Sign upLogin

deeplearning4j/deeplearning4j

View on GitHub
Star
deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java

Summary

Maintainability
F
6 days
Test Coverage

File TransferLearning.java has 609 lines of code (exceeds 250 allowed). Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
Severity: Major
Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 day to fix

    Method build has a Cognitive Complexity of 57 (exceeds 5 allowed). Consider refactoring.
    Open

            public ComputationGraph build() {
            initBuilderIfReq();

            ComputationGraphConfiguration newConfig = editedConfigBuilder
                    .validateOutputLayerConfig(validateOutputLayerConfig == null ? true : validateOutputLayerConfig).build();
    Severity: Minor
    Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 day to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Method nOutReplace has a Cognitive Complexity of 28 (exceeds 5 allowed). Consider refactoring.
    Open

            private GraphBuilder nOutReplace(String layerName, int nOut, IWeightInit scheme, IWeightInit schemeNext) {
            initBuilderIfReq();

            if (origGraph.getVertex(layerName).hasLayer()) {
    Severity: Minor
    Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 4 hrs to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

    Further reading

    Method build has 76 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

            public ComputationGraph build() {
            initBuilderIfReq();

            ComputationGraphConfiguration newConfig = editedConfigBuilder
                    .validateOutputLayerConfig(validateOutputLayerConfig == null ? true : validateOutputLayerConfig).build();
    Severity: Major
    Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 3 hrs to fix

      GraphBuilder has 25 methods (exceeds 20 allowed). Consider refactoring.
      Open

          public static class GraphBuilder {
        private ComputationGraph origGraph;
        private ComputationGraphConfiguration origConfig;

        private FineTuneConfiguration fineTuneConfiguration;
      Severity: Minor
      Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 2 hrs to fix

        Builder has 24 methods (exceeds 20 allowed). Consider refactoring.
        Open

            public static class Builder {
        private MultiLayerConfiguration origConf;
        private MultiLayerNetwork origModel;

        private MultiLayerNetwork editedModel;
        Severity: Minor
        Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 2 hrs to fix

          Method nOutReplace has 56 lines of code (exceeds 25 allowed). Consider refactoring.
          Open

                  private GraphBuilder nOutReplace(String layerName, int nOut, IWeightInit scheme, IWeightInit schemeNext) {
            initBuilderIfReq();

            if (origGraph.getVertex(layerName).hasLayer()) {
          Severity: Major
          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 2 hrs to fix

            Method doPrep has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
            Open

                    private void doPrep() {
            //first set finetune configs on all layers in model
            fineTuneConfigurationBuild();

            //editParams gets original model params
            Severity: Minor
            Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

            Cognitive Complexity

            Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

            A method's cognitive complexity is based on a few simple rules:

            • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
            • Code is considered more complex for each "break in the linear flow of the code"
            • Code is considered more complex when "flow breaking structures are nested"

            Further reading

            Method doPrep has 37 lines of code (exceeds 25 allowed). Consider refactoring.
            Open

                    private void doPrep() {
            //first set finetune configs on all layers in model
            fineTuneConfigurationBuild();

            //editParams gets original model params
            Severity: Minor
            Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

              Method build has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
              Open

                      public MultiLayerNetwork build() {

            if (!prepDone) {
                doPrep();
            }
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

              Cognitive Complexity

              Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

              A method's cognitive complexity is based on a few simple rules:

              • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
              • Code is considered more complex for each "break in the linear flow of the code"
              • Code is considered more complex when "flow breaking structures are nested"

              Further reading

              Method nOutReplaceBuild has 30 lines of code (exceeds 25 allowed). Consider refactoring.
              Open

                      private void nOutReplaceBuild(int layerNum, int nOut, IWeightInit scheme, IWeightInit schemeNext) {
            Preconditions.checkArgument(layerNum >= 0 && layerNum < editedConfs.size(), "Invalid layer index: must be 0 to " +
                    "numLayers-1 = %s includive, got %s", editedConfs.size(), layerNum);

            NeuralNetConfiguration layerConf = editedConfs.get(layerNum);
              Severity: Minor
              Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

                Method build has 28 lines of code (exceeds 25 allowed). Consider refactoring.
                Open

                        public MultiLayerNetwork build() {

            if (!prepDone) {
                doPrep();
            }
                Severity: Minor
                Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

                  Method nInReplace has 26 lines of code (exceeds 25 allowed). Consider refactoring.
                  Open

                          public GraphBuilder nInReplace(String layerName, int nIn, IWeightInit scheme) {
            Preconditions.checkState(origGraph.getVertex(layerName) != null, "Layer with name %s not found",
                    layerName);
            Preconditions.checkState(origGraph.getVertex(layerName).hasLayer(), "nInReplace can only be applied" +
                    " on vertices with layers. Vertex %s does not have a layer", layerName);
                  Severity: Minor
                  Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 1 hr to fix

                    Method constructParams has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
                    Open

                            private INDArray constructParams() {
            //some params will be null for subsampling etc
            INDArray keepView = null;
            for (INDArray aParam : editedParams) {
                if (aParam != null) {
                    Severity: Minor
                    Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 55 mins to fix

                    Cognitive Complexity

                    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

                    A method's cognitive complexity is based on a few simple rules:

                    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
                    • Code is considered more complex for each "break in the linear flow of the code"
                    • Code is considered more complex when "flow breaking structures are nested"

                    Further reading

                    Avoid deeply nested control flow statements.
                    Open

                                                for (int j = 0; j < layers.length; j++) {
                                if (layers[j] == l) {
                                    layers[j] = gv.getLayer(); //Place the new frozen layer to replace the original layer
                                    break;
                                }
                    Severity: Major
                    Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 45 mins to fix

                      Avoid deeply nested control flow statements.
                      Open

                                                  for (String s : vars) {
                                newNNC.variables(false).add(s);
                            }
                      Severity: Major
                      Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 45 mins to fix

                        Avoid deeply nested control flow statements.
                        Open

                                                    for (int j = 0; j < inputs.length; j++) {
                                int inputVertexIdx = inputs[j].getVertexIndex();
                                String alsoFreeze = vertices[inputVertexIdx].getVertexName();
                                allFrozen.add(alsoFreeze);
                            }
                        Severity: Major
                        Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 45 mins to fix

                          Method nOutReplaceBuild has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                          Open

                                  private void nOutReplaceBuild(int layerNum, int nOut, IWeightInit scheme, IWeightInit schemeNext) {
            Preconditions.checkArgument(layerNum >= 0 && layerNum < editedConfs.size(), "Invalid layer index: must be 0 to " +
                    "numLayers-1 = %s includive, got %s", editedConfs.size(), layerNum);

            NeuralNetConfiguration layerConf = editedConfs.get(layerNum);
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java - About 25 mins to fix

                          Cognitive Complexity

                          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

                          A method's cognitive complexity is based on a few simple rules:

                          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
                          • Code is considered more complex for each "break in the linear flow of the code"
                          • Code is considered more complex when "flow breaking structures are nested"

                          Further reading

                          Identical blocks of code found in 2 locations. Consider refactoring.
                          Open

                                      if(editedVertices.contains(layerName) && editedConfigBuilder.getVertices().get(layerName) instanceof LayerVertex
                    && nInFromNewConfig.containsKey(layerName)){
                Layer l = ((LayerVertex)editedConfigBuilder.getVertices().get(layerName)).getLayerConf().getLayer();
                if(l instanceof FeedForwardLayer){
                    layerImplF.setNIn(nInFromNewConfig.get(layerName));
                          Severity: Major
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 1 hr to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 778..784

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 72.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Identical blocks of code found in 2 locations. Consider refactoring.
                          Open

                                          if(editedVertices.contains(layerName) && editedConfigBuilder.getVertices().get(layerName) instanceof LayerVertex
                        && nInFromNewConfig.containsKey(layerName)){
                    Layer l = ((LayerVertex)editedConfigBuilder.getVertices().get(layerName)).getLayerConf().getLayer();
                    if(l instanceof FeedForwardLayer){
                        layerImplF.setNIn(nInFromNewConfig.get(layerName));
                          Severity: Major
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 1 hr to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 749..755

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 72.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Similar blocks of code found in 3 locations. Consider refactoring.
                          Open

                                              if (origNNC.getVariables() != null) {
                        List<String> vars = origNNC.variables(true);
                        origNNC.clearVariables();
                        layerNNC.clearVariables();
                        for (String s : vars) {
                          Severity: Major
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 2 other locations - About 1 hr to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/conf/layers/misc/FrozenLayer.java on lines 84..92
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/conf/layers/misc/FrozenLayerWithBackprop.java on lines 78..86

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 70.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Similar blocks of code found in 2 locations. Consider refactoring.
                          Open

                                  public GraphBuilder nOutReplace(String layerName, int nOut, WeightInit scheme, WeightInit schemeNext) {
            if(scheme == WeightInit.DISTRIBUTION || schemeNext == WeightInit.DISTRIBUTION) {
                throw new UnsupportedOperationException("Not supported!, Use " +
                        "nOutReplace(layerNum, nOut, new WeightInitDistribution(dist), new WeightInitDistribution(distNext)) instead!");
            }
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 45 mins to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 150..156

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 55.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Similar blocks of code found in 2 locations. Consider refactoring.
                          Open

                                  public Builder nOutReplace(int layerNum, int nOut, WeightInit scheme, WeightInit schemeNext) {
            if(scheme == WeightInit.DISTRIBUTION || schemeNext == WeightInit.DISTRIBUTION) {
                throw new UnsupportedOperationException("Not supported!, Use " +
                        "nOutReplace(layerNum, nOut, new WeightInitDistribution(dist), new WeightInitDistribution(distNext)) instead!");
            }
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 45 mins to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 683..689

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 55.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Identical blocks of code found in 2 locations. Consider refactoring.
                          Open

                                                      for (int j = 0; j < layers.length; j++) {
                                if (layers[j] == l) {
                                    layers[j] = gv.getLayer(); //Place the new frozen layer to replace the original layer
                                    break;
                                }
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 40 mins to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearningHelper.java on lines 185..190

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 52.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Similar blocks of code found in 2 locations. Consider refactoring.
                          Open

                                  public GraphBuilder nOutReplace(String layerName, int nOut, WeightInit scheme, Distribution dist) {
            if(scheme == WeightInit.DISTRIBUTION) {
                throw new UnsupportedOperationException("Not supported!, Use " +
                        "nOutReplace(layerNum, nOut, new WeightInitDistribution(dist), new WeightInitDistribution(distNext)) instead!");
            }
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 35 mins to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 186..192

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 45.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          Similar blocks of code found in 2 locations. Consider refactoring.
                          Open

                                  public Builder nOutReplace(int layerNum, int nOut, WeightInit scheme, Distribution distNext) {
            if(scheme == WeightInit.DISTRIBUTION) {
                throw new UnsupportedOperationException("Not supported!, Use " +
                        "nOutReplace(int layerNum, int nOut, Distribution dist, Distribution distNext) instead!");
            }
                          Severity: Minor
                          Found in deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java and 1 other location - About 35 mins to fix
                          deeplearning4j/deeplearning4j-nn/src/main/java/org/deeplearning4j/nn/transferlearning/TransferLearning.java on lines 666..672

                          Duplicated Code

                          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                          Tuning

                          This issue has a mass of 45.

                          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                          Refactorings

                          Further Reading

                          There are no issues that match your filters.

                          Category
                          Status