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sage-Tae/asymmetric-quantile-ink-newsvendor

https://github.com/sage-Tae/asymmetric-quantile-ink-newsvendor · scanned 2026-06-15 23:59 UTC (2 months, 3 weeks ago)

49 raw signals (0 security + 49 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 44 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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55.6% cov · 44 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 37 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 44 Crowd 0 Layer: Software 20 Frontend 1 Security 1 Cicd 1 Quality 21

Exclude dismissed / FP Exclude test files

All 313 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
`cost`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_01/run_experiments.p…`
`cost`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_07/run_experiments.p…`
`shortage_vec`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_07/run_experiments.p…`
`new_run_id`	software	healthy	`src/logging_util.py:26`
`run_dir`	software	healthy	`src/logging_util.py:30`
`save_results_json`	software	healthy	`src/logging_util.py:37`
`append_leaderboard`	software	healthy	`src/logging_util.py:45`
`flatten_for_leaderboard`	software	healthy	`src/logging_util.py:55`
`_prep`	software	healthy	`src/day3_a9_yraw.py:35`
`_split_cal`	software	healthy	`src/day3_a9_yraw.py:43`
`_train_cb_multi`	software	healthy	`src/day3_a9_yraw.py:49`
`_predict`	software	healthy	`src/day3_a9_yraw.py:70`
`_read_best_params`	software	healthy	`src/day3_a9_yraw.py:77`
`main`	software	healthy	`src/day3_a9_yraw.py:92`
`calibrated`	software	healthy	`src/day3_a9_yraw.py:146`
`_safe_features_no_inkmake`	software	healthy	`src/day3_a7_model_b.py:37`
`_prep_cb`	software	healthy	`src/day3_a7_model_b.py:43`
`_split_cal`	software	healthy	`src/day3_a7_model_b.py:51`
`_fit_catboost_multi`	software	healthy	`src/day3_a7_model_b.py:57`
`_bl7`	software	healthy	`src/day3_a7_model_b.py:72`
`pred`	software	healthy	`src/day3_a7_model_b.py:116`
`_proposed`	software	healthy	`src/day3_a7_model_b.py:84`
`base`	software	healthy	`src/day3_a7_model_b.py:89`
`main`	software	healthy	`src/day3_a7_model_b.py:124`
`_shortage_v2`	software	healthy	`src/day7_golden_aggregate.py:23`
`main`	software	healthy	`src/day7_golden_aggregate.py:29`
`_clean`	software	healthy	`src/metrics.py:14`
`point_metrics`	software	healthy	`src/metrics.py:21`
`pinball_loss`	software	healthy	`src/metrics.py:36`
`asymmetric_cost`	software	healthy	`src/metrics.py:45`
`shortage_rate`	software	healthy	`src/metrics.py:55`
`mean_make`	software	healthy	`src/metrics.py:63`
`evaluate_point_pred`	software	healthy	`src/metrics.py:71`
`evaluate_q`	software	healthy	`src/metrics.py:76`
`evaluate_q_per_scenario`	software	healthy	`src/metrics.py:102`
`group_mape`	software	dead	`src/metrics.py:140`
`shortage_v2`	software	healthy	`src/evaluator.py:35`
`new_run_id`	software	healthy	`src/evaluator.py:41`
`_scn_metrics`	software	healthy	`src/evaluator.py:45`
`register_run`	software	healthy	`src/evaluator.py:57`
`_bl0_actual_test`	software	healthy	`src/evaluator.py:117`
`_bl0_actual_golden`	software	healthy	`src/evaluator.py:131`
`_append_leaderboard`	software	healthy	`src/evaluator.py:145`
`_tier_matrix`	software	healthy	`src/evaluator.py:163`
`collect_long_format`	software	healthy	`src/evaluator.py:193`
`refresh_artifacts`	software	healthy	`src/evaluator.py:215`
`y_arrays_test_golden`	software	dead	`src/evaluator.py:302`
`_setup_style`	software	healthy	`src/day6_figures.py:73`
`_color_for`	software	healthy	`src/day6_figures.py:98`
`fig1_architecture`	software	healthy	`src/day6_figures.py:106`

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`
`LICENSE`	software	healthy	`LICENSE`
`requirements.txt`	software	healthy	`requirements.txt`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135035_A3_conservative_coverage/resul…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135039_A6_lightgbm_quantile/results.j…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135034_A2_proposed_locally_adaptive/r…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135040_A7a_BL7_no_inkmake/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135034_A1_proposed_log1p/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134956_BL4_catboost_rmse/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135036_A5_no_highcard_cat/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134954_BL3_OLS/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135030_BL6_quantile_linear/results.js…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135032_BL7_catboost_multiquantile/res…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135119_A8a_BL7_tuned/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135035_A4_no_domain_features/results.…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135244_A8c_Proposed_tuned/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135032_proposed_conformal_quantile/re…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135041_A7c_Proposed_no_inkmake/result…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135245_A9a_BL7_target_Yraw/results.js…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135207_A8b_A2_tuned/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134953_BL1_linear/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134953_BL0_human/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135252_A10_mapie_cqr/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135257_A12_expanding_cv/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134957_BL5_mixed_effects/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135254_A11_ngboost_normal/results.json`
`results.json`	software	healthy	`06_실험결과/runs/20260514_134953_BL2_INK_USE_PREDICT/results.js…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135245_A9b_Proposed_target_Yraw/resul…`
`results.json`	software	healthy	`06_실험결과/runs/20260514_135040_A7b_A2_no_inkmake/results.json`
`run_experiments.py`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_01/run_experiments.py`
`run_experiments.py`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_07/run_experiments.py`
`_paper_v1_combined.md`	software	healthy	`05_논문초고/_paper_v1_combined.md`
`paper_final.md`	software	healthy	`05_논문초고/auto_revise2/paper_final.md`
`cycle_10_experiment_plan.md`	software	healthy	`05_논문초고/auto_revise2/logs/cycle_10_experiment_plan.md`
`cycle_01_experiment_plan.md`	software	healthy	`05_논문초고/auto_revise2/logs/cycle_01_experiment_plan.md`
`cycle_07_experiment_plan.md`	software	healthy	`05_논문초고/auto_revise2/logs/cycle_07_experiment_plan.md`
`reviewer_v1.md`	software	healthy	`05_논문초고/auto_revise2/prompts/reviewer_v1.md`
`writer_v1.md`	software	healthy	`05_논문초고/auto_revise2/prompts/writer_v1.md`
`writer_v3.md`	software	healthy	`05_논문초고/auto_revise2/prompts/writer_v3.md`
`reviewer_v3.md`	software	healthy	`05_논문초고/auto_revise2/prompts/reviewer_v3.md`
`writer_v2.md`	software	healthy	`05_논문초고/auto_revise2/prompts/writer_v2.md`
`reviewer_v2.md`	software	healthy	`05_논문초고/auto_revise2/prompts/reviewer_v2.md`
`references_final.md`	software	healthy	`05_논문초고/auto_revise/references_final.md`
`paper_final.md`	software	healthy	`05_논문초고/auto_revise/paper_final.md`
`rubric.md`	software	healthy	`05_논문초고/auto_revise/rubric.md`
`reviewer_v1.md`	software	healthy	`05_논문초고/auto_revise/prompts/reviewer_v1.md`
`writer_v1.md`	software	healthy	`05_논문초고/auto_revise/prompts/writer_v1.md`
`writer_v3.md`	software	healthy	`05_논문초고/auto_revise/prompts/writer_v3.md`
`reviewer_v3.md`	software	healthy	`05_논문초고/auto_revise/prompts/reviewer_v3.md`
`writer_v2.md`	software	healthy	`05_논문초고/auto_revise/prompts/writer_v2.md`

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

Label	Layer	Status	Path
`06_실험결과`	software	healthy	`06_실험결과`
`runs`	software	healthy	`06_실험결과/runs`
`20260514_135035_A3_conservative_coverage`	software	healthy	`06_실험결과/runs/20260514_135035_A3_conservative_coverage`
`20260514_135039_A6_lightgbm_quantile`	software	healthy	`06_실험결과/runs/20260514_135039_A6_lightgbm_quantile`
`20260514_135034_A2_proposed_locally_adaptive`	software	healthy	`06_실험결과/runs/20260514_135034_A2_proposed_locally_adaptive`
`20260514_135040_A7a_BL7_no_inkmake`	software	healthy	`06_실험결과/runs/20260514_135040_A7a_BL7_no_inkmake`
`20260514_135034_A1_proposed_log1p`	software	healthy	`06_실험결과/runs/20260514_135034_A1_proposed_log1p`
`20260514_134956_BL4_catboost_rmse`	software	healthy	`06_실험결과/runs/20260514_134956_BL4_catboost_rmse`
`20260514_135036_A5_no_highcard_cat`	software	healthy	`06_실험결과/runs/20260514_135036_A5_no_highcard_cat`
`20260514_134954_BL3_OLS`	software	healthy	`06_실험결과/runs/20260514_134954_BL3_OLS`
`20260514_135030_BL6_quantile_linear`	software	healthy	`06_실험결과/runs/20260514_135030_BL6_quantile_linear`
`20260514_135032_BL7_catboost_multiquantile`	software	healthy	`06_실험결과/runs/20260514_135032_BL7_catboost_multiquantile`
`20260514_135119_A8a_BL7_tuned`	software	healthy	`06_실험결과/runs/20260514_135119_A8a_BL7_tuned`
`20260514_135035_A4_no_domain_features`	software	healthy	`06_실험결과/runs/20260514_135035_A4_no_domain_features`
`20260514_135244_A8c_Proposed_tuned`	software	healthy	`06_실험결과/runs/20260514_135244_A8c_Proposed_tuned`
`20260514_135032_proposed_conformal_quantile`	software	healthy	`06_실험결과/runs/20260514_135032_proposed_conformal_quantile`
`20260514_135041_A7c_Proposed_no_inkmake`	software	healthy	`06_실험결과/runs/20260514_135041_A7c_Proposed_no_inkmake`
`20260514_135245_A9a_BL7_target_Yraw`	software	healthy	`06_실험결과/runs/20260514_135245_A9a_BL7_target_Yraw`
`20260514_135207_A8b_A2_tuned`	software	healthy	`06_실험결과/runs/20260514_135207_A8b_A2_tuned`
`20260514_134953_BL1_linear`	software	healthy	`06_실험결과/runs/20260514_134953_BL1_linear`
`20260514_134953_BL0_human`	software	healthy	`06_실험결과/runs/20260514_134953_BL0_human`
`20260514_135252_A10_mapie_cqr`	software	healthy	`06_실험결과/runs/20260514_135252_A10_mapie_cqr`
`20260514_135257_A12_expanding_cv`	software	healthy	`06_실험결과/runs/20260514_135257_A12_expanding_cv`
`20260514_134957_BL5_mixed_effects`	software	healthy	`06_실험결과/runs/20260514_134957_BL5_mixed_effects`
`20260514_135254_A11_ngboost_normal`	software	healthy	`06_실험결과/runs/20260514_135254_A11_ngboost_normal`
`20260514_134953_BL2_INK_USE_PREDICT`	software	healthy	`06_실험결과/runs/20260514_134953_BL2_INK_USE_PREDICT`
`20260514_135245_A9b_Proposed_target_Yraw`	software	healthy	`06_실험결과/runs/20260514_135245_A9b_Proposed_target_Yraw`
`20260514_135040_A7b_A2_no_inkmake`	software	healthy	`06_실험결과/runs/20260514_135040_A7b_A2_no_inkmake`
`auto_revise2_experiments`	software	healthy	`06_실험결과/auto_revise2_experiments`
`cycle_01`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_01`
`cycle_07`	software	healthy	`06_실험결과/auto_revise2_experiments/cycle_07`
`05_논문초고`	software	healthy	`05_논문초고`
`auto_revise2`	software	healthy	`05_논문초고/auto_revise2`
`logs`	software	healthy	`05_논문초고/auto_revise2/logs`
`prompts`	software	healthy	`05_논문초고/auto_revise2/prompts`
`auto_revise`	software	healthy	`05_논문초고/auto_revise`
`prompts`	software	healthy	`05_논문초고/auto_revise/prompts`
`src`	software	healthy	`src`

Label	Layer	Status	Path
`repobility-clone-r2euqpxr`	software	healthy	`/tmp/repobility-clone-r2euqpxr`

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sage-Tae/asymmetric-quantile-ink-newsvendor

Complete repo analysis

function 50+

file 50+

directory 38

repo 1