Search results

Scan over strength of residual connections

comp: HPOHyperparameter optimizationHyperparameter optimization

objective: performanceMight impact performance of model in terms of our metricsMight impact performance of model in terms of our metrics

prio: high

Status: Open.

#507 In gnn-tracking/gnn_tracking;

· klieret opened on Apr 1, 2024

Fine-tune GC with frozen OC stage

comp: trainer

effort: low

objective: performanceMight impact performance of model in terms of our metricsMight impact performance of model in terms of our metrics

prio: high

Status: Open.

#503 In gnn-tracking/gnn_tracking;

· klieret opened on Mar 11, 2024

Degree-weight messages

comp: model

objective: performanceMight impact performance of model in terms of our metricsMight impact performance of model in terms of our metrics

prio: high

Status: Open.

#502 In gnn-tracking/gnn_tracking;

· klieret opened on Mar 11, 2024

Switch to using MLPs with residual connections in INs

comp: model

objective: performanceMight impact performance of model in terms of our metricsMight impact performance of model in terms of our metrics

prio: high

Status: Open.

#501 In gnn-tracking/gnn_tracking;

· klieret opened on Mar 11, 2024

Add perfectly-homogeneous and perfectly-inclusive metrics to debug perfect metric

comp: metricsMetrics to evaluate what we're doingMetrics to evaluate what we're doing

effort: low

good first issueGood for newcomersGood for newcomers

objective: insight

prio: normal

Status: Open.

#500 In gnn-tracking/gnn_tracking;

· klieret opened on Mar 11, 2024

Higher GC k but removing skip connections

objective: performanceMight impact performance of model in terms of our metricsMight impact performance of model in terms of our metrics

status: idea

type: side-studyIdea that is a bit more detached and involvedIdea that is a bit more detached and involved

Status: Open.

#499 In gnn-tracking/gnn_tracking;

· klieret opened on Mar 11, 2024

Option for residual connections to GC space without including the GC output space as input

comp: model

Status: Open.

#481 In gnn-tracking/gnn_tracking;

· klieret opened on Dec 28, 2023

double majority, 50%-segment fractions and similar metrics incorrect for sectorized graphs

objective: bugfixSomething isn't workingSomething isn't working

Status: Open.

#426 In gnn-tracking/gnn_tracking;

· klieret opened on Sep 18, 2023

Graph constructions metrics do not support batch size >1

comp: metricsMetrics to evaluate what we're doingMetrics to evaluate what we're doing

effort: low

good first issueGood for newcomersGood for newcomers

objective: speedAffecting training speedAffecting training speed

Status: Open.

#412 In gnn-tracking/gnn_tracking;

· klieret opened on Aug 19, 2023

Docs don't show link to code

comp: framework

objective: documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#382 In gnn-tracking/gnn_tracking;

· klieret opened on Jul 28, 2023

Potential/background loss functions do not support batch size > 1

comp: metricsMetrics to evaluate what we're doingMetrics to evaluate what we're doing

objective: speedAffecting training speedAffecting training speed

Status: Open.

#352 In gnn-tracking/gnn_tracking;

· klieret opened on Jul 5, 2023

Double majority metric produces different results in testing on GHA

comp: metricsMetrics to evaluate what we're doingMetrics to evaluate what we're doing

objective: bugfixSomething isn't workingSomething isn't working

objective: CI

Status: Open.

#349 In gnn-tracking/gnn_tracking;

· klieret opened on Jul 3, 2023