{ "info": { "author": "Erik Arakelyan", "author_email": "erikarakelyan1997@gmail.com", "bugtrack_url": null, "classifiers": [], "description": "fastent\n=======\n\nFastent is a tool designed for creating end to end Custom Named Entity\nRecognition models. Entities **ARE NOT** limited to the usual predefiend\nclasses of Person(PER), Location(LOC),\nCompanies/agencies/institutions(ORG) etc etc. Any custom entity that can\nbe described using a list of words can be created.\n\nThe package is comprised of several modules that can be used both\nsperately for their designated tasks (i.e Anotation, contextualization,\netc etc.) or in a combined workflow. Most of the modules offer\nmultilingual support, meaning the datasets and text don't necessarily\nrequire English language.\n\nTable of contents\n=================\n\n.. raw:: html\n\n \n\n- `Installation <#installation>`__\n- `Usage <#usage>`__\n\n - `Dataset generation <#Dataset-Generation>`__\n - `Contextualization <#Contextualization>`__\n - `Api for model download <#Api>`__\n - `Annotation <#Annotation>`__\n - `Text utilities <#Text-utilities>`__\n - `wordnet utilities <#Wordnet>`__\n - `Poincare embeddings wrapper <#Poincare>`__\n - `Combinging everyting <#combo>`__\n\n- `Baselines <#tests>`__\n- `Dependency <#dependency>`__\n\nInstallation\n============\n\nThis section show the process for installing the package with different\nmethods\n\nFrom source\n~~~~~~~~~~~\n\n1) lets start by cloning the package\n\n::\n\n git clone https://github.com/fastent/fastent.git\n\n2) Installing all the relevant packages\n\n::\n\n pip install -r requirements.txt \n\n3) Install couchDB\n\nUpdate the current packages\n\n::\n\n sudo apt-get update\n\nAdding PPA Repository\n\n::\n\n sudo apt-get install software-properties-common\n sudo add-apt-repository ppa:couchdb/stable\n sudo apt-get update\n\nInstalling CouchDB\n\n::\n\n sudo apt-get install couchdb\n\nOwnership changes (recommended to fix the permission)\n\n::\n\n sudo chown -R couchdb:couchdb /usr/bin/couchdb /etc/couchdb /usr/share/couchdb\n\nOnce this is completed we need to fix the permissions\n\n::\n\n sudo chmod -R 0770 /usr/bin/couchdb /etc/couchdb /usr/share/couchdb\n\nRestarting CouchDB\n\n::\n\n sudo systemctl restart couchdb\n\ncouchDB can now be accessed from http://127.0.0.1:5984/\\_utils/\n\n4) Now you need to install NLTK dependencies.\n\n::\n\n >>> import nltk\n >>> nltk.download()\n\nThe minimum installation requires to download the *stopwords* corpora.\n(Feel free to add more if you feel so)\n\nFrom pip\n~~~~~~~~\n\nComing Soon\n\nUsage\n=====\n\nDataset generation\n~~~~~~~~~~~~~~~~~~\n\nThe module includes a possibility to generate a dataset for raw entity\nwords. 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