randomforest
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| randomforest | GoLearn | |
|---|---|---|
| 2 | 3 | |
| 39 | 9,161 | |
| - | - | |
| 2.6 | 0.0 | |
| about 2 months ago | 3 months ago | |
| Go | Go | |
| Apache License 2.0 | MIT License |
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randomforest
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Machine Learning
I did end up writing and using a custom library for Random Forest (it's also in AwesomGo) in one real-world project (detecting Alzheimer's and Parkinson's from speech from a mobile app) - https://github.com/malaschitz/randomForest I had better results than the team who used TensorFlow and most importantly I didn't have to use any other technology than Go. For NN's it's probably best to use https://gorgonia.org/ - but it's not exactly a user friendly library. But there is a whole book on it - Hands-On Deep Learning with Go.
- Boruta algorithm added to Random Forest library
GoLearn
- Machine Learning
- GoLang AI/ML open source projects
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Multi-layer neural network from scratch in Go
If you're curious about a more robust machine learning library in Go, https://github.com/sjwhitworth/golearn is a quite feature-rich option.
What are some alternatives?
m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.
sklearn - bits of sklearn ported to Go #golang
goml - On-line Machine Learning in Go (and so much more)
EAGO
neural-go - A multilayer perceptron network implemented in Go, with training via backpropagation.
onnx-go - onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.
gosseract - Go package for OCR (Optical Character Recognition), by using Tesseract C++ library
CloudForest - Ensembles of decision trees in go/golang.
regommend - Recommendation engine for Go