petrovich
prose
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| petrovich | prose | |
|---|---|---|
| - | 1 | |
| 44 | 2,924 | |
| - | - | |
| 3.8 | 1.9 | |
| 5 months ago | almost 2 years ago | |
| Go | Go | |
| MIT License | MIT License |
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petrovich
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Tracking mentions began in Dec 2020.
prose
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Go+: Go designed for data science
Apart from Gonum[1] numerical libraries, I haven't found specific data science related Go libraries in my search for it for some hobby projects when compared to Python ecosystem.
Interestingly Prose[2] A Go library for text processing yielded better results for named-entity extraction when compared to NLTK in my tests in terms of accuracy and obviously performance.
Perhaps Go is not being applied enough in the Data Science/ML and for fields where it's applied (Network) Math in the standard library seems to be sufficient.
[1] https://github.com/gonum/gonum
[2] https://github.com/jdkato/prose
What are some alternatives?
gse - Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
whatlanggo - Natural language detection library for Go
go-i18n - Translate your Go program into multiple languages.
go-nlp
textcat - A Go package for n-gram based text categorization, with support for utf-8 and raw text
gojieba - "结巴"中文分词的Golang版本
porter2 - High Performance Porter2 Stemmer
spaGO - Self-contained Machine Learning and Natural Language Processing library in Go
RAKE.go - A Go port of the Rapid Automatic Keyword Extraction algorithm (RAKE)
go-mystem - CGo bindings to Yandex.Mystem