alter-nluNatural language understanding library for chatbots with intent recognition and entity extraction.
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LemminflectA python module for English lemmatization and inflection.
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spaczzFuzzy matching and more functionality for spaCy.
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pfootprintPolitical Discourse Analysis Using Pre-Trained Word Vectors.
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extractacySpacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)
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Prodigy Recipes🍳 Recipes for the Prodigy, our fully scriptable annotation tool
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Question GenerationGenerating multiple choice questions from text using Machine Learning.
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SpacyrR wrapper to spaCy NLP
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schrutepyThe Entire Transcript from the Office in Tidy Format
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spacymoji💙 Emoji handling and meta data for spaCy with custom extension attributes
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Entity EmbeddingReference implementation of the paper "Word Embeddings for Entity-annotated Texts"
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DrFAQDrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.
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bisemanticText pair classification
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Spacy Services💫 REST microservices for various spaCy-related tasks
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deep-semantic-code-searchDeep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application
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Spacy LookupNamed Entity Recognition based on dictionaries
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spacy-langdetectA fully customisable language detection pipeline for spaCy
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rita-dslA 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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Thinc🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
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inception-external-recommenderGet 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.
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Cookiecutter Spacy FastapiCookiecutter API for creating Custom Skills for Azure Search using Python and Docker
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NegspacyspaCy pipeline object for negating concepts in text
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word2vec-moviesBag of words meets bags of popcorn in Python 3 中文教程
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NLP QuickbookNLP in Python with Deep Learning
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fake-newsThis is a further development of the kdnuggets article on fake news classification by George McIntyre
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presidential-rnnProject 4 for Metis bootcamp. Objective was generation of character-level RNN trained on Donald Trump's statements using Keras. Also generated Markov chains, and quick pyTorch RNN as baseline. Attempted semi-supervised GAN, but was unable to test in time.
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Deception-Detection-on-Amazon-reviews-datasetA SVM model that classifies the reviews as real or fake. Used both the review text and the additional features contained in the data set to build a model that predicted with over 85% accuracy without using any deep learning techniques.
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Paribhashaparibhasha.herokuapp.com/
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NLP-Flask-WebsiteA simple Flask website for all NLP tasks which includes Text Preprocessing, Keyword Extraction, Text Summarization etc. Created Date: 30 Jan 2019
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empythyAutomated NLP sentiment predictions- batteries included, or use your own data
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Holmes ExtractorInformation extraction from English and German texts based on predicate logic
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EngineThe Centrifuge process, filter and saves the relevant documents as recommendations to the relevant users
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StoreItemDemand(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.
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Spacymoji💙 Emoji handling and meta data for spaCy with custom extension attributes
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Spacy Api DockerspaCy REST API, wrapped in a Docker container.
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lemmy🤘Lemmy is a lemmatizer for Danish 🇩🇰 and Swedish 🇸🇪
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SummarizerA Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.
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SumrizedAutomatic Text Summarization (English/Arabic).
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Neuralcoref✨Fast Coreference Resolution in spaCy with Neural Networks
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awesome-yoruba-nlp📖 A curated list of resources dedicated to Natural Language Processing (NLP) in the Yoruba Language.
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Displacy Ent💥 displaCy-ent.js: An open-source named entity visualiser for the modern web
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Machine-Learning-ModelsIn This repository I made some simple to complex methods in machine learning. Here I try to build template style code.
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CleannlpR package providing annotators and a normalized data model for natural language processing
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replaCyspaCy match and replace, maintaining conjugation
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Spacy Wordnetspacy-wordnet creates annotations that easily allow the use of wordnet and wordnet domains by using the nltk wordnet interface
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scicle-stopclickbaitUserscript that changes Clickbait headlines by headlines more honest to the news it links to.
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Spacy Course👩🏫 Advanced NLP with spaCy: A free online course
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query-wellformedness25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.
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spacy conllPipeline 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.
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DeepLearningReadingDeep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
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