go_vet100%

go vet examines Go source code and reports suspicious constructs, such as Printf calls whose arguments do not align with the format string.

No problems detected. Good job!

gofmt100%

Gofmt formats Go programs. We run gofmt -s on your code, where -s is for the "simplify" command

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ineffassign100%

IneffAssign detects ineffectual assignments in Go code.

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gocyclo86%

Gocyclo calculates cyclomatic complexities of functions in Go source code. The cyclomatic complexity of a function is calculated according to the following rules: 1 is the base complexity of a function +1 for each 'if', 'for', 'case', '&&' or '||' Go Report Card warns on functions with cyclomatic complexity > 15.

• optimize/cmaesbounded.go
  • Line 336: warning: cyclomatic complexity 17 of function (*CmaEsCholB).Run() is high (> 15) (gocyclo)

• naive_bayes/naivebayes.go
  • Line 143: warning: cyclomatic complexity 17 of function (*GaussianNB).PartialFit() is high (> 15) (gocyclo)

• linear_model/cdfast.go
  • Line 160: warning: cyclomatic complexity 28 of function enetCoordinateDescentMultiTask() is high (> 15) (gocyclo)
  • Line 15: warning: cyclomatic complexity 22 of function enetCoordinateDescent() is high (> 15) (gocyclo)

• svm/svr.go
  • Line 47: warning: cyclomatic complexity 27 of function svrTrain() is high (> 15) (gocyclo)

• optimize/brentminimize.go
  • Line 159: warning: cyclomatic complexity 26 of function (*BrentMinimizer).Optimize() is high (> 15) (gocyclo)

• neural_network/basemlp32.go
  • Line 729: warning: cyclomatic complexity 24 of function (*BaseMultilayerPerceptron32).fitStochastic() is high (> 15) (gocyclo)
  • Line 625: warning: cyclomatic complexity 18 of function (*BaseMultilayerPerceptron32).validateHyperparameters() is high (> 15) (gocyclo)
  • Line 484: warning: cyclomatic complexity 17 of function (*BaseMultilayerPerceptron32).fit() is high (> 15) (gocyclo)

• neighbors/classification.go
  • Line 74: warning: cyclomatic complexity 18 of function (*KNeighborsClassifier)._predict() is high (> 15) (gocyclo)

• metrics/base.go
  • Line 11: warning: cyclomatic complexity 18 of function averageBinaryScore() is high (> 15) (gocyclo)

• neural_network/basemlp64.go
  • Line 729: warning: cyclomatic complexity 24 of function (*BaseMultilayerPerceptron64).fitStochastic() is high (> 15) (gocyclo)
  • Line 625: warning: cyclomatic complexity 18 of function (*BaseMultilayerPerceptron64).validateHyperparameters() is high (> 15) (gocyclo)
  • Line 484: warning: cyclomatic complexity 17 of function (*BaseMultilayerPerceptron64).fit() is high (> 15) (gocyclo)

• linear_model/loss.go
  • Line 123: warning: cyclomatic complexity 19 of function CrossEntropyLoss() is high (> 15) (gocyclo)

• linear_model/Base.go
  • Line 326: warning: cyclomatic complexity 17 of function LinFit() is high (> 15) (gocyclo)

• svm/svm_test.go
  • Line 24: warning: cyclomatic complexity 17 of function ExampleSVC() is high (> 15) (gocyclo)

• neighbors/kdtree.go
  • Line 294: warning: cyclomatic complexity 26 of function (*KDTree)._query() is high (> 15) (gocyclo)

• svm/svm.go
  • Line 50: warning: cyclomatic complexity 24 of function svmTrain() is high (> 15) (gocyclo)

• datasets/samples_generator.go
  • Line 28: warning: cyclomatic complexity 23 of function MakeRegression() is high (> 15) (gocyclo)
  • Line 119: warning: cyclomatic complexity 19 of function MakeBlobs() is high (> 15) (gocyclo)

• gaussian_process/gpr.go
  • Line 141: warning: cyclomatic complexity 21 of function (*Regressor).LogMarginalLikelihood() is high (> 15) (gocyclo)

• base/optimizers.go
  • Line 182: warning: cyclomatic complexity 21 of function (*SGDOptimizer).GetUpdate() is high (> 15) (gocyclo)

• optimize/brentzero.go
  • Line 13: warning: cyclomatic complexity 20 of function Brent() is high (> 15) (gocyclo)

• optimize/powell.go
  • Line 68: warning: cyclomatic complexity 21 of function minimizePowell() is high (> 15) (gocyclo)

license100%

Checks whether your project has a LICENSE file.

No problems detected. Good job!

misspell98%

Misspell Finds commonly misspelled English words

• optimize/cmaesbounded.go
  • Line 447: warning: "teh" is a misspelling of "the" (misspell)

• neural_network/multilayer_perceptron_test.go
  • Line 357: warning: "exmaple" is a misspelling of "example" (misspell)