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32 Open 188 Closed
32 Open 188 Closed
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Issues list

Scan over strength of residual connections comp: HPO Hyperparameter optimization objective: performance Might impact performance of model in terms of our metrics prio: high
#507 opened Apr 1, 2024 by klieret
Fine-tune GC with frozen OC stage comp: trainer effort: low objective: performance Might impact performance of model in terms of our metrics prio: high
#503 opened Mar 11, 2024 by klieret
Degree-weight messages comp: model objective: performance Might impact performance of model in terms of our metrics prio: high
#502 opened Mar 11, 2024 by klieret
Switch to using MLPs with residual connections in INs comp: model objective: performance Might impact performance of model in terms of our metrics prio: high
#501 opened Mar 11, 2024 by klieret
Add perfectly-homogeneous and perfectly-inclusive metrics to debug perfect metric comp: metrics Metrics to evaluate what we're doing effort: low good first issue Good for newcomers objective: insight prio: normal
#500 opened Mar 11, 2024 by klieret
Higher GC k but removing skip connections objective: performance Might impact performance of model in terms of our metrics status: idea type: side-study Idea that is a bit more detached and involved
#499 opened Mar 11, 2024 by klieret
Option for residual connections to GC space without including the GC output space as input comp: model
#481 opened Dec 28, 2023 by klieret
double majority, 50%-segment fractions and similar metrics incorrect for sectorized graphs objective: bugfix Something isn't working
#426 opened Sep 18, 2023 by klieret
1
Graph constructions metrics do not support batch size >1 comp: metrics Metrics to evaluate what we're doing effort: low good first issue Good for newcomers objective: speed Affecting training speed
#412 opened Aug 19, 2023 by klieret
1
Docs don't show link to code comp: framework objective: documentation Improvements or additions to documentation
#382 opened Jul 28, 2023 by klieret
Potential/background loss functions do not support batch size > 1 comp: metrics Metrics to evaluate what we're doing objective: speed Affecting training speed
#352 opened Jul 5, 2023 by klieret
@jnpark3
Double majority metric produces different results in testing on GHA comp: metrics Metrics to evaluate what we're doing objective: bugfix Something isn't working objective: CI
#349 opened Jul 3, 2023 by klieret
1
Uncertainty calculation in validation step is broken for distributed running comp: trainer objective: bugfix Something isn't working
#347 opened Jul 3, 2023 by klieret
torch.jit.script PyG models comp: model objective: speed Affecting training speed
#346 opened Jun 28, 2023 by klieret
1
@jmduarte
8
Create tests for utils/plotting.py comp: plots effort: low good first issue Good for newcomers objective: CI prio: low
#302 opened Apr 13, 2023 by klieret
@kingjuno
6
Test different loss functions in integration tests effort: low good first issue Good for newcomers objective: CI prio: low status: Blocked Waiting for other issue/PR
#292 opened Apr 6, 2023 by klieret
Refactor integration test test cases comp: framework effort: low good first issue Good for newcomers objective: CI objective: code quality
#291 opened Apr 6, 2023 by klieret
Tracking metrics should support batch sizes > 1 comp: metrics Metrics to evaluate what we're doing effort: high objective: speed Affecting training speed prio: low
#272 opened Mar 9, 2023 by klieret
Analyze errors of condensation/clustering with perfect EC objective: insight prio: normal type: side-study Idea that is a bit more detached and involved
#260 opened Feb 21, 2023 by klieret
Weight loss by track pt comp: losses Loss functions effort: low objective: performance Might impact performance of model in terms of our metrics prio: normal
#257 opened Feb 16, 2023 by GageDeZoort
Remove data_list from PointCloudBuilder, GraphBuilder comp: preproc effort: low objective: code quality prio: low status: Blocked Waiting for other issue/PR
#256 opened Feb 15, 2023 by klieret
1
Factor out load_point_clouds from PointCloudBuilder good first issue Good for newcomers objective: code quality prio: low type: refactor Internal refactoring
#255 opened Feb 15, 2023 by klieret
Investigate iterative clustering as proposed in original paper comp: cluster objective: performance Might impact performance of model in terms of our metrics prio: normal status: idea type: side-study Idea that is a bit more detached and involved
#254 opened Feb 13, 2023 by klieret
Use multiple aggregations in interaction networks comp: model objective: performance Might impact performance of model in terms of our metrics prio: low status: idea
#249 opened Feb 10, 2023 by klieret
1
Unittest against tutorial notebooks objective: CI prio: normal
#241 opened Feb 8, 2023 by klieret
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