Think Reason Learn

Subpackages

• Core
  • Subpackages
    • Core LLM Interface
      • Module contents
      • Type aliases
  • Submodules
  • Utilities
  • Module contents
• GPTree
  • Module contents
    • GPTree
      • GPTree.load()
      • GPTree.advice()
      • GPTree.fit()
      • GPTree.get_node()
      • GPTree.get_questions()
      • GPTree.get_root_id()
      • GPTree.get_training_data()
      • GPTree.predict()
      • GPTree.prune_tree()
      • GPTree.resume_fit()
      • GPTree.save()
      • GPTree.set_tasks()
      • GPTree.stop()
      • GPTree.view_node()
      • GPTree.classes
      • GPTree.critic_instructions_template
      • GPTree.expert_advice
      • GPTree.question_gen_instructions_template
      • GPTree.task_description
      • GPTree.token_usage
    • Node
      • Node.from_dict()
      • Node.children
      • Node.class_distribution
      • Node.cumulative_memory
      • Node.gini
      • Node.id
      • Node.is_leaf
      • Node.label
      • Node.parent_id
      • Node.question
      • Node.questions
      • Node.split_ratios
    • NodeQuestion
      • NodeQuestion.from_dict()
      • NodeQuestion.to_dict()
      • NodeQuestion.choices
      • NodeQuestion.df_column
      • NodeQuestion.question_type
      • NodeQuestion.score
      • NodeQuestion.value
  • Type aliases
    • QuestionType
    • Criterion
• Random Rule Forest (RRF)
  • Module contents
    • QuestionExclusion
      • QuestionExclusion.EXPERT
      • QuestionExclusion.PREDICTION_SIMILARITY
      • QuestionExclusion.SEMANTICS
    • RRF
      • RRF.load()
      • RRF.add_question()
      • RRF.filter_questions_on_pred_similarity()
      • RRF.filter_questions_on_semantics()
      • RRF.fit()
      • RRF.get_answers()
      • RRF.get_questions()
      • RRF.predict()
      • RRF.save()
      • RRF.set_tasks()
      • RRF.update_question_exclusion()
      • RRF.llm_semaphore_limit
      • RRF.question_gen_instructions_template
      • RRF.task_description
      • RRF.token_usage
  • Type aliases
    • EmbeddingModel
    • AnsSimilarityFunc

Package

Think Reason Learn.

An open-source Python library for building interpretable, tree/forest-style decision-making systems powered by large language models (LLMs).