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Showing 443 of 443 total issues

Line is too long. [86/80]
Open

      # Works with the log of sigma to avoid continuous decompositions (thanks Sun Yi)
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.rb by rubocop

Line is too long. [86/80]
Open

  #       :t,           # compute right eigenvectors of A? (left eigenvectors of A**T)
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

Prefer Object#is_a? over Object#kind_of?.
Open

      if first.kind_of? Array
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

This cop enforces consistent use of Object#is_a? or Object#kind_of?.

Example: EnforcedStyle: is_a? (default)

# bad
var.kind_of?(Date)
var.kind_of?(Integer)

# good
var.is_a?(Date)
var.is_a?(Integer)

Example: EnforcedStyle: kind_of?

# bad
var.is_a?(Time)
var.is_a?(String)

# good
var.kind_of?(Time)
var.kind_of?(String)

Missing top-level module documentation comment.
Open

  module Invertable
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

This cop checks for missing top-level documentation of classes and modules. Classes with no body are exempt from the check and so are namespace modules - modules that have nothing in their bodies except classes, other modules, or constant definitions.

The documentation requirement is annulled if the class or module has a "#:nodoc:" comment next to it. Likewise, "#:nodoc: all" does the same for all its children.

Example:

# bad
class Person
  # ...
end

# good
# Description/Explanation of Person class
class Person
  # ...
end

Use def with parentheses when there are parameters.
Open

    def approximates? other, epsilon=1e-5
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

This cops checks for parentheses around the arguments in method definitions. Both instance and class/singleton methods are checked.

Example: EnforcedStyle: require_parentheses (default)

# The `require_parentheses` style requires method definitions
# to always use parentheses

# bad
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

Example: EnforcedStyle: requirenoparentheses

# The `require_no_parentheses` style requires method definitions
# to never use parentheses

# bad
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

Example: EnforcedStyle: requirenoparenthesesexceptmultiline

# The `require_no_parentheses_except_multiline` style prefers no
# parantheses when method definition arguments fit on single line,
# but prefers parantheses when arguments span multiple lines.

# bad
def bar(num1, num2)
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

Missing top-level module documentation comment.
Open

  module Verification
Severity: Minor
Found in lib/machine_learning_workbench/tools/verification.rb by rubocop

This cop checks for missing top-level documentation of classes and modules. Classes with no body are exempt from the check and so are namespace modules - modules that have nothing in their bodies except classes, other modules, or constant definitions.

The documentation requirement is annulled if the class or module has a "#:nodoc:" comment next to it. Likewise, "#:nodoc: all" does the same for all its children.

Example:

# bad
class Person
  # ...
end

# good
# Description/Explanation of Person class
class Person
  # ...
end

Space missing after comma.
Open

      pixels = Norm.feature_scaling narr.cast_to(NArray), to: [0,1]
Severity: Minor
Found in lib/machine_learning_workbench/tools/imaging.rb by rubocop

Checks for comma (,) not followed by some kind of space.

Example:

# bad
[1,2]
{ foo:bar,}

# good
[1, 2]
{ foo:bar, }

Line is too long. [90/80]
Open

    # @param shape [Array] the true shape of the image (numeric matrix could be flattened)
Severity: Minor
Found in lib/machine_learning_workbench/tools/imaging.rb by rubocop

Use def with parentheses when there are parameters.
Open

    def self.narr_to_png narr, fname, shape: nil
Severity: Minor
Found in lib/machine_learning_workbench/tools/imaging.rb by rubocop

This cops checks for parentheses around the arguments in method definitions. Both instance and class/singleton methods are checked.

Example: EnforcedStyle: require_parentheses (default)

# The `require_parentheses` style requires method definitions
# to always use parentheses

# bad
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

Example: EnforcedStyle: requirenoparentheses

# The `require_no_parentheses` style requires method definitions
# to never use parentheses

# bad
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

Example: EnforcedStyle: requirenoparenthesesexceptmultiline

# The `require_no_parentheses_except_multiline` style prefers no
# parantheses when method definition arguments fit on single line,
# but prefers parantheses when arguments span multiple lines.

# bad
def bar(num1, num2)
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

&' interpreted as argument prefix (Using Ruby 2.1 parser; configure usingTargetRubyVersionparameter, underAllCops`)
Open

          simils_abs = simils.map &:abs
Severity: Minor
Found in lib/machine_learning_workbench/compressor/vector_quantization.rb by rubocop

Surrounding space missing for operator /.
Open

      [1.0/(ntrains[centr_idx]*decay+min_den), lower_bound].max
Severity: Minor
Found in lib/machine_learning_workbench/compressor/decaying_learning_rate_vq.rb by rubocop

Checks that operators have space around them, except for ** which should not have surrounding space.

Example:

# bad
total = 3*4
"apple"+"juice"
my_number = 38/4
a ** b

# good
total = 3 * 4
"apple" + "juice"
my_number = 38 / 4
a**b

Line is too long. [95/80]
Open

      centrs[trg_idx, true] = centrs[trg_idx, true] * (1-lrate(trg_idx)) + vec * lrate(trg_idx)
Severity: Minor
Found in lib/machine_learning_workbench/compressor/decaying_learning_rate_vq.rb by rubocop

Space missing after comma.
Open

          NArray.new([1,ndims]).fill mu_init
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/rnes.rb by rubocop

Checks for comma (,) not followed by some kind of space.

Example:

# bad
[1,2]
{ foo:bar,}

# good
[1, 2]
{ foo:bar, }

Indent when as deep as case.
Open

        when NArray
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.rb by rubocop

This cop checks how the whens of a case expression are indented in relation to its case or end keyword.

It will register a separate offense for each misaligned when.

Example:

# If Layout/EndAlignment is set to keyword style (default)
# *case* and *end* should always be aligned to same depth,
# and therefore *when* should always be aligned to both -
# regardless of configuration.

# bad for all styles
case n
  when 0
    x * 2
  else
    y / 3
end

# good for all styles
case n
when 0
  x * 2
else
  y / 3
end

Example: EnforcedStyle: case (default)

# if EndAlignment is set to other style such as
# start_of_line (as shown below), then *when* alignment
# configuration does have an effect.

# bad
a = case n
when 0
  x * 2
else
  y / 3
end

# good
a = case n
    when 0
      x * 2
    else
      y / 3
end

Example: EnforcedStyle: end

# bad
a = case n
    when 0
      x * 2
    else
      y / 3
end

# good
a = case n
when 0
  x * 2
else
  y / 3
end

Use nested module/class definitions instead of compact style.
Open

module MachineLearningWorkbench::Optimizer::NaturalEvolutionStrategies
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/snes.rb by rubocop

This cop checks the style of children definitions at classes and modules. Basically there are two different styles:

Example: EnforcedStyle: nested (default)

# good
# have each child on its own line
class Foo
  class Bar
  end
end

Example: EnforcedStyle: compact

# good
# combine definitions as much as possible
class Foo::Bar
end

The compact style is only forced for classes/modules with one child.

Use def with parentheses when there are parameters.
Open

    def initialize_distribution mu_init: 0, sigma_init: 1
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/snes.rb by rubocop

This cops checks for parentheses around the arguments in method definitions. Both instance and class/singleton methods are checked.

Example: EnforcedStyle: require_parentheses (default)

# The `require_parentheses` style requires method definitions
# to always use parentheses

# bad
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

Example: EnforcedStyle: requirenoparentheses

# The `require_no_parentheses` style requires method definitions
# to never use parentheses

# bad
def bar(num1, num2)
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

Example: EnforcedStyle: requirenoparenthesesexceptmultiline

# The `require_no_parentheses_except_multiline` style prefers no
# parantheses when method definition arguments fit on single line,
# but prefers parantheses when arguments span multiple lines.

# bad
def bar(num1, num2)
  num1 + num2
end

def foo descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name
  do_something
end

# good
def bar num1, num2
  num1 + num2
end

def foo(descriptive_var_name,
        another_descriptive_var_name,
        last_descriptive_var_name)
  do_something
end

Line is too long. [81/80]
Open

    # NOTE: this indexing is not consistent with NArray, which uses 0 to indicate
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

Line is too long. [90/80]
Open

# require 'nmatrix/lapack_plugin' # loads whichever is installed between atlas and lapacke
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

Missing top-level module documentation comment.
Open

  module NumericallyApproximatable
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

This cop checks for missing top-level documentation of classes and modules. Classes with no body are exempt from the check and so are namespace modules - modules that have nothing in their bodies except classes, other modules, or constant definitions.

The documentation requirement is annulled if the class or module has a "#:nodoc:" comment next to it. Likewise, "#:nodoc: all" does the same for all its children.

Example:

# bad
class Person
  # ...
end

# good
# Description/Explanation of Person class
class Person
  # ...
end

Line is too long. [82/80]
Open

    # @param per_column [bool] wheather to compute stats per-column or matrix-wise
Severity: Minor
Found in lib/machine_learning_workbench/tools/normalization.rb by rubocop
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