Why can't Go be popular for machine learning?

1. Gorgonia

   1 22 5,735 1.1 Go

   Gorgonia is a library that helps facilitate machine learning in Go.

   

   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.

2. InfluxDB

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   InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

   

3. gotch

   2 3 610 0.0 Go

   Go binding for Pytorch C++ API (libtorch)

   

   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.

4. spaGO

   3 11 1,693 0.0 Go

   Discontinued Self-contained Machine Learning and Natural Language Processing library in Go

   

   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.

5. tensorflow

   4 234 189,413 10.0 C++

   An Open Source Machine Learning Framework for Everyone

   

   Go bindings for Tensorflow were supported by Google for a long time. The documentation for Go, however has since disappeared.

6. tfgo

   5 6 2,447 1.5 Go

   Tensorflow + Go, the gopher way

   

   Paolo Galeone has improved bindings (tfgo) that can be used for training and deployment.

7. CodeRabbit

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   CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

   

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