Index

_

__init__() (AbstractFeedback method) (AbstractNode method) (AbstractPropagator method) (DictIterable method) (ExceptionNode method) (ExecutionError method) (Graph method) (GraphPropagator method) (Map method) (MessageNode method) (Module method) (Node method) (NodeContainer method) (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) (ParameterContainer method) (ParameterNode method) (Propagator method) (Seq method) (SeqIterable method) (stop_tracing method) (SumPropagator method) (TraceGraph method) (TraceMissingInputsError method) __new__() (AbstractFeedback method) (AbstractNode method) (AbstractPropagator method) (DictIterable method) (ExceptionNode method) (ExecutionError method) (Graph method) (GraphPropagator method) (Map method) (MessageNode method) (Module method) (Node method) (NodeContainer method) (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) (ParameterContainer method) (ParameterNode method) (Propagator method) (Seq method) (SeqIterable method) (stop_tracing method) (SumPropagator method) (TraceGraph method) (TraceMissingInputsError method)

_backwarded (Node attribute) _constraint (Node attribute) _dependencies (Node attribute) _description (Node attribute) _feedback (Node attribute) _info (Node attribute) _nodes (Graph attribute)

A

AbstractFeedback (class in opto.trace.propagators.propagators) AbstractNode (class in opto.trace.nodes) AbstractPropagator (class in opto.trace.propagators.propagators) aggregate() (GraphPropagator method) append() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) (Seq method)

apply_op() (in module opto.trace.broadcast)

B

backward() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

C

call() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) capitalize() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) children (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

clear() (Graph method) (Map method) (Seq method) clone() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) contain() (in module opto.trace.utils) copy() (Map method) (Seq method) count() (Seq method) create_feedback() (ExceptionNode method)

D

data (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) description (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

detach() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) DictIterable (class in opto.trace.iterators)

E

empty() (TraceGraph method) eq() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) escape_json_nested_quotes() (in module opto.trace.utils) ExceptionNode (class in opto.trace.nodes)

ExecutionError expand() (TraceGraph class method) expandable_dependencies (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) extend() (Seq method)

F

feedback (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) for_all_methods() (in module opto.trace.utils)

format() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) forward() (Module method) fromkeys() (Map class method)

G

get() (Graph method) (Map method) get_attrs() (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) get_border_color() (NodeVizStyleGuideColorful method) get_color() (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) get_label() (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) get_node_shape() (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method) get_op_name() (in module opto.trace.nodes) get_style() (NodeVizStyleGuide method) (NodeVizStyleGuideColorful method)

getattr() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) Graph (class in opto.trace.nodes) graph (TraceGraph attribute) GraphPropagator (class in opto.trace.propagators.graph_propagator) gt() (AbstractNode method) (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

H

hidden_dependencies (ExceptionNode property) (MessageNode property)

I

id (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) identity() (in module opto.trace.operators) index() (Seq method) info (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) init_feedback() (GraphPropagator method) (Propagator method) (SumPropagator method) inputs (ExceptionNode property) (MessageNode property)

insert() (Seq method) is_leaf (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) is_root (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) items() (ExceptionNode method) (Map method) (MessageNode method) (Node method) (ParameterNode method) iterate() (in module opto.trace.iterators)

J

join() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

K

keys() (ExceptionNode method) (Map method) (MessageNode method) (Node method) (ParameterNode method)

L

len() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) level (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

load() (Module method) lower() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) lt() (AbstractNode method) (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

M

Map (class in opto.trace.containers) MessageNode (class in opto.trace.nodes) model() (in module opto.trace.modules) module opto opto.trace opto.trace.broadcast opto.trace.bundle opto.trace.containers opto.trace.errors opto.trace.iterators opto.trace.modules opto.trace.nodes opto.trace.operators opto.trace.propagators opto.trace.propagators.graph_propagator opto.trace.propagators.propagators opto.trace.utils opto.utils opto.version

Module (class in opto.trace.modules)

N

name (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) neq() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

Node (class in opto.trace.nodes) node() (in module opto.trace.nodes) NodeContainer (class in opto.trace.containers) NodeVizStyleGuide (class in opto.trace.nodes) NodeVizStyleGuideColorful (class in opto.trace.nodes)

O

opto module opto.trace module opto.trace.broadcast module opto.trace.bundle module opto.trace.containers module opto.trace.errors module opto.trace.iterators module opto.trace.modules module

opto.trace.nodes module opto.trace.operators module opto.trace.propagators module opto.trace.propagators.graph_propagator module opto.trace.propagators.propagators module opto.trace.utils module opto.utils module opto.version module

P

parameter_dependencies (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property) ParameterContainer (class in opto.trace.containers) ParameterNode (class in opto.trace.nodes) parameters() (Map method) (Module method) (ParameterContainer method) (Seq method) parameters_dict() (Map method) (Module method) (ParameterContainer method) (Seq method) parents (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

parse_eqs_to_dict() (in module opto.trace.utils) pop() (ExceptionNode method) (Map method) (MessageNode method) (Node method) (ParameterNode method) (Seq method) popitem() (Map method) print_limit (NodeVizStyleGuide attribute) (NodeVizStyleGuideColorful attribute) propagate() (AbstractPropagator method) (GraphPropagator method) (Propagator method) (SumPropagator method) Propagator (class in opto.trace.propagators.propagators) py_name (AbstractNode property) (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

R

recursive_conversion() (in module opto.trace.broadcast) register() (Graph method) (GraphPropagator method) (Propagator method) (SumPropagator method) remove() (Seq method) remove_non_ascii() (in module opto.trace.utils)

render_opt_step() (in module opto.trace.utils) replace() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) reverse() (Seq method) roots (Graph property)

S

save() (Module method) Seq (class in opto.trace.containers) SeqIterable (class in opto.trace.iterators) setdefault() (Map method) sort() (Seq method) split() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) stop_tracing (class in opto.trace) strip() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

style (NodeVizStyleGuide attribute) (NodeVizStyleGuideColorful attribute) sum_feedback() (in module opto.trace.utils) SumPropagator (class in opto.trace.propagators.propagators) swapcase() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

T

test_json_quote_escaper() (in module opto.trace.utils) title() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method) TRACE (Graph attribute) TraceGraph (class in opto.trace.propagators.graph_propagator)

TraceMissingInputsError trainable (Node attribute) trainable_method() (in module opto.trace.containers) type (ExceptionNode property) (MessageNode property) (Node property) (ParameterNode property)

U

update() (Map method) upper() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)

user_feedback (TraceGraph attribute)

V

value (MessageNode attribute) values() (ExceptionNode method) (Map method) (MessageNode method) (Node method) (ParameterNode method)

visualize() (TraceGraph method)

Z

zero_feedback() (ExceptionNode method) (MessageNode method) (Node method) (ParameterNode method)