerizer ⭐ 202

A Python module to convert natural language numerics into ints and floats.

Cleannlp ⭐ 192

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

Spacy Lookup ⭐ 190

Named Entity Recognition based on dictionaries

Transition Amr Parser ⭐ 190

SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Spacy Nlp ⭐ 184

Expose Spacy nlp text parsing to Nodejs (and other languages) via socketIO

Displacy Ent ⭐ 184

💥 displaCy-ent.js: An open-source named entity visualiser for the modern web

Intro Spacy Nlp ⭐ 183

An introduction to using spaCy for NLP and machine learning

Jupyterlab Prodigy ⭐ 181

🧬 A JupyterLab extension for annotating data with Prodigy

Spacymoji ⭐ 175

💙 Emoji handling and meta data for spaCy with custom extension attributes

Awesome Hungarian Nlp ⭐ 169

A curated list of NLP resources for Hungarian

Spacy Clausie ⭐ 161

Implementation of the ClausIE information extraction system for python+spacy

Spacy Universal Sentence Encoder ⭐ 156

Google USE (Universal Sentence Encoder) for spaCy

Converse ⭐ 147

Conversational text Analysis using various NLP techniques

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

Huspacy ⭐ 139

HuSpaCy: industrial-strength Hungarian natural language processing

Tageditor ⭐ 139

🏖TagEditor - Annotation tool for spaCy

Augmenty ⭐ 139

Augmenty is an augmentation library based on spaCy for augmenting texts.

Spacy Udpipe ⭐ 129

Demo Spacy Text Processing ⭐ 129

Holmes Extractor ⭐ 128

Information extraction from English and German texts based on predicate logic

Ipymarkup ⭐ 126

NER, syntax markup visualizations

Spacy Dev Resources ⭐ 121

💫 Scripts, tools and resources for developing spaCy

Multilingual_ner ⭐ 120

Applying BERT to named entity recognition in English and Russian.

Lingfeat ⭐ 113

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

Presidio Research ⭐ 112

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

Spacyfishing ⭐ 110

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

Chinese_nlu_by_using_rasa_nlu ⭐ 106

使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)

Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.

Norwegian Nlp Resources ⭐ 103

Norwegian NLP Resources

Skillner ⭐ 101

A (smart) rule based NLP module to extract job skills from text

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Weak Supervision For Ner ⭐ 97

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

Spacy Js ⭐ 97

🎀 JavaScript API for spaCy with Python REST API

Spacy Cld ⭐ 92

Language detection extension for spaCy 2.0+

EDS-NLP provides a set of spaCy components to extract information from clinical notes written in French.

Spacy Lookups Data ⭐ 86

📂 Additional lookup tables and data resources for spaCy

Spacy Dbpedia Spotlight ⭐ 85

A spaCy wrapper for DBpedia Spotlight

Spacy Cpp ⭐ 83

C++ wrapper library for the NLP library spaCy

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

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