Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __len__() (lczerolens.data.PuzzleData method) _backpropagate_() (lczerolens.search.MCTS method) _call_module() (lczerolens.LczeroModel method) (lczerolens.model.ForceValue method) (lczerolens.model.LczeroModel method) _compute_value (lczerolens.model.ForceValue attribute) _evaluate_() (lczerolens.search.MCTS method) _flow_type (lczerolens.model.Flow property) (lczerolens.model.MlhFlow attribute) (lczerolens.model.PolicyFlow attribute) (lczerolens.model.ValueFlow attribute) (lczerolens.model.WdlFlow attribute) _get_batched_stats() (lczerolens.sampling.ModelSampler method) _get_m_values() (lczerolens.sampling.ModelSampler method) _get_output_names() (lczerolens.LczeroModel static method) (lczerolens.model.ForceValue static method) (lczerolens.model.LczeroModel static method) _get_p_values() (lczerolens.sampling.ModelSampler method) _get_q_values() (lczerolens.sampling.ModelSampler method) _heuristic (lczerolens.sampling.MCTSSampler attribute) _initialized (lczerolens.search.Node attribute) _model (lczerolens.search.ModelHeuristic attribute) _policy (lczerolens.search.Node attribute) _repr_svg_() (lczerolens.data.PuzzleData method) _select_() (lczerolens.search.MCTS method) _use_callback() (lczerolens.sampling.ModelSampler method) _value (lczerolens.search.Node attribute) _wdl_index (lczerolens.model.ForceValue attribute) A activation (lczerolens.search.MaterialHeuristic attribute) alpha (lczerolens.sampling.ModelSampler attribute) AndBinaryConcept (class in lczerolens.concepts) B BestLegalMove (class in lczerolens.concepts) beta (lczerolens.sampling.ModelSampler attribute) BinaryConcept (class in lczerolens.concepts) black (lczerolens.sampling.SelfPlay attribute) board (lczerolens.search.Node attribute) board_collate_fn() (lczerolens.data.BoardData static method) board_from_backend() (in module lczerolens.backends) board_move_generator() (lczerolens.data.PuzzleData method) BoardData (class in lczerolens.data) book_exit (lczerolens.data.GameData attribute), [1] C c_puct (lczerolens.search.MCTS attribute) children (lczerolens.search.Node attribute) choose_move() (lczerolens.sampling.MCTSSampler method) (lczerolens.sampling.ModelSampler method) (lczerolens.sampling.Sampler method) collate_fn() (lczerolens.data.GameData static method) columns_to_rows() (in module lczerolens.data) compute_label() (lczerolens.concepts.AndBinaryConcept method) (lczerolens.concepts.BestLegalMove method) (lczerolens.concepts.Concept method) (lczerolens.concepts.HasMaterialAdvantage method) (lczerolens.concepts.HasMateThreat method) (lczerolens.concepts.HasPiece method) (lczerolens.concepts.HasThreat method) (lczerolens.concepts.NullConcept method) (lczerolens.concepts.OrBinaryConcept method) (lczerolens.concepts.PieceBestLegalMove method) compute_metrics() (lczerolens.concepts.BinaryConcept static method) (lczerolens.concepts.Concept static method) (lczerolens.concepts.ContinuousConcept static method) (lczerolens.concepts.MulticlassConcept static method) (lczerolens.data.PuzzleData static method) Concept (class in lczerolens.concepts) concept_collate_fn() (lczerolens.data.BoardData static method) concept_init_grad() (lczerolens.data.BoardData static method) concepts (lczerolens.concepts.AndBinaryConcept attribute) (lczerolens.concepts.OrBinaryConcept attribute) ContinuousConcept (class in lczerolens.concepts) convert_to_leela() (in module lczerolens.backends) convert_to_onnx() (in module lczerolens.backends) D decode_move() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) default_piece_values (lczerolens.search.MaterialHeuristic attribute) describenet() (in module lczerolens.backends) draw_score (lczerolens.sampling.ModelSampler attribute) E encode_move() (lczerolens.board.LczeroBoard static method) (lczerolens.LczeroBoard static method) evaluate() (lczerolens.data.PuzzleData method) (lczerolens.search.Heuristic method) (lczerolens.search.MaterialHeuristic method) (lczerolens.search.ModelHeuristic method) (lczerolens.search.RandomHeuristic method) evaluate_multiple() (lczerolens.data.PuzzleData class method) F fen (lczerolens.data.BoardData attribute), [1] (lczerolens.data.PuzzleData attribute), [1] Flow (class in lczerolens.model) ForceValue (class in lczerolens.model) forward() (lczerolens.LczeroModel method) (lczerolens.model.LczeroModel method) from_dict() (lczerolens.data.GameData class method) (lczerolens.data.PuzzleData class method) from_hf() (lczerolens.LczeroModel class method) (lczerolens.model.LczeroModel class method) from_model() (lczerolens.LczeroModel class method) (lczerolens.model.LczeroModel class method) from_onnx_path() (lczerolens.LczeroModel class method) (lczerolens.model.LczeroModel class method) from_path() (lczerolens.LczeroModel class method) (lczerolens.model.LczeroModel class method) from_square (in module lczerolens.constants) from_torch_path() (lczerolens.LczeroModel class method) (lczerolens.model.LczeroModel class method) G game_url (lczerolens.data.PuzzleData attribute), [1] GameData (class in lczerolens.data) gameid (lczerolens.data.BoardData attribute), [1] (lczerolens.data.GameData attribute), [1] gamma (lczerolens.sampling.ModelSampler attribute) generic_command() (in module lczerolens.backends) get_dataset_feature() (lczerolens.concepts.BinaryConcept static method) (lczerolens.concepts.Concept static method) (lczerolens.concepts.ContinuousConcept static method) (lczerolens.concepts.MulticlassConcept static method) get_dataset_features() (lczerolens.data.BoardData static method) (lczerolens.data.GameData static method) (lczerolens.data.PuzzleData static method) get_legal_indices() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) get_next_legal_boards() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) get_next_moves() (lczerolens.sampling.Sampler method) get_piece_index() (lczerolens.board.LczeroBoard static method) (lczerolens.LczeroBoard static method) get_plane_order() (lczerolens.board.LczeroBoard static method) (lczerolens.LczeroBoard static method) get_utilities() (lczerolens.sampling.MCTSSampler method) (lczerolens.sampling.ModelSampler method) (lczerolens.sampling.PolicySampler method) (lczerolens.sampling.RandomSampler method) (lczerolens.sampling.Sampler method) H HasMaterialAdvantage (class in lczerolens.concepts) HasMateThreat (class in lczerolens.concepts) HasPiece (class in lczerolens.concepts) HasThreat (class in lczerolens.concepts) Heuristic (class in lczerolens.search) HISTORY_PLANE_NAMES (in module lczerolens.constants) I initial_board (lczerolens.data.PuzzleData property) initial_move (lczerolens.data.PuzzleData attribute), [1] initialized (lczerolens.search.Node property) INPUT_CLASSICAL_112_PLANE (lczerolens.board.InputEncoding attribute) INPUT_CLASSICAL_112_PLANE_NO_HISTORY_REPEATED (lczerolens.board.InputEncoding attribute) INPUT_CLASSICAL_112_PLANE_NO_HISTORY_ZEROS (lczerolens.board.InputEncoding attribute) INPUT_CLASSICAL_112_PLANE_REPEATED (lczerolens.board.InputEncoding attribute) InputEncoding (class in lczerolens.board) INVERTED_FROM_INDEX (in module lczerolens.constants) INVERTED_POLICY_INDEX (in module lczerolens.constants) INVERTED_TO_INDEX (in module lczerolens.constants) is_terminal (lczerolens.search.Node attribute) K k_0 (lczerolens.sampling.ModelSampler attribute) k_1 (lczerolens.sampling.ModelSampler attribute) k_2 (lczerolens.sampling.ModelSampler attribute) L label (lczerolens.data.BoardData attribute), [1] LczeroBoard (class in lczerolens) (class in lczerolens.board) lczerolens module lczerolens.backends module lczerolens.board module lczerolens.concepts module lczerolens.constants module lczerolens.data module lczerolens.model module lczerolens.sampling module lczerolens.search module LczeroModel (class in lczerolens) (class in lczerolens.model) legal_moves (lczerolens.search.Node attribute) M m_max (lczerolens.sampling.ModelSampler attribute) m_slope (lczerolens.sampling.ModelSampler attribute) MaterialHeuristic (class in lczerolens.search) MCTS (class in lczerolens.search) mcts (lczerolens.sampling.MCTSSampler attribute) MCTSSampler (class in lczerolens.sampling) MISSING_DATASETS_ERROR (in module lczerolens.data) MISSING_HF_ERROR (in module lczerolens.model) MlhFlow (class in lczerolens.model) model (lczerolens.sampling.ModelSampler attribute) ModelHeuristic (class in lczerolens.search) ModelSampler (class in lczerolens.sampling) module lczerolens lczerolens.backends lczerolens.board lczerolens.concepts lczerolens.constants lczerolens.data lczerolens.model lczerolens.sampling lczerolens.search moves (lczerolens.data.BoardData attribute), [1] (lczerolens.data.GameData attribute), [1] (lczerolens.data.PuzzleData attribute), [1] moves_with_castling_swap() (in module lczerolens.backends) MulticlassConcept (class in lczerolens.concepts) N n_parallel_rollouts (lczerolens.search.MCTS attribute) nb_plays (lczerolens.data.PuzzleData attribute), [1] Node (class in lczerolens.search) normalization_constant (lczerolens.search.MaterialHeuristic attribute) NullConcept (class in lczerolens.concepts) num_simulations (lczerolens.sampling.MCTSSampler attribute) O opening_tags (lczerolens.data.PuzzleData attribute), [1] OrBinaryConcept (class in lczerolens.concepts) P parent (lczerolens.search.Node attribute) piece (lczerolens.concepts.HasPiece attribute) (lczerolens.concepts.HasThreat attribute) (lczerolens.concepts.PieceBestLegalMove attribute) piece_values (lczerolens.concepts.HasMaterialAdvantage attribute), [1] (lczerolens.search.MaterialHeuristic attribute) PieceBestLegalMove (class in lczerolens.concepts) PLANE_NAMES (in module lczerolens.constants) play() (lczerolens.sampling.SelfPlay method) policy (lczerolens.search.Node property) policy_flow (lczerolens.concepts.BestLegalMove attribute) (lczerolens.concepts.PieceBestLegalMove attribute) POLICY_INDEX (in module lczerolens.constants) PolicyFlow (class in lczerolens.model) PolicySampler (class in lczerolens.sampling) popularity (lczerolens.data.PuzzleData attribute), [1] prediction_from_backend() (in module lczerolens.backends) prepare_boards() (lczerolens.LczeroModel method) (lczerolens.model.LczeroModel method) push_to_hf() (lczerolens.LczeroModel method) (lczerolens.model.LczeroModel method) puzzle_id (lczerolens.data.PuzzleData attribute), [1] PuzzleData (class in lczerolens.data) Q q_threshold (lczerolens.sampling.ModelSampler attribute) q_values (lczerolens.search.Node attribute) R RandomHeuristic (class in lczerolens.search) RandomSampler (class in lczerolens.sampling) rating (lczerolens.data.PuzzleData attribute), [1] rating_deviation (lczerolens.data.PuzzleData attribute), [1] relative (lczerolens.concepts.HasMaterialAdvantage attribute) (lczerolens.concepts.HasPiece attribute) (lczerolens.concepts.HasThreat attribute) render_heatmap() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) render_tree() (lczerolens.search.MCTS method) rows_to_columns() (in module lczerolens.data) S Sampler (class in lczerolens.sampling) search_() (lczerolens.search.MCTS method) SelfPlay (class in lczerolens.sampling) set_evaluation() (lczerolens.search.Node method) T themes (lczerolens.data.PuzzleData attribute), [1] to_boards() (lczerolens.data.GameData method) to_config_tensor() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) to_input_tensor() (lczerolens.board.LczeroBoard method) (lczerolens.LczeroBoard method) U use_argmax (lczerolens.sampling.MCTSSampler attribute) (lczerolens.sampling.ModelSampler attribute) use_q_values (lczerolens.sampling.MCTSSampler attribute) use_suboptimal (lczerolens.sampling.PolicySampler attribute) V value (lczerolens.search.Node property) ValueFlow (class in lczerolens.model) visits (lczerolens.search.Node attribute) W WdlFlow (class in lczerolens.model) white (lczerolens.sampling.SelfPlay attribute)
