Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

rodrigo-castellano/torch-kge-kernels

https://github.com/rodrigo-castellano/torch-kge-kernels · scanned 2026-06-15 23:54 UTC (2 months, 3 weeks ago)

56 raw signals (0 security + 56 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 41 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

All 976 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
test_normalize_strips_orig_mod_prefix software healthy tests/test_checkpoints.py:25
test_normalize_noop_without_prefix software healthy tests/test_checkpoints.py:35
test_normalize_mixed_prefixes software healthy tests/test_checkpoints.py:41
test_unwrap_plain_module_is_identity software healthy tests/test_checkpoints.py:56
test_unwrap_dataparallel software healthy tests/test_checkpoints.py:61
test_unwrap_handles_orig_mod_attribute software healthy tests/test_checkpoints.py:67
__init__ software healthy tests/test_checkpoints.py:71
test_save_state_dict_roundtrip software healthy tests/test_checkpoints.py:84
test_write_json_payload software healthy tests/test_checkpoints.py:93
test_save_checkpoint_and_load_roundtrip software healthy tests/test_checkpoints.py:102
test_load_checkpoint_picks_best_over_final software healthy tests/test_checkpoints.py:115
test_model_state_dict_unwraps software healthy tests/test_checkpoints.py:126
_toy_kg software healthy tests/test_filtered_ranking.py:11
_trained_model software healthy tests/test_filtered_ranking.py:19
_make_sampler software healthy tests/test_filtered_ranking.py:24
_build software healthy tests/test_filtered_ranking.py:32
test_evaluate_exhaustive_empty_returns_zeros software healthy tests/test_filtered_ranking.py:41
test_evaluate_exhaustive_returns_dict software healthy tests/test_filtered_ranking.py:50
test_evaluate_with_domain_constraint software healthy tests/test_filtered_ranking.py:60
score software healthy tests/test_partial.py:12
test_partial_scorer_compute_all_matches_model_maxima software healthy tests/test_partial.py:30
test_score_atoms_uses_precomputed_tables software healthy tests/test_partial.py:56
test_lazy_scorer_inherits_score_atoms software healthy tests/test_partial.py:70
test_compute_ranks_average software healthy tests/test_ranking.py:6
test_compute_ranks_with_valid_mask software healthy tests/test_ranking.py:17
test_compute_ranks_random software healthy tests/test_ranking.py:26
test_compute_ranks_matrix_average software healthy tests/test_ranking.py:36
test_compute_ranks_matrix_with_ties software healthy tests/test_ranking.py:49
test_metrics_from_ranks software healthy tests/test_ranking.py:57
_write_fake_checkpoint software healthy tests/test_inference.py:20
test_atom_parses_binary_predicate software healthy tests/test_inference.py:51
test_atom_strips_trailing_dot software healthy tests/test_inference.py:58
test_normalize_backend_aliases software healthy tests/test_inference.py:68
test_normalize_backend_rejects_unknown software healthy tests/test_inference.py:75
test_find_latest_run_returns_none_when_dir_missing software healthy tests/test_inference.py:85
test_find_latest_run_picks_newest software healthy tests/test_inference.py:89
test_find_latest_run_filters_by_prefix software healthy tests/test_inference.py:98
test_kge_inference_loads_fake_checkpoint software healthy tests/test_inference.py:109
test_kge_inference_predict_batch software healthy tests/test_inference.py:129
test_corrupt_supports_zero_ids software healthy tests/test_sampler.py:6
test_domain_sampling_stays_in_domain software healthy tests/test_sampler.py:32
test_exhaustive_domain_sampling_does_not_leak_padding_entit… software healthy tests/test_sampler.py:50
test_corrupt_default_returns_negs_only software healthy tests/test_sampler.py:68
test_bernoulli_sampler_produces_valid_corruptions software healthy tests/test_sampler.py:84
test_compute_probs software healthy tests/test_sampler.py:113
test_metrics_from_ranks_default_ks software healthy tests/test_ranking_streaming.py:16
test_metrics_from_ranks_custom_ks software healthy tests/test_ranking_streaming.py:24
test_metrics_from_ranks_mrr_value software healthy tests/test_ranking_streaming.py:33
test_metrics_from_ranks_empty_tensor software healthy tests/test_ranking_streaming.py:40
test_streaming_metrics_perfect_predictions software healthy tests/test_ranking_streaming.py:52

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
Wrapper software healthy tests/test_checkpoints.py:70
_StubModel software healthy tests/test_partial.py:7
DummyConfig software healthy tests/test_logging.py:12
_FakeModel software healthy tests/test_eval.py:17
FakeProofEvidence software healthy tests/framework/conftest.py:18
FakeRuleGroundings software healthy tests/framework/test_rule_traj_repr.py:36
TestSBR software healthy tests/framework/test_rule_traj_repr.py:89
TestDCR software healthy tests/framework/test_rule_traj_repr.py:168
TestR2N software healthy tests/framework/test_rule_traj_repr.py:291
TestBuildFirings software healthy tests/framework/test_rule_traj_repr.py:431
TestR2NAggregation software healthy tests/framework/test_rule_traj_repr.py:475
TestWeightedMinRuleState software healthy tests/framework/test_rule_traj_repr.py:562
_CustomEvidence software healthy tests/framework/test_state_repr.py:127
_Subclass software healthy tests/search/test_proof_scorer.py:146
_SkipLoop software healthy tests/search/test_proof_scorer.py:176
_SumWithPolicyScore software healthy tests/search/test_method_tuples.py:137
_BeamWithLogProbs software healthy tests/search/test_method_tuples.py:158
_SumOverBatch software healthy tests/search/test_method_tuples.py:183
_FakeSearcher software healthy tests/search/test_searcher.py:62
_NoGumbel software healthy tests/search/test_searcher.py:128
_ScalarBase software healthy tests/search/test_searcher.py:138
SoftFactsConfig software healthy scripts/generate_soft_facts.py:66
DirectWriter software healthy scripts/generate_soft_facts.py:217
AsyncWriter software healthy scripts/generate_soft_facts.py:239
ParquetWriter software healthy scripts/generate_soft_facts.py:283
CUDAGraphScorer software healthy scripts/generate_soft_facts.py:359
DatasetSpec software healthy scripts/run_reasoner_parity_sweep.py:126
Baseline software healthy scripts/run_reasoner_parity_sweep.py:226
ToyEvidence software healthy examples/01_sbr_exhaustive.py:36
BinaryCrossEntropyWithMask software healthy src/kge_kernels/losses/classification.py:10
WeightedBinaryCrossEntropy software healthy src/kge_kernels/losses/classification.py:37
BinaryCrossEntropyRagged software healthy src/kge_kernels/losses/classification.py:57
CategoricalCrossEntropyRagged software healthy src/kge_kernels/losses/classification.py:94
PairwiseCrossEntropyRagged software healthy src/kge_kernels/losses/ranking_losses.py:9
HingeLossRagged software healthy src/kge_kernels/losses/ranking_losses.py:49
L2LossRagged software healthy src/kge_kernels/losses/ranking_losses.py:74
NSSALoss software healthy src/kge_kernels/losses/ranking_losses.py:81
ModE software healthy src/kge_kernels/models/mode.py:17
ConvE software healthy src/kge_kernels/models/conve.py:13
TransE software healthy src/kge_kernels/models/transe.py:13
_RotateBase software healthy src/kge_kernels/models/rotate.py:41
RotatE software healthy src/kge_kernels/models/rotate.py:228
RotatENS software healthy src/kge_kernels/models/rotate.py:275
TuckER software healthy src/kge_kernels/models/tucker.py:12
_DetEmbedding software healthy src/kge_kernels/models/base.py:61
KGEModel software healthy src/kge_kernels/models/base.py:224
DistMult software healthy src/kge_kernels/models/distmult.py:12
ComplEx software healthy src/kge_kernels/models/complex.py:26
ResolutionOp software healthy src/kge_kernels/framework/protocols.py:58
AtomRepr software healthy src/kge_kernels/framework/protocols.py:69

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
CLAUDE.md software healthy CLAUDE.md
pyproject.toml software healthy pyproject.toml
LICENSE software healthy LICENSE
CHANGELOG.md software healthy CHANGELOG.md
test_checkpoints.py software healthy tests/test_checkpoints.py
test_filtered_ranking.py software healthy tests/test_filtered_ranking.py
__init__.py software healthy tests/__init__.py
test_partial.py software healthy tests/test_partial.py
test_ranking.py software healthy tests/test_ranking.py
test_inference.py software healthy tests/test_inference.py
test_sampler.py software healthy tests/test_sampler.py
test_ranking_streaming.py software healthy tests/test_ranking_streaming.py
test_examples.py software healthy tests/test_examples.py
test_logging.py software healthy tests/test_logging.py
test_eval.py software healthy tests/test_eval.py
__init__.py software healthy tests/losses/__init__.py
test_losses.py software healthy tests/losses/test_losses.py
test_kge_models.py software healthy tests/models/test_kge_models.py
__init__.py software healthy tests/models/__init__.py
test_query_repr.py software healthy tests/framework/test_query_repr.py
test_select.py software healthy tests/framework/test_select.py
__init__.py software healthy tests/framework/__init__.py
conftest.py software healthy tests/framework/conftest.py
test_rule_traj_repr.py software healthy tests/framework/test_rule_traj_repr.py
test_compile_safety.py software healthy tests/framework/test_compile_safety.py
test_state_repr.py software healthy tests/framework/test_state_repr.py
test_repr.py software healthy tests/framework/test_repr.py
test_proof_traj_repr.py software healthy tests/framework/test_proof_traj_repr.py
test_traj_repr.py software healthy tests/framework/test_traj_repr.py
test_trajectory_score_query_repr.py software healthy tests/framework/test_trajectory_score_query_repr.py
test_atom_repr.py software healthy tests/framework/test_atom_repr.py
test_proof_scorer.py software healthy tests/search/test_proof_scorer.py
__init__.py software healthy tests/search/__init__.py
test_method_tuples.py software healthy tests/search/test_method_tuples.py
test_searcher.py software healthy tests/search/test_searcher.py
__init__.py software healthy tests/training/__init__.py
test_batching.py software healthy tests/training/test_batching.py
reproducibility.md software healthy docs/reproducibility.md
reproducibility.json software healthy docs/reproducibility.json
tkk_ns_consolidation_status.md software healthy docs/tkk_ns_consolidation_status.md
parity_results.md software healthy docs/parity_results.md
reasoner_parity_baselines.md software healthy docs/reasoner_parity_baselines.md
generate_soft_facts.py software healthy scripts/generate_soft_facts.py
run_3way_sweep.py software healthy scripts/run_3way_sweep.py
run_reasoner_parity_sweep.py software healthy scripts/run_reasoner_parity_sweep.py
build_reproducibility.py software healthy scripts/build_reproducibility.py
README.md software healthy examples/README.md
01_sbr_exhaustive.py software healthy examples/01_sbr_exhaustive.py
tests.yml software healthy .github/workflows/tests.yml

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
losses software healthy tests/losses
models software healthy tests/models
framework software healthy tests/framework
search software healthy tests/search
training software healthy tests/training
docs software healthy docs
scripts software healthy scripts
examples software healthy examples
.github software healthy .github
workflows software healthy .github/workflows
src software healthy src
kge_kernels software healthy src/kge_kernels
losses software healthy src/kge_kernels/losses
models software healthy src/kge_kernels/models
framework software healthy src/kge_kernels/framework
search software healthy src/kge_kernels/search
runs software healthy src/kge_kernels/runs
scoring software healthy src/kge_kernels/scoring
eval software healthy src/kge_kernels/eval
inference software healthy src/kge_kernels/inference
training software healthy src/kge_kernels/training

LabelLayerStatusPath
test cicd healthy .github/workflows/tests.yml
lint cicd healthy .github/workflows/tests.yml

LabelLayerStatusPath
repobility-clone-y33z1551 software healthy /tmp/repobility-clone-y33z1551

LabelLayerStatusPath
gpu (detected) hardware healthy README.md

LabelLayerStatusPath
gha::tests cicd healthy .github/workflows/tests.yml
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/eec8da87-ec18-47c0-9cbd-31818478c09d/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/eec8da87-ec18-47c0-9cbd-31818478c09d/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.