https://github.com/SimingShan/FAE
· scanned 2026-06-16 00:12 UTC (2 months, 2 weeks ago)
48 raw signals (0 security + 48 graph)
Last scanned 2 months, 2 weeks ago · v1 · 29 actionable findings from 1 signal source. 19 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
All 398 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.
| Label | Layer | Status | Path |
|---|---|---|---|
main |
software | healthy | benchmarks/smoke_test.py:13 |
__init__ |
software | healthy | benchmarks/jepa/ijepa2d.py:101 |
forward |
software | dead | benchmarks/jepa/ijepa2d.py:118 |
apply_masks |
software | healthy | benchmarks/jepa/ijepa2d.py:41 |
sample_masks |
software | healthy | benchmarks/jepa/ijepa2d.py:46 |
update_target |
software | healthy | benchmarks/jepa/ijepa2d.py:114 |
encode |
software | healthy | benchmarks/jepa/ijepa2d.py:130 |
ijepa2d_physics |
software | healthy | benchmarks/jepa/ijepa2d.py:135 |
get_1d_sincos_pos_embed_from_grid |
software | healthy | benchmarks/mae/mae.py:30 |
get_2d_sincos_pos_embed_from_grid |
software | healthy | benchmarks/mae/mae.py:40 |
get_2d_sincos_pos_embed |
software | healthy | benchmarks/mae/mae.py:47 |
__init__ |
software | healthy | benchmarks/mae/mae.py:59 |
initialize_weights |
software | healthy | benchmarks/mae/mae.py:87 |
_init_weights |
software | healthy | benchmarks/mae/mae.py:98 |
patchify |
software | healthy | benchmarks/mae/mae.py:107 |
unpatchify |
software | healthy | benchmarks/mae/mae.py:117 |
random_masking |
software | healthy | benchmarks/mae/mae.py:127 |
forward_encoder |
software | healthy | benchmarks/mae/mae.py:140 |
forward_decoder |
software | healthy | benchmarks/mae/mae.py:150 |
forward_loss |
software | healthy | benchmarks/mae/mae.py:162 |
forward |
software | dead | benchmarks/mae/mae.py:174 |
encode |
software | healthy | benchmarks/mae/mae.py:181 |
mae_physics |
software | healthy | benchmarks/mae/mae.py:192 |
ae_physics |
software | healthy | benchmarks/mae/mae.py:200 |
make_projector |
software | healthy | scripts/train_fae_shear.py:27 |
off_diag |
software | healthy | scripts/train_fae_shear.py:36 |
vicreg |
software | healthy | scripts/train_fae_shear.py:41 |
participation_ratio |
software | healthy | scripts/train_fae_shear.py:53 |
sample_block_indices |
software | healthy | scripts/train_fae_shear.py:60 |
embed |
software | healthy | scripts/train_fae_shear.py:78 |
probe2 |
software | healthy | scripts/train_fae_shear.py:87 |
main |
software | healthy | scripts/train_fae_shear.py:96 |
make_projector |
software | healthy | scripts/train_fae_trl2d.py:29 |
off_diag |
software | healthy | scripts/train_fae_trl2d.py:38 |
vicreg |
software | healthy | scripts/train_fae_trl2d.py:43 |
participation_ratio |
software | healthy | scripts/train_fae_trl2d.py:55 |
embed |
software | healthy | scripts/train_fae_trl2d.py:63 |
main |
software | healthy | scripts/train_fae_trl2d.py:73 |
probe_at |
software | healthy | scripts/sweep_sensor_density.py:23 |
main |
software | healthy | scripts/sweep_sensor_density.py:35 |
participation_ratio |
software | healthy | scripts/train_baseline.py:40 |
embed |
software | healthy | scripts/train_baseline.py:47 |
probe2 |
software | healthy | scripts/train_baseline.py:57 |
build_model |
software | healthy | scripts/train_baseline.py:66 |
loss_step |
software | healthy | scripts/train_baseline.py:74 |
main |
software | healthy | scripts/train_baseline.py:86 |
lr_lambda |
software | dead | scripts/train_baseline.py:126 |
participation_ratio |
software | healthy | scripts/eval_linear_probe.py:30 |
probe_report |
software | healthy | scripts/eval_linear_probe.py:36 |
embed_fae |
software | healthy | scripts/eval_linear_probe.py:51 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
README.md |
software | healthy | README.md |
CLAUDE.md |
software | healthy | CLAUDE.md |
requirements.txt |
software | healthy | requirements.txt |
__init__.py |
software | healthy | benchmarks/__init__.py |
README.md |
software | healthy | benchmarks/README.md |
smoke_test.py |
software | healthy | benchmarks/smoke_test.py |
__init__.py |
software | healthy | benchmarks/jepa/__init__.py |
ijepa2d.py |
software | healthy | benchmarks/jepa/ijepa2d.py |
__init__.py |
software | healthy | benchmarks/mae/__init__.py |
mae.py |
software | healthy | benchmarks/mae/mae.py |
fae_np2_b1e-3_a1e-3_ensemble.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_ensemble.json |
diag_cross_config.json |
software | healthy | results/probes/g1/diag_cross_config.json |
fae_anp_ensemble.json |
software | healthy | results/probes/g1/fae_anp_ensemble.json |
fae_anp_spread_vs_N.json |
software | healthy | results/probes/g1/fae_anp_spread_vs_N.json |
temporal_eval.json |
software | healthy | results/probes/g1/temporal_eval.json |
diag_ic_modes.json |
software | healthy | results/probes/g1/diag_ic_modes.json |
fae_np3_unified_spread_vs_N.json |
software | healthy | results/probes/g1/fae_np3_unified_spread_vs_N.json |
fae_np2_b1e-3_a1e-2_eval.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-2_eval.json |
fae_np2_b1e-3_a1e-2_ensemble.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-2_ensemble.json |
fae_np3_unified_ensemble.json |
software | healthy | results/probes/g1/fae_np3_unified_ensemble.json |
fae_np2_b1e-2_a1e-2_ensemble.json |
software | healthy | results/probes/g1/fae_np2_b1e-2_a1e-2_ensemble.json |
rollout_temporal.json |
software | healthy | results/probes/g1/rollout_temporal.json |
recon_jepa_vs_vicreg.json |
software | healthy | results/probes/g1/recon_jepa_vs_vicreg.json |
v4_np_b1e-4_eval.json |
software | healthy | results/probes/g1/v4_np_b1e-4_eval.json |
v4_np_b1e-3_eval.json |
software | healthy | results/probes/g1/v4_np_b1e-3_eval.json |
fae_np2_b1e-3_a1e-3_generation.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_generation.json |
fae_np2_b1e-3_a1e-3_vicmu_ensemble.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_vicmu_ensemble.json |
fae_np2_b1e-3_a1e-3_vicmu_eval.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_vicmu_eval.json |
fae_anp_generation.json |
software | healthy | results/probes/g1/fae_anp_generation.json |
v4_ensemble_spread_vs_N.json |
software | healthy | results/probes/g1/v4_ensemble_spread_vs_N.json |
jepa_eval.json |
software | healthy | results/probes/g1/jepa_eval.json |
latent_dynamics.json |
software | healthy | results/probes/g1/latent_dynamics.json |
fae_np3_unified_generation.json |
software | healthy | results/probes/g1/fae_np3_unified_generation.json |
diag_richness.json |
software | healthy | results/probes/g1/diag_richness.json |
fae_np2_b1e-3_a1e-3_vicmu_generation.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_vicmu_generation.json |
fae_np2_b1e-2_a1e-2_generation.json |
software | healthy | results/probes/g1/fae_np2_b1e-2_a1e-2_generation.json |
g1_all.json |
software | healthy | results/probes/g1/g1_all.json |
rollout_fae.json |
software | healthy | results/probes/g1/rollout_fae.json |
diag_dimension.json |
software | healthy | results/probes/g1/diag_dimension.json |
v4_np_b1e-4_ensemble.json |
software | healthy | results/probes/g1/v4_np_b1e-4_ensemble.json |
diag_offgrid.json |
software | healthy | results/probes/g1/diag_offgrid.json |
fae_np3_unified_eval.json |
software | healthy | results/probes/g1/fae_np3_unified_eval.json |
fae_np2_b1e-2_a1e-2_eval.json |
software | healthy | results/probes/g1/fae_np2_b1e-2_a1e-2_eval.json |
fae_np2_b1e-3_a1e-3_eval.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-3_eval.json |
fae_anp_eval.json |
software | healthy | results/probes/g1/fae_anp_eval.json |
fae_np2_b1e-3_a1e-2_generation.json |
software | healthy | results/probes/g1/fae_np2_b1e-3_a1e-2_generation.json |
fixedN_vs_multicount.json |
software | healthy | results/probes/g1/fixedN_vs_multicount.json |
diag_token_readout.json |
software | healthy | results/probes/g1/diag_token_readout.json |
MIGRATION.md |
software | healthy | docs/MIGRATION.md |
FAE.md |
software | healthy | docs/FAE.md |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
PatchEmbed2D |
software | healthy | benchmarks/jepa/ijepa2d.py:29 |
ViT2D |
software | healthy | benchmarks/jepa/ijepa2d.py:52 |
Predictor2D |
software | healthy | benchmarks/jepa/ijepa2d.py:75 |
IJEPA2D |
software | healthy | benchmarks/jepa/ijepa2d.py:99 |
MaskedAutoencoderViT |
software | healthy | benchmarks/mae/mae.py:57 |
MLPProbe |
software | healthy | arxiv/scripts/eval_fae_np.py:40 |
MLPProbe |
software | healthy | arxiv/scripts/diag_pair_probe.py:96 |
G1PairDataset |
software | healthy | arxiv/scripts/train_fae_temporal.py:35 |
TemporalPropagator |
software | healthy | arxiv/scripts/train_fae_temporal.py:64 |
JEPAPredictor |
software | healthy | arxiv/scripts/train_jepa_perceiver.py:34 |
GaussianLatentHead |
software | healthy | arxiv/src/models/fae_np.py:36 |
LatentToContext |
software | healthy | arxiv/src/models/fae_np.py:82 |
HeteroscedasticCViTDecoder |
software | healthy | arxiv/src/models/fae_np.py:102 |
FAENP |
software | healthy | arxiv/src/models/fae_np.py:144 |
Attention |
software | healthy | arxiv/src/models/jepa_vit.py:34 |
MLP |
software | healthy | arxiv/src/models/jepa_vit.py:56 |
Block |
software | healthy | arxiv/src/models/jepa_vit.py:67 |
PatchEmbed1D |
software | healthy | arxiv/src/models/jepa_vit.py:79 |
VisionTransformer1D |
software | healthy | arxiv/src/models/jepa_vit.py:109 |
VisionTransformerPredictor1D |
software | healthy | arxiv/src/models/jepa_vit.py:143 |
MethodSpec |
software | healthy | arxiv/src/models/zoo.py:44 |
MLPSparseEncoder |
software | healthy | arxiv/src/models/baselines.py:19 |
MLPSparseDecoder |
software | healthy | arxiv/src/models/baselines.py:47 |
MLPSparseAE |
software | healthy | arxiv/src/models/baselines.py:76 |
CNN1DAE |
software | healthy | arxiv/src/models/baselines.py:97 |
MAE1DAE |
software | healthy | arxiv/src/models/baselines.py:160 |
Residual |
software | healthy | src/models/fae.py:42 |
SenseiverMLP |
software | healthy | src/models/fae.py:53 |
WiderMLP |
software | healthy | src/models/fae.py:66 |
CrossAttention |
software | healthy | src/models/fae.py:79 |
SelfAttention |
software | healthy | src/models/fae.py:95 |
CrossLayer |
software | healthy | src/models/fae.py:110 |
SelfLayer |
software | healthy | src/models/fae.py:123 |
EncoderLayer |
software | healthy | src/models/fae.py:161 |
FAEEncoder |
software | healthy | src/models/fae.py:178 |
SenseiverDecoder |
software | healthy | src/models/fae.py:234 |
CViTBlock |
software | healthy | src/models/fae.py:269 |
CViTDecoder |
software | healthy | src/models/fae.py:290 |
QueryReadout |
software | healthy | src/models/fae.py:327 |
FAE |
software | healthy | src/models/fae.py:355 |
MLPProbe |
software | healthy | src/metrics/probes.py:35 |
| Label | Layer | Status | Path |
|---|---|---|---|
benchmarks |
software | healthy | benchmarks |
jepa |
software | healthy | benchmarks/jepa |
mae |
software | healthy | benchmarks/mae |
results |
software | healthy | results |
probes |
software | healthy | results/probes |
g1 |
software | healthy | results/probes/g1 |
docs |
software | healthy | docs |
benchmarks |
software | healthy | docs/benchmarks |
scripts |
software | healthy | scripts |
_queue |
software | healthy | scripts/_queue |
arxiv |
software | healthy | arxiv |
data_gen |
software | healthy | arxiv/data_gen |
docs |
software | healthy | arxiv/docs |
results |
software | healthy | arxiv/docs/results |
scripts |
software | healthy | arxiv/scripts |
src |
software | healthy | arxiv/src |
models |
software | healthy | arxiv/src/models |
metrics |
software | healthy | arxiv/src/metrics |
src |
software | healthy | src |
models |
software | healthy | src/models |
metrics |
software | healthy | src/metrics |
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-74cqpx4r |
software | healthy | /tmp/repobility-clone-74cqpx4r |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | docs/cluster_setup.sh |
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