Index

A

A_STAR (Algorithm attribute) a_star() (in module slidingpuzzle.algorithms)

accuracy() (in module slidingpuzzle.nn.eval) Algorithm (class in slidingpuzzle.algorithms)

B

BEAM (Algorithm attribute) beam() (in module slidingpuzzle.algorithms) BFS (Algorithm attribute) bfs() (in module slidingpuzzle.algorithms)

blank_pos (State attribute) board (SearchResult attribute) (State attribute) board_generator() (in module slidingpuzzle.board) build_or_load_dataset() (in module slidingpuzzle.nn.dataset)

C

clear_training() (in module slidingpuzzle.nn.paths) compare() (in module slidingpuzzle.algorithms)

corner_tiles_distance() (in module slidingpuzzle.heuristics) count_inversions() (in module slidingpuzzle.board)

D

DFS (Algorithm attribute)

dfs() (in module slidingpuzzle.algorithms)

E

euclidean_distance() (in module slidingpuzzle.heuristics) eval_checkpoint() (in module slidingpuzzle.nn.eval) eval_heuristic() (in module slidingpuzzle.nn.eval)

evaluate() (in module slidingpuzzle.algorithms) (in module slidingpuzzle.nn.eval) expanded (SearchResult attribute)

F

f (State attribute) find_blank() (in module slidingpuzzle.board) find_tile() (in module slidingpuzzle.board) flatten_board() (in module slidingpuzzle.board) forward() (Model_v1 method) (Model_v2 method)

freeze_board() (in module slidingpuzzle.board) from_cols() (in module slidingpuzzle.board) from_iter() (in module slidingpuzzle.board) from_rows() (in module slidingpuzzle.board)

G

g (State attribute) generate_examples() (in module slidingpuzzle.nn.dataset) generated (SearchResult attribute) get_board_size_str() (in module slidingpuzzle.nn.paths) get_checkpoint_dir() (in module slidingpuzzle.nn.paths) get_checkpoint_path() (in module slidingpuzzle.nn.paths) get_examples() (in module slidingpuzzle.nn.dataset) get_examples_path() (in module slidingpuzzle.nn.paths) get_goal_tile() (in module slidingpuzzle.board) get_goal_x() (in module slidingpuzzle.board) get_goal_y() (in module slidingpuzzle.board)

get_goal_yx() (in module slidingpuzzle.board) get_heuristic() (in module slidingpuzzle.nn.heuristics) get_heuristic_key() (in module slidingpuzzle.nn.heuristics) get_log_dir() (in module slidingpuzzle.nn.paths) get_model_path() (in module slidingpuzzle.nn.paths) get_next_moves() (in module slidingpuzzle.board) get_next_states() (in module slidingpuzzle.algorithms) get_num_params() (in module slidingpuzzle.nn.models) get_path() (in module slidingpuzzle.nn.paths) GREEDY (Algorithm attribute) greedy() (in module slidingpuzzle.algorithms)

H

hamming_distance() (in module slidingpuzzle.heuristics) has_col_conflict() (in module slidingpuzzle.heuristics)

has_conflict() (in module slidingpuzzle.heuristics) has_row_conflict() (in module slidingpuzzle.heuristics) history (State attribute)

I

IDA_STAR (Algorithm attribute) ida_star() (in module slidingpuzzle.algorithms) IDDFS (Algorithm attribute)

iddfs() (in module slidingpuzzle.algorithms) is_solvable() (in module slidingpuzzle.board) is_solved() (in module slidingpuzzle.board)

L

last_moves_distance() (in module slidingpuzzle.heuristics) linear_conflict_distance() (in module slidingpuzzle.heuristics)

load_dataset() (in module slidingpuzzle.nn.dataset) load_examples() (in module slidingpuzzle.nn.dataset) load_model() (in module slidingpuzzle.nn.models)

M

make_heuristic() (in module slidingpuzzle.nn.heuristics) manhattan_distance() (in module slidingpuzzle.heuristics) Model_v1 (class in slidingpuzzle.nn.models) Model_v2 (class in slidingpuzzle.nn.models) module slidingpuzzle slidingpuzzle.algorithms slidingpuzzle.board slidingpuzzle.heuristics slidingpuzzle.nn.dataset slidingpuzzle.nn.eval slidingpuzzle.nn.heuristics slidingpuzzle.nn.models slidingpuzzle.nn.paths slidingpuzzle.state

N

new_board() (in module slidingpuzzle.board)

P

prepare_manhattan_table() (in module slidingpuzzle.heuristics)

print_board() (in module slidingpuzzle.board)

R

random_distance() (in module slidingpuzzle.heuristics) random_examples() (in module slidingpuzzle.nn.dataset)

random_move() (in module slidingpuzzle.board) relaxed_adjacency_distance() (in module slidingpuzzle.heuristics)

S

save_examples() (in module slidingpuzzle.nn.dataset) save_model() (in module slidingpuzzle.nn.models) search() (in module slidingpuzzle.algorithms) SearchResult (class in slidingpuzzle.state) set_heuristic() (in module slidingpuzzle.nn.heuristics) shuffle() (in module slidingpuzzle.board) shuffle_lazy() (in module slidingpuzzle.board) slidingpuzzle module slidingpuzzle.algorithms module slidingpuzzle.board module slidingpuzzle.heuristics module slidingpuzzle.nn.dataset module

slidingpuzzle.nn.eval module slidingpuzzle.nn.heuristics module slidingpuzzle.nn.models module slidingpuzzle.nn.paths module slidingpuzzle.state module SlidingPuzzleDataset (class in slidingpuzzle.nn.dataset) solution (SearchResult attribute) solution_as_tiles() (in module slidingpuzzle.board) State (class in slidingpuzzle.state) swap_tiles() (in module slidingpuzzle.board)

U

unvisited (SearchResult attribute)

V

v1_distance() (in module slidingpuzzle.nn.heuristics) v2_distance() (in module slidingpuzzle.nn.heuristics)

visit() (in module slidingpuzzle.board) visited (SearchResult attribute)