lars ee29b9a303 router: seed EnergyRouter centers from data quantiles instead of a fixed linspace ...

The 2026-07-22 rollout benchmark's router_gating diagnostic showed the
10-expert EnergyRouter's default linspace(-2, 2, n_experts) init assumes a
roughly uniform z-normalized energy distribution, leaving experts heavily
overlapping instead of partitioning the range. Add an optional
centers_init kwarg (backward compatible, defaults to the old linspace) and
have giant train estimate it from a reservoir sample of the real energy
column, collected during the existing normalizer-fitting pass.

2026-07-27 13:11:16 +02:00

..

test_analysis_reduce.py

Rewrite analysis as streaming rollout-vs-reference plotting pipeline

2026-07-23 17:38:09 +02:00

test_bump_dataset_version.py

Fix ruff, ty, and pytest failures; apply ruff format

2026-07-02 16:59:22 +02:00

test_catalog.py

analyze: chunk per-plot aggregation across HTCondor jobs

2026-07-27 09:24:19 +02:00

test_cli_predict.py

Add --comment option to predict, recorded in YAML sidecar

2026-07-06 09:37:48 +02:00

test_condor.py

analyze: default run directory to <repo>/analysis_runs, gitignored

2026-07-27 11:29:35 +02:00

test_config.py

Apply ruff format and document lint/type tooling in CLAUDE.md

2026-06-18 17:40:27 +02:00

test_create_root_files.py

Support --energy-gev in dwarf make-root for the new minicalosim energy arg

2026-07-13 13:59:09 +02:00

test_dataset.py

Implement Phase 2: secondary particle prediction

2026-06-29 11:34:31 +02:00

test_dwarf.py

Unify dataset/tooling scripts into a single dwarf Typer CLI

2026-07-02 09:52:37 +02:00

test_flow.py

Implement Phase 2: secondary particle prediction

2026-06-29 11:34:31 +02:00

test_geometry.py

Add fast slab lookup for the GeometryOracle, replacing knn as the default

2026-07-08 11:42:12 +02:00

test_loader.py

Apply ruff format after merging phase2-secondary-prediction

2026-07-15 10:00:36 +02:00

test_materials.py

Condition on material/particle physical properties instead of learned embeddings

2026-07-17 15:12:54 +02:00

test_network.py

Implement Phase 2: secondary particle prediction

2026-06-29 11:34:31 +02:00

test_particles.py

Fix crashes in physical-property conditioning edge cases

2026-07-20 10:36:25 +02:00

test_phase2.py

Condition on material/particle physical properties instead of learned embeddings

2026-07-17 15:12:54 +02:00

test_render.py

Rewrite analysis as streaming rollout-vs-reference plotting pipeline

2026-07-23 17:38:09 +02:00

test_rollout.py

Fix crashes in physical-property conditioning edge cases

2026-07-20 10:36:25 +02:00

test_router_gating.py

analyze: add MoE router gating/share diagnostic plots

2026-07-24 13:32:25 +02:00

test_router.py

router: seed EnergyRouter centers from data quantiles instead of a fixed linspace

2026-07-27 13:11:16 +02:00

test_steps_to_parquet_parallel.py

Fix ruff, ty, and pytest failures; apply ruff format

2026-07-02 16:59:22 +02:00

test_steps_to_parquet.py

Apply ruff format after merging phase2-secondary-prediction

2026-07-15 10:00:36 +02:00

test_transforms.py

transforms: pad legacy cond normalizers for pre-physical-conditioning checkpoints

2026-07-27 11:06:48 +02:00

test_validate.py

Fix crashes in physical-property conditioning edge cases

2026-07-20 10:36:25 +02:00

test_wgan.py

Add WGAN-GP mode as a throwaway fast-eval experiment

2026-07-22 11:20:28 +02:00