Go 机器学习框架：GoLearn
jopen
10年前
GoLearn 是一款 Go 语言机器学习框架，示例代码：
package main import ( "fmt" "github.com/sjwhitworth/golearn/base" "github.com/sjwhitworth/golearn/evaluation" "github.com/sjwhitworth/golearn/knn" ) func main() { // Load in a dataset, with headers. Header attributes will be stored. // Think of instances as a Data Frame structure in R or Pandas. // You can also create instances from scratch. rawData, err := base.ParseCSVToInstances("datasets/iris.csv", false) if err != nil { panic(err) } // Print a pleasant summary of your data. fmt.Println(rawData) //Initialises a new KNN classifier cls := knn.NewKnnClassifier("euclidean", 2) //Do a training-test split trainData, testData := base.InstancesTrainTestSplit(rawData, 0.50) cls.Fit(trainData) //Calculates the Euclidean distance and returns the most popular label predictions := cls.Predict(testData) fmt.Println(predictions) // Prints precision/recall metrics confusionMat, err := evaluation.GetConfusionMatrix(testData, predictions) if err != nil { panic(fmt.Sprintf("Unable to get confusion matrix: %s", err.Error())) } fmt.Println(evaluation.GetSummary(confusionMat)) }