gotch
spaGO
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gotch | spaGO | |
---|---|---|
3 | 11 | |
507 | 1,693 | |
- | - | |
7.5 | 0.0 | |
3 months ago | 3 months ago | |
Go | Go | |
Apache License 2.0 | BSD 2-clause "Simplified" 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.
gotch
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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.
- Go+: designed for data science
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Tensorflow
- libtorch: https://github.com/sugarme/gotch both training and inference are supported
spaGO
- Machine Learning
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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!
What are some alternatives?
Gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.
go-nlp
Buffalo - Rapid Web Development w/ Go
prose - :book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
kratos - Your ultimate Go microservices framework for the cloud-native era.
universal-translator - :speech_balloon: i18n Translator for Go/Golang using CLDR data + pluralization rules
Iris - The fastest HTTP/2 Go Web Framework. New, modern and easy to learn. Fast development with Code you control. Unbeatable cost-performance ratio :rocket:
go-i18n - Translate your Go program into multiple languages.
Fiber - ⚡️ Express inspired web framework written in Go
paicehusk - Golang implementation of the Paice/Husk Stemming Algorithm
tfgo - Tensorflow + Go, the gopher way
dpar - Neural network transition-based dependency parser (in Rust)