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Line is too long. [90/80]
Open

    # @param ndims_lst [Array<Integer>] list of sizes for each block in the block-diagonal
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

Line is too long. [88/80]
Open

    #    matrix. Note: entire (reconstructed) individuals will be passed to the `obj_fn`
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

Use def with parentheses when there are parameters.
Open

    def load data
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

Space missing after colon.
Open

      row_norms = NLinalg.norm picks, 2, axis:1
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/rnes.rb by rubocop

Checks for colon (:) not followed by some kind of space. N.B. this cop does not handle spaces after a ternary operator, which are instead handled by Layout/SpaceAroundOperators.

Example:

# bad
def f(a:, b:2); {a:3}; end

# good
def f(a:, b: 2); {a: 3}; end

Use def with parentheses when there are parameters.
Open

    def train picks: sorted_inds
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

Use def with parentheses when there are parameters.
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 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

end at 37, 6 is not aligned with case at 26, 15.
Open

      end
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.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)

Use Array.new(ndims) with a block instead of .times.map only if ndims is always 0 or more.
Open

          NArray[*ndims.times.map { mu_rng.rand mu_init }]
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.rb by rubocop

This cop checks for .times.map calls. In most cases such calls can be replaced with an explicit array creation.

Example:

# bad
9.times.map do |i|
  i.to_s
end

# good
Array.new(9) do |i|
  i.to_s
end

Space missing after comma.
Open

          m.each_stored_with_indices do |_,*idxs|
Severity: Minor
Found in lib/machine_learning_workbench/monkey.rb by rubocop

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

Example:

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

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

Space missing after comma.
Open

    def self.feature_scaling narr, from: nil, to: [0,1]
Severity: Minor
Found in lib/machine_learning_workbench/tools/normalization.rb by rubocop

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

Example:

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

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

Incorrect indentation detected (column 6 instead of 0).
Open

      # training the novelty signal changes!
Severity: Minor
Found in lib/machine_learning_workbench/compressor/incr_dict_vq.rb by rubocop

This cops checks the indentation of comments.

Example:

# bad
  # comment here
def method_name
end

  # comment here
a = 'hello'

# yet another comment
  if true
    true
  end

# good
# comment here
def method_name
end

# comment here
a = 'hello'

# yet another comment
if true
  true
end

Extra empty line detected at class body beginning.
Open


    attr_reader :equal_simil
Severity: Minor
Found in lib/machine_learning_workbench/compressor/incr_dict_vq.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

Surrounding space missing for operator -.
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

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

Surrounding space missing for operator ==.
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

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

Do not use spaces between -> and opening brace in lambda literals
Open

      block_fit = -> (*args) { raise "Should never be called" }
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

This cop checks for spaces between -> and opening parameter brace in lambda literals.

Example: EnforcedStyle: requirenospace (default)

# bad
  a = -> (x, y) { x + y }

  # good
  a = ->(x, y) { x + y }

Example: EnforcedStyle: require_space

# bad
  a = ->(x, y) { x + y }

  # good
  a = -> (x, y) { x + y }

Unused block argument - args. If it's necessary, use _ or _args as an argument name to indicate that it won't be used. Also consider using a proc without arguments instead of a lambda if you want it to accept any arguments but don't care about them.
Open

      fit = -> (*args) { raise "Should never be called" }
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/bdnes.rb by rubocop

This cop checks for unused block arguments.

Example:

# bad

do_something do |used, unused|
  puts used
end

do_something do |bar|
  puts :foo
end

define_method(:foo) do |bar|
  puts :baz
end

Example:

#good

do_something do |used, _unused|
  puts used
end

do_something do
  puts :foo
end

define_method(:foo) do |_bar|
  puts :baz
end

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

      raise ArgumentError, "minimum popsize 5 for default utilities" if popsize&.<(5) && utilities.nil?
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/base.rb by rubocop

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

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

      @mu, @log_sigma = data.map &:to_na
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.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)

end at 25, 6 is not aligned with case at 9, 12.
Open

      end
Severity: Minor
Found in lib/machine_learning_workbench/optimizer/natural_evolution_strategies/xnes.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)
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