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 {- Read upRead up
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 135 lines of code (exceeds 25 allowed). Consider refactoring. Open
public static IWeightInit mapWeightInitialization(String kerasInit,
KerasLayerConfiguration conf,
Map<String, Object> initConfig,
int kerasMajorVersion)
throws UnsupportedKerasConfigurationException, InvalidKerasConfigurationException {Method getWeightInitFromConfig has 30 lines of code (exceeds 25 allowed). Consider refactoring. Open
public static IWeightInit getWeightInitFromConfig(Map<String, Object> layerConfig, String initField,
boolean enforceTrainingConfig,
KerasLayerConfiguration conf,
int kerasMajorVersion)
throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException {Method getWeightInitFromConfig has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
public static IWeightInit getWeightInitFromConfig(Map<String, Object> layerConfig, String initField,
boolean enforceTrainingConfig,
KerasLayerConfiguration conf,
int kerasMajorVersion)
throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException {- Read upRead up
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 getWeightInitFromConfig has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
public static IWeightInit getWeightInitFromConfig(Map<String, Object> layerConfig, String initField,
boolean enforceTrainingConfig,
KerasLayerConfiguration conf,
int kerasMajorVersion)Avoid too many return statements within this method. Open
return new WeightInitIdentity();Avoid too many return statements within this method. Open
return WeightInit.RELU.getWeightInitFunction();Avoid too many return statements within this method. Open
return new WeightInitVarScalingNormalFanAvg(scale);Avoid too many return statements within this method. Open
return new WeightInitDistribution(new TruncatedNormalDistribution(mean, stdDev));Avoid too many return statements within this method. Open
return new WeightInitIdentity(scale);Avoid too many return statements within this method. Open
return new WeightInitDistribution(new UniformDistribution(minVal, maxVal));Avoid too many return statements within this method. Open
return new WeightInitDistribution(new NormalDistribution(0, scale));Avoid too many return statements within this method. Open
return WeightInit.XAVIER_UNIFORM.getWeightInitFunction();Avoid too many return statements within this method. Open
return new WeightInitDistribution(new NormalDistribution(mean, stdDev));Avoid too many return statements within this method. Open
return new WeightInitDistribution(new UniformDistribution(-scale, scale));Avoid too many return statements within this method. Open
return new WeightInitDistribution(new OrthogonalDistribution(gain));Avoid too many return statements within this method. Open
return WeightInit.ONES.getWeightInitFunction();Avoid too many return statements within this method. Open
return WeightInit.LECUN_UNIFORM.getWeightInitFunction();Avoid too many return statements within this method. Open
return new WeightInitIdentity();Avoid too many return statements within this method. Open
return new WeightInitDistribution(new OrthogonalDistribution(scale));Avoid too many return statements within this method. Open
return new WeightInitDistribution(new ConstantDistribution(value));Avoid too many return statements within this method. Open
return WeightInit.LECUN_NORMAL.getWeightInitFunction();Avoid too many return statements within this method. Open
return new WeightInitVarScalingUniformFanAvg(scale);Avoid too many return statements within this method. Open
return WeightInit.RELU_UNIFORM.getWeightInitFunction();Avoid too many return statements within this method. Open
return new WeightInitIdentity(gain);Avoid too many return statements within this method. Open
return WeightInit.ZERO.getWeightInitFunction();Avoid too many return statements within this method. Open
return WeightInit.XAVIER.getWeightInitFunction();Similar blocks of code found in 3 locations. Consider refactoring. Open
if (kerasMajorVersion == 2) {
double mean = (double) initConfig.get(conf.getLAYER_FIELD_INIT_MEAN());
double stdDev = (double) initConfig.get(conf.getLAYER_FIELD_INIT_STDDEV());
return new WeightInitDistribution(new NormalDistribution(mean, stdDev));
} else {- Read upRead up
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 44.
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
- Extract Method
- Extract Class
- Form Template Method
- Introduce Null Object
- Pull Up Method
- Pull Up Field
- Substitute Algorithm
Further Reading
- Don't Repeat Yourself on the C2 Wiki
- Duplicated Code on SourceMaking
- Refactoring: Improving the Design of Existing Code by Martin Fowler. Duplicated Code, p76
Similar blocks of code found in 3 locations. Consider refactoring. Open
if (kerasMajorVersion == 2) {
double minVal = (double) initConfig.get(conf.getLAYER_FIELD_INIT_MINVAL());
double maxVal = (double) initConfig.get(conf.getLAYER_FIELD_INIT_MAXVAL());
return new WeightInitDistribution(new UniformDistribution(minVal, maxVal));
} else {- Read upRead up
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 44.
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
- Extract Method
- Extract Class
- Form Template Method
- Introduce Null Object
- Pull Up Method
- Pull Up Field
- Substitute Algorithm
Further Reading
- Don't Repeat Yourself on the C2 Wiki
- Duplicated Code on SourceMaking
- Refactoring: Improving the Design of Existing Code by Martin Fowler. Duplicated Code, p76
Similar blocks of code found in 3 locations. Consider refactoring. Open
kerasInit.equals(conf.getINIT_TRUNCATED_NORMAL_ALIAS())) {
double mean = (double) initConfig.get(conf.getLAYER_FIELD_INIT_MEAN());
double stdDev = (double) initConfig.get(conf.getLAYER_FIELD_INIT_STDDEV());
return new WeightInitDistribution(new TruncatedNormalDistribution(mean, stdDev));
} else if (kerasInit.equals(conf.getINIT_IDENTITY()) ||- Read upRead up
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 44.
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
- Extract Method
- Extract Class
- Form Template Method
- Introduce Null Object
- Pull Up Method
- Pull Up Field
- Substitute Algorithm
Further Reading
- Don't Repeat Yourself on the C2 Wiki
- Duplicated Code on SourceMaking
- Refactoring: Improving the Design of Existing Code by Martin Fowler. Duplicated Code, p76
Similar blocks of code found in 2 locations. Consider refactoring. Open
try {
gain = (double) initConfig.get(conf.getLAYER_FIELD_INIT_GAIN());
} catch (Exception e) {
gain = (int) initConfig.get(conf.getLAYER_FIELD_INIT_GAIN());
}- Read upRead up
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 40.
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
- Extract Method
- Extract Class
- Form Template Method
- Introduce Null Object
- Pull Up Method
- Pull Up Field
- Substitute Algorithm
Further Reading
- Don't Repeat Yourself on the C2 Wiki
- Duplicated Code on SourceMaking
- Refactoring: Improving the Design of Existing Code by Martin Fowler. Duplicated Code, p76
Similar blocks of code found in 2 locations. Consider refactoring. Open
try {
scale = (double) initConfig.get(conf.getLAYER_FIELD_INIT_SCALE());
} catch (Exception e) {
scale = (int) initConfig.get(conf.getLAYER_FIELD_INIT_SCALE());
}- Read upRead up
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 40.
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
- Extract Method
- Extract Class
- Form Template Method
- Introduce Null Object
- Pull Up Method
- Pull Up Field
- Substitute Algorithm
Further Reading
- Don't Repeat Yourself on the C2 Wiki
- Duplicated Code on SourceMaking
- Refactoring: Improving the Design of Existing Code by Martin Fowler. Duplicated Code, p76