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.

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python Jupyter Notebook nlp natural-language-processing privacy deep-learning spacy named-entity-recognition ner flair pii

spacy-universal-sentence-encoder

Google USE (Universal Sentence Encoder) for spaCy

✭ 102

python shell Dockerfile nlp models use spacy tensorflow-hub

turing

✨ 🧬 Turing AI - Semantic Navigation, Chatbot using Search Engine and Many NLP Vendors.

✭ 30

java HTML typescript PHP shell CSS nlp machine-learning natural-language-processing solr chatbot artificial-intelligence spacy opennlp semantic-search corenlp opentext-content-analytics spacy-nlp viglet-turing

spacy-fastlang

Language detection using Spacy and Fasttext

✭ 34

python language-detection spacy fasttext fasttext-python spacy-extensions

TRUNAJOD2.0

An easy-to-use library to extract indices from texts.

✭ 18

python TeX natural-language-processing text-mining text-analysis spacy text-processing coherence entity-graph ttr readability-metrics cohesion type-token-ratio lexical-diversity spacy-extensions semantic-measurements

contextualSpellCheck

✔️Contextual word checker for better suggestions

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python nlp natural-language-processing spellcheck chatbot spacy help-wanted preprocessing spelling-correction bert spellchecker spacy-extension python-spelling-corrector oov spelling-corrections

nlpbuddy

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

✭ 115

HTML javascript CSS python Makefile natural-language-processing text-classification text-analysis spacy gensim fasttext

converse

Conversational text Analysis using various NLP techniques

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Jupyter Notebook python nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

hello-nlp

A natural language search microservice

✭ 85

python shell Dockerfile nlp elasticsearch solr spacy

ml-datasets

🌊 Machine learning dataset loaders for testing and example scripts

✭ 40

python testing machine-learning spacy datasets machine-learning-datasets thinc

pynsett

A programmable relation extraction tool

✭ 25

python HTML javascript nlp spacy extract-relationships relation-extraction wikidata-knowledge

DaCy

DaCy: The State of the Art Danish NLP pipeline using SpaCy

✭ 66

python Jupyter Notebook r natural-language-processing spacy reproducible-workflows danish-language

spacy hunspell

✏️ Hunspell extension for spaCy 2.0.

✭ 94

python nlp spacy spelling spell-check spelling-correction hunspell spellchecker spacy-extension hunspell-extension

spacy-french-models

French models for spacy

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machine-learning natural-language-processing spacy

bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

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python nlp tensorflow keras spacy how-to bert spacy-models spacy-nlp bert-model pytorch-transformers spacy-pytorch-transformers spacy-package

agile

🌌 Global State and Logic Library for JavaScript/Typescript applications

airy

💬 Open source conversational platform to power conversations with an open source Live Chat, Messengers like Facebook Messenger, WhatsApp and more - 💎 UI from Inbox to dashboards - 🤖 Integrations to Conversational AI / NLP tools and standard enterprise software - ⚡ APIs, WebSocket, Webhook - 🔧 Create any conversational experience

spacy-server

🦜 Containerized HTTP API for industrial-strength NLP via spaCy and sense2vec

✭ 58

python shell Dockerfile nlp docker spacy named-entity-recognition sense2vec part-of-speech-tagger tokenization sentence-segmentation

alter-nlu

Natural language understanding library for chatbots with intent recognition and entity extraction.

deplacy

CUI-based Tree Visualizer for Universal Dependencies and Immediate Catena Analysis

✭ 97

javascript python HTML shell spacy stanza nlp-cube dependency-visualizer

SMMT

Social Media Mining Toolkit (SMMT) main repository

✭ 116

python shell tweets annotation twitter-api data-acquisition spacy data-preprocessing gathering data-annotation

anonymisation

Anonymization of legal cases (Fr) based on Flair embeddings

✭ 85

python Makefile legal transformers entities spacy ner flair bert anonymization legal-cases pseudo-anonymization dataset-augmentation camembert

ling

Natural Language Processing Toolkit in Golang

✭ 57

go nlp spacy opencc tokenization normalization lemmatization corenlp

anonymization-api

How to build and deploy an anonymization API with FastAPI

✭ 51

python Dockerfile nlp docker aws ec2 docker-compose spacy named-entity-recognition ner github-actions fastapi

nlp-cheat-sheet-python

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

✭ 69

Jupyter Notebook nlp machine-learning spacy named-entity-recognition nltk starter-kit introduction pos-tagging dependency-parsing tokenization lemmatization cheat-sheet sentence-similarity spans spacy-nlp lexnlp

SkillNER

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

✭ 69

python Jupyter Notebook nlp skills spacy ner rule-based skillner

spacy readability

spaCy pipeline component for adding text readability meta data to Doc objects.

✭ 54

python Makefile nlp spacy

ginza-transformers

Use custom tokenizers in spacy-transformers

✭ 15

python nlp natural-language-processing transformers spacy ginza spacy-transformers tokenizers sudachitra

spacy-iwnlp

German lemmatization with IWNLP as extension for spaCy

✭ 22

python shell nlp spacy spacy-pipeline spacy-extension

nlp workshop odsc europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…

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Jupyter Notebook machine-learning natural-language-processing deep-learning tensorflow scikit-learn jupyter-notebook transformers pytorch spacy nltk gensim transfer-learning

Quora QuestionPairs DL

Kaggle Competition: Using deep learning to solve quora's question pairs problem

✭ 54

python shell deep-learning keras spacy kaggle-competition nlp-machine-learning

spacy conll

Pipeline component for spaCy (and other spaCy-wrapped parsers such as spacy-stanza and spacy-udpipe) that adds CoNLL-U properties to a Doc and its sentences and tokens. Can also be used as a command-line tool.

✭ 60

python Makefile nlp parser data-science machine-learning natural-language-processing pandas conll spacy stanford-nlp stanza conll-u stanford-machine-learning udpipe spacy-pipeline spacy-extension

NLP Quickbook

NLP in Python with Deep Learning

✭ 516

Jupyter Notebook python HTML nlp natural-language-processing text-classification natural-language spacy ensemble tutorial-code language-processing spacy-nlp spell-correction practitioners

topic modelling financial news

Topic modelling on financial news with Natural Language Processing

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Jupyter Notebook nlp sklearn spacy nltk topic-modeling matplotlib tf-idf k-means nlp-stemming latent-dirichlet-allocation nlp-machine-learning dbscan stemming latent-semantic-analysis

rita-dsl

A Domain Specific Language (DSL) for building language patterns. These can be later compiled into spaCy patterns, pure regex, or any other format

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python Makefile nlp natural-language-processing parsing regex spacy rule-based

NER-and-Linking-of-Ancient-and-Historic-Places

An NER tool for ancient place names based on Pleiades and Spacy.

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HTML python spacy named-entity-recognition flask-application ner pleiades historical-places

spacymoji

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

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python shell emoji nlp natural-language-processing emoji-unicode spacy emojis spacy-pipeline spacy-extension

extractacy

Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

✭ 47

python nlp pattern-matching spacy ner entity-linking entity-extraction spacy-pipeline spacy-extension

bisemantic

Text pair classification

✭ 12

python deep-learning keras spacy lstm snli textual-entailment quora-question-pairs

lemmy

🤘Lemmy is a lemmatizer for Danish 🇩🇰 and Swedish 🇸🇪

✭ 68

python Jupyter Notebook nlp spacy swedish lemmatizer danish lemma

spacy-langdetect

A fully customisable language detection pipeline for spaCy

✭ 86

python language-detection spacy googletrans spacy-extension pycld2 langdetect

inception-external-recommender

Get annotation suggestions for the INCEpTION text annotation platform from spaCy, Sentence BERT, scikit-learn and more. Runs as a web-service compatible with the external recommender API of INCEpTION.

✭ 36

python Jupyter Notebook Makefile machine-learning natural-language-processing annotation spacy inception-recommender

replaCy

spaCy match and replace, maintaining conjugation

✭ 29

python nlp spacy

spacy-dbpedia-spotlight

A spaCy wrapper for DBpedia Spotlight

✭ 85

python nlp natural-language-processing spacy hacktoberfest dbpedia-spotlight

Semantic-Textual-Similarity

Natural Language Processing using NLTK and Spacy