spaGO
segment
spaGO | segment | |
---|---|---|
11 | 1 | |
1,693 | 85 | |
- | - | |
0.0 | 0.0 | |
4 months ago | over 1 year ago | |
Go | Go | |
BSD 2-clause "Simplified" License | Apache License 2.0 |
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.
spaGO
- Machine Learning
-
ml for text
Take a look into https://github.com/nlpodyssey/spago. If you don't need GPU processing it could fit your needs
- SpaGO: A ML library in pure Go
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Why can't Go be popular for machine learning?
CGO? Too much overhead in calling C functions (in which you can wrap libtorch or TF C++ code). And too much struggling woth CUDA (actually all GPU stuff). But, there are interesting attempts: https://github.com/gorgonia/gorgonia (I love it most), https://github.com/sugarme/gotch (bindings to libtorch), https://github.com/nlpodyssey/spago.
- Run Hugging Face Models in Go
- Self-Contained Machine Learning and Natural Language Processing Library in Go
- Spice.ai – open-source, time series AI for developers
- Show HN: Experiments on Machine Translation in Pure Go
- Experiments on Machine Translation in pure Go!
segment
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Zinc - A lightweight alternative to elasticsearch in Go
zinc is based on bluge which uses segment https://github.com/blevesearch/segment
What are some alternatives?
go-nlp
go-mystem - CGo bindings to Yandex.Mystem
prose - :book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
stemmer - Stemmer packages for Go programming language. Includes English, German and Dutch stemmers.
universal-translator - :speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules
nlp - [UNMANTEINED] Extract values from strings and fill your structs with nlp.
go-i18n - Translate your Go program into multiple languages.
libtextcat - Cgo binding for libtextcat C library
paicehusk - Golang implementation of the Paice/Husk Stemming Algorithm
gounidecode - Unicode transliterator for #golang
dpar - Neural network transition-based dependency parser (in Rust)