Gorgonia is a high-performance Go library for building and evaluating machine learning models with automatic differentiation and GPU support.
Gorgonia is a library that helps facilitate machine learning in Go.
Gorgonia is designed for developers who want to create production-ready machine learning systems within the Go ecosystem, enabling seamless transition from model experimentation to deployment. It is ideal for Go programmers seeking a performant alternative to Python-based ML frameworks, supporting both symbolic and automatic differentiation for neural network construction and optimization.
Gorgonia is currently more low-level compared to frameworks like TensorFlow, focusing on performance and scalability in Go; GPU support is available but OpenCL is not yet supported. It is best suited for developers comfortable with Go who want to integrate ML capabilities without switching languages. Active development is ongoing to improve distributed computing and GPU implementations.
Ensure Go is installed and configured with Go modules enabled
Run `go get -u gorgonia.org/gorgonia` to install the packagego get -u gorgonia.org/gorgonia
Installs the Gorgonia library for use in Go projects