sjwhitworth/golearn

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

9439 stars · 1164 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

GoLearn is a 'batteries included' machine learning library for Go with a scikit-learn-style Fit/Predict interface. It provides data loading via Instances, train/test splitting, cross validation, and estimators like KNN with evaluation metrics.

Use cases

• train a classifier in go
• load csv datasets for machine learning
• knn classification in golang
• compute confusion matrix and precision recall
• split data into train and test sets
• scikit-learn style ml in go

When to choose

• you need simple, batteries-included ML in a Go codebase
• you want a familiar Fit/Predict API like scikit-learn
• you need basic classification with evaluation metrics

When to avoid

• you need deep learning or GPU acceleration
• you need the breadth of estimators available in Python's scikit-learn
• you need a very actively developed library with frequent releases

Facets

library · maturity maintenance

machine-learning data-science serialization machine-learning data-science go cross-platform scikit-learn-style knn classification csv cross-validation

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