Difference between revisions of "Natural Language Tools & Services"
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* [http://www.kdnuggets.com/2018/12/activewizards-comparison-speech-processing-apis.html API-based Services] | * [http://www.kdnuggets.com/2018/12/activewizards-comparison-speech-processing-apis.html API-based Services] | ||
==== Capability with [[Javascript]] ==== | ==== Capability with [[Javascript]] ==== | ||
| − | + | * [[TensorFlow.js]] for training and deploying ML models in the browser and on Node.js (was called Deeplearnjs) | |
| − | + | * [http://transcranial.github.io/keras-js/#/ 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. | |
| − | + | * [http://www.npmjs.com/package/node-nlp NLP.js] NLP Manager: a tool able to manage several languages (nodejs) | |
| − | + | * [http://compromise.cool/ Compromise] modest natural-language processing (NLP) interprets and pre-parses English and makes some reasonable decisions | |
| − | + | * [http://github.com/NaturalNode/natural 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) ==== | ==== Capability (other) ==== | ||
| − | + | * [http://github.com/zalandoresearch/flair flair] use pretrained BERT (PyTorch) | |
| − | + | * [http://stanfordnlp.github.io/CoreNLP/ CoreNLP | Stanford] (Python) | |
| − | + | * [[Natural Language Toolkit (NLTK)]] (Python) | |
| − | + | * [http://www.intel.ai/nlp-architect-by-intel-ai-lab-release-0-2/ Intel NLP Architect] (Python) | |
| − | + | * [[SpaCy]] (Python and Cython) | |
| − | + | * [http://pypi.org/project/gensim/ Gensim] fast Vector Space Modelling, Topic Modeling, LDA implementation (Python) | |
| − | + | * [http://allennlp.org/ AllenNLP] an Apache NLP research library (PyTorch) | |
| − | + | * [[Matlab]] | |
| − | + | * [[Sintelix]] | |
| − | + | * [[H2O]] Driveless AI | |
| − | + | * [http://cloud.google.com/natural-language/ Cloud Natural Language (NL) | Google] | |
| − | + | * [http://cloud.google.com/speech-to-text/ Cloud Speech-to-Text | Google] | |
| − | + | * [http://aws.amazon.com/comprehend/ Comprehend | Amazon] | |
| − | + | * [http://aws.amazon.com/transcribe/ Transcribe | Amazon] | |
| − | + | * [http://aws.amazon.com/polly/ Amazon Polly | Amazon] | |
| − | + | * [http://azure.microsoft.com/en-us/services/cognitive-services/ Azure Cognitive Services | Microsoft] | |
| − | + | * [http://azure.microsoft.com/en-us/services/cognitive-services/speech-services/ Azure Bing Speech API | Microsoft] | |
| − | + | * [http://www.ibm.com/watson/services/speech-to-text/ Speech to Text | IBM] | |
| − | + | * [http://www.ibm.com/watson/services/text-to-speech/ Text to Speech | IBM] | |
| − | + | * [http://www.ibm.com/watson/services/natural-language-understanding/ Watson Natural Language Understanding | IBM] | |
| − | + | * [http://www.programmableweb.com/api/voxsigma VoxSigma API] | |
| − | + | * [http://www.twilio.com/speech-recognition Speech Recognition |Twilio] | |
| − | + | * [http://www.speechmatics.com/tag/asr/ Automatic Speech Recognition (ASR) | Speechmatics] | |
| − | + | * [http://www.nexmo.com/products/voice Voice API | Nexmo] | |
| − | + | * [http://wit.ai/ wit.ai] | |
| − | + | * [http://www.meaningcloud.com/ Meaning Cloud] | |
| − | + | * [http://www.havenondemand.com/ Haven OnDemand] | |
| − | + | * [http://aylien.com/text-analysis-platform/ Aylien] | |
| − | + | * [http://www.lexalytics.com/ Lexalytics] | |
| − | + | * [http://dialogflow.com/ Dialogflow] | |
| − | + | * [http://indico.io/ Indico] | |
| − | + | * [http://www.textrazor.com/ TextRazor] | |
| − | + | * [http://www.intellexer.com/products.html Intellexer] | |
| − | + | * [http://www.meaningcloud.com/ Meaning Cloud] | |
| − | + | * [http://github.com/salesforce/awd-lstm-lm LSTM and QRNN Language Model Toolkit for PyTorch | GitHub] | |
| − | + | * [http://www.thematically.com Thematically Discover] | |
<youtube>Y2wgQjxrPD8</youtube> | <youtube>Y2wgQjxrPD8</youtube> | ||
Revision as of 23:03, 6 April 2019
Youtube search... ...Google search
- 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
