Module: Legion::Extensions::Agentic::Learning::LearningRate::Runners::LearningRate

Includes:
Helpers::Lex
Included in:
Client
Defined in:
lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb

Instance Method Summary collapse

Instance Method Details

#current_rate(domain: :general) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 41

def current_rate(domain: :general, **)
  rate = rate_model.rate_for(domain)
  accuracy = rate_model.accuracy_for(domain)
  {
    success:  true,
    domain:   domain,
    rate:     rate,
    accuracy: accuracy,
    label:    rate_model.label_for(domain)
  }
end

#fastest_domains(count: 5) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 53

def fastest_domains(count: 5, **)
  domains = rate_model.fastest_domains(count)
  { success: true, domains: domains, count: domains.size }
end

#learning_rate_stats ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 70

def learning_rate_stats(**)
  { success: true, stats: rate_model.to_h }
end

#record_error(magnitude:, domain: :general) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 34

def record_error(magnitude:, domain: :general, **)
  rate_model.record_error(domain: domain, magnitude: magnitude)
  rate = rate_model.rate_for(domain)
  log.debug "[learning_rate] error: domain=#{domain} magnitude=#{magnitude.round(3)} rate=#{rate.round(3)}"
  { success: true, domain: domain, rate: rate, label: rate_model.label_for(domain) }
end

#record_prediction(correct:, domain: :general) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 13

def record_prediction(correct:, domain: :general, **)
  rate_model.record_prediction(domain: domain, correct: correct)
  rate = rate_model.rate_for(domain)
  accuracy = rate_model.accuracy_for(domain)
  log.debug "[learning_rate] prediction: domain=#{domain} correct=#{correct} rate=#{rate.round(3)} accuracy=#{accuracy.round(3)}"
  {
    success:  true,
    domain:   domain,
    rate:     rate,
    accuracy: accuracy,
    label:    rate_model.label_for(domain)
  }
end

#record_surprise(magnitude:, domain: :general) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 27

def record_surprise(magnitude:, domain: :general, **)
  rate_model.record_surprise(domain: domain, magnitude: magnitude)
  rate = rate_model.rate_for(domain)
  log.debug "[learning_rate] surprise: domain=#{domain} magnitude=#{magnitude.round(3)} rate=#{rate.round(3)}"
  { success: true, domain: domain, rate: rate, label: rate_model.label_for(domain) }
end

#slowest_domains(count: 5) ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 58

def slowest_domains(count: 5, **)
  domains = rate_model.slowest_domains(count)
  { success: true, domains: domains, count: domains.size }
end

#update_learning_rate ⇒ Object 



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# File 'lib/legion/extensions/agentic/learning/learning_rate/runners/learning_rate.rb', line 63

def update_learning_rate(**)
  rate_model.decay
  overall = rate_model.overall_rate
  log.debug "[learning_rate] tick: domains=#{rate_model.domain_count} overall=#{overall.round(3)}"
  { success: true, domain_count: rate_model.domain_count, overall_rate: overall }
end