deeplearning4j/deeplearning4j

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

Open

    @Deprecated
    public static WordVectors loadTxtVectors(@NonNull InputStream stream, boolean skipFirstLine) throws IOException {
        AbstractCache<VocabWord> cache = new AbstractCache.Builder<VocabWord>().build();

        BufferedReader reader = new BufferedReader(new InputStreamReader(stream));

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

Open

        public ComputationGraphConfiguration build() {

            ComputationGraphConfiguration conf = buildConfig();
            conf.validate(allowDisconnected, allowNoOutput); //throws exception for invalid configuration

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

Open

    protected void initializeConstraints(Builder<?> builder) {
        //Note: this has to be done AFTER all constructors have finished - otherwise the required
        // fields may not yet be set yet
        List<LayerConstraint> allConstraints = new ArrayList<>();
        if (builder.allParamConstraints != null && !initializer().paramKeys(this).isEmpty()) {

Method handleL1L2BackwardCompatibility has 28 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    protected void handleL1L2BackwardCompatibility(BaseLayer baseLayer, ObjectNode on){
        if(on != null && (on.has("l1") || on.has("l2"))){
            //Legacy format JSON
            baseLayer.setRegularization(new ArrayList<Regularization>());
            baseLayer.setRegularizationBias(new ArrayList<Regularization>());

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

Open

    protected List<INDArray> getMinibatchDivisionSubsets(INDArray from){
        from = from.reshape(from.length());
        List<INDArray> out = new ArrayList<>();
        long paramsSoFar = 0;
        long currentStart = 0;

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

Open

        public MultiLayerNetwork build() {

            if (!prepDone) {
                doPrep();
            }

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

Open

    public void pretrainLayer(int layerIdx, DataSetIterator iter, int numEpochs) {
        Preconditions.checkState(numEpochs > 0, "Number of epochs (%s) must be a positive number", numEpochs);

        if (flattenedGradients == null) {
            initGradientsView();

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

Open

    private ElementWiseVertex.Op getMergeMode(Map<String, Object> layerConfig)
            throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException {
        Map<String, Object> innerConfig = KerasLayerUtils.getInnerLayerConfigFromConfig(layerConfig, conf);
        if (!innerConfig.containsKey(LAYER_FIELD_MODE))
            throw new InvalidKerasConfigurationException(

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

Open

    fun createFuncAndContext(opName: String,
                             irGraph: IRGraph<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>,
                             opMappingRegistry: OpMappingRegistry<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, DATA_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE>,
                             sameDiff: SameDiff,
                             nodeName: String,

Function getComponent has 28 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    public static getComponent(jsonStr: string): Renderable {

        var json: any = JSON.parse(jsonStr);
        var key: string;
        if(json["componentType"]) key = json["componentType"];  //No wrapper object case...

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

Open

            @Override
            public boolean hasNext() {
                if (resetPending.get()) {
                    if (resetSupported()) {
                        backedIterator.reset();

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

Open

            @Override
            public boolean hasNext() {
                if (resetPending.get()) {
                    if (resetSupported()) {
                        backedIterator.reset();

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

Open

    public Map<K, V> toSingleValueMap() {
        LinkedHashMap singleValueMap = new LinkedHashMap(this.targetMap.size());
        Iterator i$ = this.targetMap.entrySet().iterator();

        while (i$.hasNext()) {

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

Open

        public Map<K, V> toSingleValueMap() {
            LinkedHashMap singleValueMap = new LinkedHashMap(this.map.size());
            Iterator i$ = this.map.entrySet().iterator();

            while (i$.hasNext()) {

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

Open

    @Override
    public int hashCode() {
        int result = 23;
        result = 31 * result + (allowMultipleEdges ? 1 : 0);
        result = 31 * result + Arrays.hashCode(edges);

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

Open

    public static File createTempFile(String prefix, String suffix) {
        String p = System.getProperty(ND4JSystemProperties.ND4J_TEMP_DIR_PROPERTY);
        try {
            if (p == null || p.isEmpty()) {
                return File.createTempFile(prefix, suffix);

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

Open

    public static File createTempFile(String prefix, String suffix) {
        String p = System.getProperty(DL4JSystemProperties.DL4J_TEMP_DIR_PROPERTY);
        try {
            if (p == null || p.isEmpty()) {
                return File.createTempFile(prefix, suffix);

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

Open

    @Override
    public int hashCode() {
        int result = 23;
        result = 31 * result + (allowMultipleEdges ? 1 : 0);
        result = 31 * result + Arrays.hashCode(edges);

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

Open

    public static INDArray amin(INDArray x, INDArray y, INDArray z, long... dimensions) {
        if(dimensions == null || dimensions.length == 0  || y.isScalar()) {
            validateShapesNoDimCase(x,y,z);
            return Nd4j.getExecutioner().exec(new AMin(x,y,z));
        }

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

Open

    public static INDArray copy(INDArray x, INDArray y, INDArray z, long... dimensions) {
        if(dimensions == null || dimensions.length == 0  || y.isScalar()) {
            validateShapesNoDimCase(x,y,z);
            return Nd4j.getExecutioner().exec(new CopyOp(x,y,z));
        }

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