class

Ai4cr::Breed::Manager(T)

Inherits JSON::Serializable / Reference / Object

Constants

CHARTER = begin min = 0.0 max = 1.0 precision = 2.to_i8 in_bw = true reversed = false AsciiBarCharter.new(min: min, max: max, precision: precision, in_bw: in_bw, inverted_colors: reversed) end

CHARTER = AsciiBarCharter.new(0.0, 1.0, 2.to_i8, true, false)

HIGH_ENOUGH_ERROR_DISTANCE_FOR_REPLACEMENT = Math.sqrt(Float64::HIGH_ENOUGH_FOR_NETS)

HIGH_ENOUGH_ERROR_DISTANCE_FOR_REPLACEMENT = 1e4 # TODO: Probably should base this on some factor of the number of outputs.

MAX_MEMBERS_DEFAULT = QTY_NEW_MEMBERS_DEFAULT
PURGE_ERROR_LIMIT_SCALE = 1
QTY_NEW_MEMBERS_DEFAULT = 10
STEP_MAJOR = 4 * STEP_MINOR
STEP_MINOR = 4
STEP_SAVE = 4 * STEP_MAJOR

Constructors

new(pull : JSON::PullParser)
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new(*, __pull_for_json_serializable pull : JSON::PullParser)
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Class methods

counter
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Instance methods

auto_save(team_members, i)
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breed(parent_a : T, parent_b : T, delta = 0.5)
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breed_counter_tick
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breed_id_and_delta(child, birth_id, parent_a, parent_b, delta)
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breed_validations(parent_a : T, parent_b : T, delta)
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build_team
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build_team(qty_new_members : Int32, **params) : Array(T)
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copy_and_mix(parent_a, parent_b, delta)
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counter
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counter_reset(value = 0)
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create
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cross_breed(team_members : Array(T))
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estimate_better_delta(error_a : Float64, error_b : Float64)
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estimate_better_delta(ancestor_a : T, ancestor_b : T)
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eval_team(team_members, inputs)
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eval_team_in_parallel(team_members, inputs)
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eval_team_in_parallel_using_sequence(team_members, inputs_sequence)
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gen_params
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log_before_vs_after(beginning, before, i, i_max, verbose)
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log_correct_guess_stats(tc_size, i, max_hists, team_members, list, recent_hists, verbose)
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log_summary_info(member, i, j)
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mix_nested_parts(parent_a_part, parent_b_part, delta)
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mix_one_part_number(parent_a_part : Number, parent_b_part : Number, delta)
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mix_one_part_string(parent_a_part : String, parent_b_part : String, delta)
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mix_parts(child : T, parent_a : T, parent_b : T, delta)

abstract

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parts_to_copy(parent_a : T, parent_b : T, delta)
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sort_members(team_members)

def pick_to_members(team_members, max_members)

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sort_purge_replace(max_members, team_members, purge_error_limit, i, tc_size, max_hists, list, recent_hists, verbose)
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train_team(inputs, outputs, team_members : Array(T), max_members = MAX_MEMBERS_DEFAULT, train_qty = 1, and_cross_breed = true)
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train_team_in_parallel(inputs, outputs, team_members, train_qty)
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train_team_using_sequence(inputs_sequence, outputs_sequence, team_members : Array(T), io_set_text_file : Ai4cr::Utils::IoData::Abstract | Nil, max_members = MAX_MEMBERS_DEFAULT, train_qty = 1, and_cross_breed = true, purge_error_limit = -1, verbose = true)
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update_member_comparisons(io_set_text_file, inputs, outputs, member, tc_size, training_set_seq, mem_seq, verbose)
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update_member_correct_comparisons(output_str_matches, tc_size, member)
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update_member_output_comparisons(io_set_text_file, outputs, member)
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