src.learning package

Submodules

• src.learning.pattern_learner module
  • CompletedProject
    • CompletedProject.project_id
    • CompletedProject.name
    • CompletedProject.tasks
    • CompletedProject.completion_date
    • CompletedProject.success_metrics
    • CompletedProject.team_size
    • CompletedProject.duration_days
    • CompletedProject.project_type
    • CompletedProject.__init__()
  • ProjectLearnings
    • ProjectLearnings.estimation_accuracy
    • ProjectLearnings.dependency_patterns
    • ProjectLearnings.workflow_patterns
    • ProjectLearnings.success_factors
    • ProjectLearnings.failure_points
    • ProjectLearnings.team_performance
    • ProjectLearnings.__init__()
  • Pattern
    • Pattern.pattern_id
    • Pattern.pattern_type
    • Pattern.description
    • Pattern.conditions
    • Pattern.recommendations
    • Pattern.confidence
    • Pattern.evidence_count
    • Pattern.last_updated
    • Pattern.__init__()
  • PatternLearner
    • PatternLearner.__init__()
    • PatternLearner.patterns
    • PatternLearner.project_history
    • PatternLearner.learn_from_project()
    • PatternLearner.update_patterns()
    • PatternLearner.calculate_confidence()
    • PatternLearner.get_patterns_for_context()
    • PatternLearner.export_patterns()
    • PatternLearner.import_patterns()
• src.learning.project_pattern_learner module
  • ProjectPattern
    • ProjectPattern.project_id
    • ProjectPattern.project_name
    • ProjectPattern.outcome
    • ProjectPattern.quality_metrics
    • ProjectPattern.team_composition
    • ProjectPattern.velocity_pattern
    • ProjectPattern.task_patterns
    • ProjectPattern.blocker_patterns
    • ProjectPattern.technology_stack
    • ProjectPattern.implementation_patterns
    • ProjectPattern.success_factors
    • ProjectPattern.risk_factors
    • ProjectPattern.extracted_at
    • ProjectPattern.confidence_score
    • ProjectPattern.__init__()
  • TeamPerformanceMetrics
    • TeamPerformanceMetrics.average_velocity
    • TeamPerformanceMetrics.task_completion_rate
    • TeamPerformanceMetrics.blocker_resolution_time
    • TeamPerformanceMetrics.collaboration_score
    • TeamPerformanceMetrics.skill_utilization
    • TeamPerformanceMetrics.agent_performance
    • TeamPerformanceMetrics.__init__()
  • ProjectPatternLearner
    • ProjectPatternLearner.__init__()
    • ProjectPatternLearner.learned_patterns
    • ProjectPatternLearner.learn_from_project()
    • ProjectPatternLearner.find_similar_projects()
    • ProjectPatternLearner.get_recommendations_from_patterns()