boweihan / NLPPlayground

Natural Language Processing Playground for Analyzing Text Queries for SMS Chat

NLP Playground

Bot.annotator

• StanzaAnnotator

Bot.detokenizer

• NLTKDetokenizer (TreeBank)

Bot.filter

• NLTKStopWordRemover
• NLTKPorterStemmer
• NLTKSnowballStemmer
• NLTKWordNetLemmatizer

Bot.interface

• TokenOperationInterface
• TextOperationInterface

Bot.recognizer

• NLTKRecognizer (people, numbers)

Bot.tokenizer

• NLTKTokenizer (word_tokenizer)
• StanzaTokenizer

Bot.wordbank

• stop_words
• yes_words
• no_words

Run Instructions

Python Server

pip install -r requirements.txt (linux) OR pip install -r osxrequirements.txt (mac)

requirements.txt uses CPU only Pytorch for a smaller deployment size

./start_bot.sh OR gunicorn app:app

Client

cd client/

npm install

npm run dev