paicehusk
prose
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paicehusk | prose | |
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- | 1 | |
29 | 2,924 | |
- | - | |
0.0 | 1.9 | |
over 10 years ago | almost 2 years ago | |
Go | Go | |
BSD 2-clause "Simplified" License | MIT License |
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paicehusk
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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.
What are some alternatives?
gse - Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
go-i18n - Translate your Go program into multiple languages.
textcat - A Go package for n-gram based text categorization, with support for utf-8 and raw text
porter2 - High Performance Porter2 Stemmer
gojieba - "结巴"中文分词的Golang版本
go-mystem - CGo bindings to Yandex.Mystem
sentences - A multilingual command line sentence tokenizer in Golang
universal-translator - :speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules
RAKE.go - A Go port of the Rapid Automatic Keyword Extraction algorithm (RAKE)
spaGO - Self-contained Machine Learning and Natural Language Processing library in Go
gounidecode - Unicode transliterator for #golang