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Showing 443 of 443 total issues

Line is too long. [82/80]
Open

        raise ArgumentError, "Something is wrong with sigma_init: #{sigma_init}" \
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/snes.rb by rubocop

end at 11, 8 is not aligned with if at 8, 16.
Open

        end
Severity: Minor
Found in lib/machine_learning_workbench/tools/logging.rb by rubocop

This cop checks whether the end keywords are aligned properly.

Three modes are supported through the EnforcedStyleAlignWith configuration parameter:

If it's set to keyword (which is the default), the end shall be aligned with the start of the keyword (if, class, etc.).

If it's set to variable the end shall be aligned with the left-hand-side of the variable assignment, if there is one.

If it's set to start_of_line, the end shall be aligned with the start of the line where the matching keyword appears.

Example: EnforcedStyleAlignWith: keyword (default)

# bad

variable = if true
    end

# good

variable = if true
           end

Example: EnforcedStyleAlignWith: variable

# bad

variable = if true
    end

# good

variable = if true
end

Example: EnforcedStyleAlignWith: startofline

# bad

variable = if true
    end

# good

puts(if true
end)

unexpected token kEND (Using Ruby 2.1 parser; configure using TargetRubyVersion parameter, under AllCops)
Open

end
Severity: Minor
Found in lib/machine_learning_workbench/compressor/vector_quantization.rb by rubocop

Surrounding space missing for operator -.
Open

        ((centr-vec)**2).sum / centr.size
Severity: Minor
Found in lib/machine_learning_workbench/compressor/copy_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. [89/80]
Open

      puts "Ignoring similarity: `simil_type: #{opts[:simil_type]}`" if opts[:simil_type]
Severity: Minor
Found in lib/machine_learning_workbench/compressor/copy_vq.rb by rubocop

Ambiguous block operator. Parenthesize the method arguments if it's surely a block operator, or add a whitespace to the right of the & if it should be a binary AND.
Open

      block_samples.map &:to_na
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

This cop checks for ambiguous operators in the first argument of a method invocation without parentheses.

Example:

# bad

# The `*` is interpreted as a splat operator but it could possibly be
# a `*` method invocation (i.e. `do_something.*(some_array)`).
do_something *some_array

Example:

# good

# With parentheses, there's no ambiguity.
do_something(*some_array)

Line is too long. [106/80]
Open

    MAX_RSEED = 10**Random.new_seed.size # block random seeds to be on the same range as `Random.new_seed`
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

Ternary operators must not be nested. Prefer if or else constructs instead.
Open

      fits.map { |x| x.nan? ? (opt_type==:max ? -1 : 1) * Float::INFINITY : x }
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

Do not use parallel assignment.
Open

      @ndims_lst, @obj_fn, @opt_type, @parallel_fit = ndims_lst, obj_fn, opt_type, parallel_fit
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

Checks for simple usages of parallel assignment. This will only complain when the number of variables being assigned matched the number of assigning variables.

Example:

# bad
a, b, c = 1, 2, 3
a, b, c = [1, 2, 3]

# good
one, two = *foo
a, b = foo()
a, b = b, a

a = 1
b = 2
c = 3

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/rnes.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

Extra empty line detected at class body beginning.
Open


    def train picks: sorted_inds
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/fnes.rb by rubocop

This cops checks if empty lines around the bodies of classes match the configuration.

Example: EnforcedStyle: empty_lines

# good

class Foo

  def bar
    # ...
  end

end

Example: EnforcedStyle: emptylinesexcept_namespace

# good

class Foo
  class Bar

    # ...

  end
end

Example: EnforcedStyle: emptylinesspecial

# good
class Foo

  def bar; end

end

Example: EnforcedStyle: noemptylines (default)

# good

class Foo
  def bar
    # ...
  end
end

Indent when as deep as case.
Open

        when Array
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

Indent when as deep as case.
Open

        when Numeric
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

Line is too long. [82/80]
Open

          raise ArgumentError, "Something is wrong with sigma_init: #{sigma_init}"
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.rb by rubocop

Extra empty line detected at class body beginning.
Open


    attr_reader :variances
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/snes.rb by rubocop

This cops checks if empty lines around the bodies of classes match the configuration.

Example: EnforcedStyle: empty_lines

# good

class Foo

  def bar
    # ...
  end

end

Example: EnforcedStyle: emptylinesexcept_namespace

# good

class Foo
  class Bar

    # ...

  end
end

Example: EnforcedStyle: emptylinesspecial

# good
class Foo

  def bar; end

end

Example: EnforcedStyle: noemptylines (default)

# good

class Foo
  def bar
    # ...
  end
end

Extra empty line detected at class body end.
Open


  end
Severity: Minor
Found in lib/machine_learning_workbench/neural_network/recurrent.rb by rubocop

This cops checks if empty lines around the bodies of classes match the configuration.

Example: EnforcedStyle: empty_lines

# good

class Foo

  def bar
    # ...
  end

end

Example: EnforcedStyle: emptylinesexcept_namespace

# good

class Foo
  class Bar

    # ...

  end
end

Example: EnforcedStyle: emptylinesspecial

# good
class Foo

  def bar; end

end

Example: EnforcedStyle: noemptylines (default)

# good

class Foo
  def bar
    # ...
  end
end

Line is too long. [83/80]
Open

  #   #   A value different than `:both` for param `which` reduces the return size.
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

Use def with parentheses when there are parameters.
Open

    def dims ret: []
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

Use def with parentheses when there are parameters.
Open

    def map dim=0
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

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

          vrange.map &method(:Float)
Severity: Minor
Found in lib/machine_learning_workbench/compressor/vector_quantization.rb by rubocop
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