Natural Language Tools & Services

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• Natural Language Processing (NLP)
• NLP Tools | Wikipedia
• Statistical natural language processing and corpus-based computational linguistics: An annotated list of resources | Chris Manning - Stanford
• NaturalNode Node.js
• Software Packages | Cognitive Computation Group, led by Prof. Dan Roth
• PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM | gitHub
• API-based Services

Capability with Javascript

• • TensorFlow.js for training and deploying ML models in the browser and on Node.js (was called Deeplearnjs)
  • Keras.js runs Keras models in the browser, with GPU support using WebGL. since Keras uses a number of frameworks as backends, the models can be trained in TensorFlow, CNTK, and other frameworks as well.
  • NLP.js NLP Manager: a tool able to manage several languages (nodejs)
  • Compromise modest natural-language processing (NLP) interprets and pre-parses English and makes some reasonable decisions
  • Natural provides tokenizing, stemming (reducing a word to a not-necessarily morphological root), classification, phonetics, tf-idf, WordNet, string similarity, and more. (nodejs)

Capability (other)

• • flair use pretrained BERT (PyTorch)
  • CoreNLP | Stanford (Python)
  • Natural Language Toolkit (NLTK) (Python)
  • Intel NLP Architect (Python)
  • SpaCy (Python and Cython)
  • Gensim fast Vector Space Modelling, Topic Modeling, LDA implementation (Python)
  • AllenNLP an Apache NLP research library (PyTorch)
  • Matlab
  • Sintelix
  • H2O Driveless AI
  • Cloud Natural Language (NL) | Google
  • Cloud Speech-to-Text | Google
  • Comprehend | Amazon
  • Transcribe | Amazon
  • Amazon Polly | Amazon
  • Azure Cognitive Services | Microsoft
  • Azure Bing Speech API | Microsoft
  • Speech to Text | IBM
  • Text to Speech | IBM
  • Watson Natural Language Understanding | IBM
  • VoxSigma API
  • Speech Recognition |Twilio
  • Automatic Speech Recognition (ASR) | Speechmatics
  • Voice API | Nexmo
  • wit.ai
  • Meaning Cloud
  • Haven OnDemand
  • Aylien
  • Lexalytics
  • Dialogflow
  • Indico
  • TextRazor
  • Intellexer
  • Meaning Cloud
  • LSTM and QRNN Language Model Toolkit for PyTorch | GitHub
  • Thematically Discover

• Automated Scoring