`cotengra.path_mcts`#

Module Contents#

Classes#

`Node`
`MCTS`

Functions#

class cotengra.path_mcts.Node(hg, nid_path, size, local_score, forward_score)#

__slots__ = ['hg', 'n', 'graph_key', 'nid_path', 'size', 'local_score', 'forward_score', 'mean', 'count',...#

update(x)#: Report the score x, presumably from a child node, updating this nodes score.

__hash__()#: Return hash(self).

__lt__(other)#: Return self<value.

__repr__()#: Return repr(self).

cotengra.path_mcts.gumbel()#

class cotengra.path_mcts.MCTS(chi, T=0.1, prune=True, optimize=None, optimize_factory=False)#

__slots__ = ['chi', 'T', 'prune', 'optimize', 'optimize_factory', 'best_score', 'best_nid_path', 'children',...#

__repr__()#: Return repr(self).

setup(inputs, output, size_dict)#

get_ssa_path()#: Convert unique node identifiers to ssa.

check_node(node)#

delete_node(node)#

backprop(node)#

simulate_node(node)#

simulate_optimized(node)#

is_deadend(node)#

descend()#

property ssa_path#

property path#

run(inputs, output, size_dict)#

search(inputs, output, size_dict)#

__call__(inputs, output, size_dict)#