wink-nlp
Recognizers-Text
| wink-nlp | Recognizers-Text | |
|---|---|---|
| 21 | 10 | |
| 1,143 | 1,644 | |
| 1.0% | 0.2% | |
| 8.1 | 6.5 | |
| 9 days ago | 6 months ago | |
| JavaScript | C# | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
wink-nlp
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Show HN: Next-token prediction in JavaScript – build fast LLMs from scratch
This is awesome, thanks. I've been messing with wink's NLP library (https://winkjs.org/wink-nlp/) to transform user queries and format responses so I can make a proper chat bot - will see what I can learn from these!
- Show HN: WinkNLP introduces key sentence extraction
- WinkNLP's recent feature — key sentence extraction delivers a performance of over 450,000 tokens/second or 1500 sentences/second on Apple M1/16GB
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How to visualize timeline of a Wiki article?
Automatic generation of the timeline — a graphical representation of a time period, on which important events are marked — from a Wikipedia article is a fascinating idea and very useful in quickly grasping the historical perspective. This post outlines the approach to create a well formatted timeline from any Wikipedia article using WinkNLP’s API and Named Entity Recognition (NER) feature:
- WinkNLP delivers 600k tokens/second speed on browsers (MBP M1)
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Hacker News top posts: Nov 24, 2022
Show HN: WinkNLP delivers 600k tokens/second speed on browsers\ (2 comments)
- Show HN: WinkNLP delivers 600k tokens/second speed on browsers (MBP M1)
Recognizers-Text
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Automatisiert Kalendereinträge erstellen aus Mails mit Formatlosen Datumsangaben
Microsoft hat da ein hilfreiches Package für .NET, Java, Node.js und Python: https://github.com/microsoft/Recognizers-Text
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Microsoft.Recognizers.Text for JavaScript
https://github.com/microsoft/Recognizers-Text/tree/master/.N...
I think these examples explain the functionality very well.
- An effective library for recognising numbers/units/datetime across languages
- Recognizer Library That's Effective
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How do I use ML.NET to extract dates out of strings
https://github.com/microsoft/Recognizers-Text/tree/master/.NET#microsoftrecognizerstextdatetime
What are some alternatives?
nlp.js - An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Superpower - A C# parser construction toolkit with high-quality error reporting
ml-classify-text-js - Machine learning based text classification in JavaScript using n-grams and cosine similarity
CSLY - a C# embeddable lexer and parser generator (.Net core)
wink-eng-lite-model - English lite language model for wink-nlp.
Sprache - A tiny, friendly, C# parser construction library
DataTurks - ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
Pidgin - A lightweight and fast parsing library for C#.
wink-mqtt-rs - MQTT Relay for the Jailbroken Wink Hub v1, with Home Assistant MQTT autodiscovery support
DateTimeExtensions - This project is a merge of several common DateTime operations on the form of extensions to System.DateTime, including natural date difference text (precise and human rounded), holidays and working days calculations on several culture locales.
echarts4r - 🐳 ECharts 5 for R
duckling - Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.