Index A | C | D | E | F | G | I | L | M | N | O | P | Q | R | S | T | U | V | X A add_question() (RRF method) advice() (GPTree method) AnsSimilarityFunc (in module think_reason_learn.rrf._types) ANTHROPIC_NOT_GIVEN (NotGiven attribute) AnthropicChoiceDict (class in think_reason_learn.core.llms) append() (TokenCounter method) average_confidence (LLMResponse property) C callers (TokenCount attribute) children (Node attribute) choices (NodeQuestion attribute) class_distribution (Node attribute) classes (GPTree property) Criterion (in module think_reason_learn.gptree._types) critic_instructions_template (GPTree property) cumulative_memory (Node attribute) D df_column (NodeQuestion attribute) E EmbeddingModel (in module think_reason_learn.rrf._types) EXPERT (QuestionExclusion attribute) expert_advice (GPTree property) F filter_questions_on_pred_similarity() (RRF method) filter_questions_on_semantics() (RRF method) fit() (GPTree method) (RRF method) from_dict() (Node class method) (NodeQuestion class method) (TokenCount class method) (TokenCounter class method) G get_answers() (RRF method) get_node() (GPTree method) get_questions() (GPTree method) (RRF method) get_root_id() (GPTree method) get_training_data() (GPTree method) gini (Node attribute) GoogleChoiceDict (class in think_reason_learn.core.llms) GPTree (class in think_reason_learn.gptree) I id (Node attribute) is_leaf (Node property) is_min_estimate (TokenCount attribute) L label (Node attribute) LLM (class in think_reason_learn.core.llms) llm (in module think_reason_learn.core.llms) llm_semaphore_limit (RRF property) LLMChoice (in module think_reason_learn.core.llms._schemas) LLMChoiceDict (in module think_reason_learn.core.llms._schemas) LLMChoiceModel (in module think_reason_learn.core.llms._schemas) load() (GPTree class method) (RRF class method) logprobs (LLMResponse attribute) M model (AnthropicChoice attribute) (AnthropicChoiceDict attribute) (GoogleChoice attribute) (GoogleChoiceDict attribute) (OpenAIChoice attribute) (OpenAIChoiceDict attribute) (TokenCount attribute) (XAIChoice attribute) (XAIChoiceDict attribute) module think_reason_learn think_reason_learn.core think_reason_learn.core.llms think_reason_learn.core.utils think_reason_learn.gptree think_reason_learn.rrf N Node (class in think_reason_learn.gptree) NodeQuestion (class in think_reason_learn.gptree) NotGiven (class in think_reason_learn.core.llms) number_of_calls (TokenCount attribute) O OPENAI_NOT_GIVEN (NotGiven attribute) OpenAIChoiceDict (class in think_reason_learn.core.llms) P parent_id (Node attribute) predict() (GPTree method) (RRF method) PREDICTION_SIMILARITY (QuestionExclusion attribute) provider (AnthropicChoice attribute) (AnthropicChoiceDict attribute) (GoogleChoice attribute) (GoogleChoiceDict attribute) (OpenAIChoice attribute) (OpenAIChoiceDict attribute) (TokenCount attribute) (XAIChoice attribute) (XAIChoiceDict attribute) provider_model (LLMResponse attribute) prune_tree() (GPTree method) Q question (Node attribute) question_gen_instructions_template (GPTree property) (RRF property) question_type (NodeQuestion attribute) QuestionExclusion (class in think_reason_learn.rrf) questions (Node attribute) QuestionType (in module think_reason_learn.gptree._types) R respond() (LLM method) respond_sync() (LLM method) response (LLMResponse attribute) resume_fit() (GPTree method) RRF (class in think_reason_learn.rrf) S save() (GPTree method) (RRF method) score (NodeQuestion attribute) SEMANTICS (QuestionExclusion attribute) set_tasks() (GPTree method) (RRF method) split_ratios (Node attribute) stop() (GPTree method) T task_description (GPTree property) (RRF property) think_reason_learn module think_reason_learn.core module think_reason_learn.core.llms module think_reason_learn.core.utils module think_reason_learn.gptree module think_reason_learn.rrf module to_dict() (NodeQuestion method) (TokenCount method) (TokenCounter method) token_counts (TokenCounter attribute) token_usage (GPTree property) (RRF property) TokenCount (class in think_reason_learn.core.llms) TokenCounter (class in think_reason_learn.core.llms) total_tokens (LLMResponse attribute) U update_question_exclusion() (RRF method) V value (NodeQuestion attribute) (TokenCount attribute) view_node() (GPTree method) X XAIChoiceDict (class in think_reason_learn.core.llms)