deeplearning4j/deeplearning4j

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File FlatBuffersMapper.java has 935 lines of code (exceeds 250 allowed). Consider refactoring.
Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the

    Method activateHelper has a Cognitive Complexity of 111 (exceeds 5 allowed). Consider refactoring.
    Open

        static public FwdPassReturn activateHelper(final BaseRecurrentLayer layer, final NeuralNetConfiguration conf,
                                                   final IActivation gateActivationFn, //Activation function for the gates - sigmoid or hard sigmoid (must be found in range 0 to 1)
                                                   INDArray input, final INDArray recurrentWeights, //Shape: [hiddenLayerSize,4*hiddenLayerSize+3]; order: [wI,wF,wO,wG,wFF,wOO,wGG]
                                                   final INDArray originalInputWeights, //Shape: [n^(L-1),4*hiddenLayerSize]; order: [wi,wf,wo,wg]
                                                   final INDArray biases, //Shape: [4,hiddenLayerSize]; order: [bi,bf,bo,bg]^T

    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

    File NDMath.java has 903 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    /*
     *  ******************************************************************************
     *  *
     *  *
     *  * This program and the accompanying materials are made available under the

      File SequenceVectors.java has 879 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

      /*
       *  ******************************************************************************
       *  *
       *  *
       *  * This program and the accompanying materials are made available under the

        BaseNDArrayFactory has 110 methods (exceeds 20 allowed). Consider refactoring.
        Open

        public abstract class BaseNDArrayFactory implements NDArrayFactory {
        
            // We don't really care about dtype field we'll use context instead
            // protected DataType dtype;
            protected char order;

          File SDVariable.java has 874 lines of code (exceeds 250 allowed). Consider refactoring.
          Open

          /*
           *  ******************************************************************************
           *  *
           *  *
           *  * This program and the accompanying materials are made available under the

            Method getAndParameterizeOp has a Cognitive Complexity of 105 (exceeds 5 allowed). Consider refactoring.
            Open

                @Override
                public Pair<SameDiffOp,OpContext> getAndParameterizeOp(String opName, FrameIter frameIter, Set<VarId> opInputs, Set<VarId> allIterInputs,
                                                                       Set<String> constAndPhInputs, Map<String, INDArray> placeholderValues, Set<String> allReqVariables, Map<String, SDValue> otherPlaceholders) {
                    SameDiffOp sdo = sameDiff.getOps().get(opName);
                    DifferentialFunction df = sdo.getOp();

            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 mapWeightInitialization has a Cognitive Complexity of 104 (exceeds 5 allowed). Consider refactoring.
            Open

                public static IWeightInit mapWeightInitialization(String kerasInit,
                                                                  KerasLayerConfiguration conf,
                                                                  Map<String, Object> initConfig,
                                                                  int kerasMajorVersion)
                        throws UnsupportedKerasConfigurationException, InvalidKerasConfigurationException {

            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

            MappingRule has 108 methods (exceeds 20 allowed). Consider refactoring.
            Open

              public static final class MappingRule extends
                  org.nd4j.shade.protobuf.GeneratedMessageV3 implements
                  // @@protoc_insertion_point(message_implements:org.nd4j.ir.MappingRule)
                  MappingRuleOrBuilder {
              private static final long serialVersionUID = 0L;

              File AbstractSession.java has 857 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

              /*
               *  ******************************************************************************
               *  *
               *  *
               *  * This program and the accompanying materials are made available under the

                Method fromFlatBuffers has a Cognitive Complexity of 101 (exceeds 5 allowed). Consider refactoring.
                Open

                    public static SameDiff fromFlatBuffers(ByteBuffer bbIn, boolean loadUpdaterState) throws IOException {
                
                        FlatGraph fg = FlatGraph.getRootAsFlatGraph(bbIn);
                
                        int numOps = fg.nodesLength();

                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 walk has a Cognitive Complexity of 100 (exceeds 5 allowed). Consider refactoring.
                Open

                    protected Sequence<V> walk(Vertex<V> node, int cDepth) {
                        Sequence<V> sequence = new Sequence<>();
                
                        int idx = node.vertexID();
                        List<Vertex<V>> vertices = sourceGraph.getConnectedVertices(idx);

                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

                File JavaSourceArgDescriptorSource.java has 832 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                /*
                 *  ******************************************************************************
                 *  *
                 *  *
                 *  * This program and the accompanying materials are made available under the

                  Method preOpExecution has a Cognitive Complexity of 99 (exceeds 5 allowed). Consider refactoring.
                  Open

                      @Override
                      public void preOpExecution(SameDiff sd, At at, SameDiffOp op, OpContext opContext) {
                          if(lastIter != at.iteration()){
                              lastIter = at.iteration();
                              stepThisIter = 0;

                  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 write has a Cognitive Complexity of 99 (exceeds 5 allowed). Consider refactoring.
                  Open

                      @Override
                      public PartitionMetaData write(List<Writable> record) throws IOException {
                          if (!record.isEmpty()) {
                              List<Writable> recordList = record instanceof List ? (List<Writable>) record : new ArrayList<>(record);
                  
                  

                  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

                  File DynamicCustomOp.java has 821 lines of code (exceeds 250 allowed). Consider refactoring.
                  Open

                  /*
                   *  ******************************************************************************
                   *  *
                   *  *
                   *  * This program and the accompanying materials are made available under the

                    File VariationalAutoencoder.java has 818 lines of code (exceeds 250 allowed). Consider refactoring.
                    Open

                    /*
                     *  ******************************************************************************
                     *  *
                     *  *
                     *  * This program and the accompanying materials are made available under the

                      File Nd4jNamespaceGenerator.java has 808 lines of code (exceeds 250 allowed). Consider refactoring.
                      Open

                      /*
                       *  ******************************************************************************
                       *  *
                       *  *
                       *  * This program and the accompanying materials are made available under the

                        File NDBase.java has 790 lines of code (exceeds 250 allowed). Consider refactoring.
                        Open

                        /*
                         *  ******************************************************************************
                         *  *
                         *  *
                         *  * This program and the accompanying materials are made available under the

                          Function ChartScatter has a Cognitive Complexity of 93 (exceeds 5 allowed). Consider refactoring.
                          Open

                          var ChartScatter = (function (_super) {
                              __extends(ChartScatter, _super);
                              function ChartScatter(jsonStr) {
                                  var _this = _super.call(this, ComponentType.ChartScatter, jsonStr) || this;
                                  _this.render = function (appendToObject) {

                          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

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