go2vec
spaGO
| go2vec | spaGO | |
|---|---|---|
| - | 11 | |
| 50 | 1,693 | |
| - | - | |
| 0.0 | 0.0 | |
| over 5 years ago | 4 months ago | |
| Go | Go | |
| GNU General Public License v3.0 or later | BSD 2-clause "Simplified" License |
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go2vec
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Tracking mentions began in Dec 2020.
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
-
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!
What are some alternatives?
RAKE.go - A Go port of the Rapid Automatic Keyword Extraction algorithm (RAKE)
go-nlp
locales - :earth_americas: a set of locales generated from the CLDR Project which can be used independently or within an i18n package; these were built for use with, but not exclusive to https://github.com/go-playground/universal-translator
prose - :book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
sentences - A multilingual command line sentence tokenizer in Golang
universal-translator - :speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules
paicehusk - Golang implementation of the Paice/Husk Stemming Algorithm
go-i18n - Translate your Go program into multiple languages.
when - A natural language date/time parser with pluggable rules
whatlanggo - Natural language detection library for Go
dpar - Neural network transition-based dependency parser (in Rust)