Download submission_artifacts/planner.json from CarlAlbertCode/BatterySwapAI2026-MnesisLab: direct link, hf CLI and curl.
- Browser
- Download file 4.35 kB
-
https://huggingface.co/CarlAlbertCode/BatterySwapAI2026-MnesisLab/resolve/main/submission_artifacts/planner.json
- Command line
-
hf download hf://CarlAlbertCode/BatterySwapAI2026-MnesisLab/submission_artifacts/planner.json
-
curl -L -o planner.json https://huggingface.co/CarlAlbertCode/BatterySwapAI2026-MnesisLab/resolve/main/submission_artifacts/planner.json
4.35 kB
| { | |
| "dataset_revision": "7f423ac4cb6ab146f7ea7a37872eb4dfc3c9705c", | |
| "artifact": "submission_artifacts/planner.joblib", | |
| "quantile": 0.05, | |
| "event_risk_threshold": 0.5, | |
| "prediction_offset_days": -5.0, | |
| "risk_calibration_scale": 1.5, | |
| "expected_gain_margin": 10.0, | |
| "expected_service_cost_hours": 2.0, | |
| "scheduled_fraction": 0.038, | |
| "capacity_lookback_days": 42, | |
| "weekly_guard_fraction": 0.95, | |
| "hard_limit_penalty_multiplier": 1.5, | |
| "minimum_scheduled_batteries": 8, | |
| "maximum_scheduled_batteries": 24, | |
| "calibration_folds": 5, | |
| "planner_policy": { | |
| "event_risk_threshold": 0.5, | |
| "prediction_offset_days": -5.0, | |
| "building_batch_window_days": 4, | |
| "unscheduled_margin_days": 1, | |
| "capacity_lookback_days": 42, | |
| "capacity_lookahead_days": 21, | |
| "capacity_daily_limit_fraction": 1.0, | |
| "capacity_weekly_limit_fraction": 0.95, | |
| "capacity_limit_penalty_multiplier": 1.5, | |
| "capacity_operational_cost_weight": 1.5, | |
| "use_expected_cost": true, | |
| "risk_calibration_scale": 1.5, | |
| "expected_event_day_shift": 0.0, | |
| "expected_service_cost_hours": 2.0, | |
| "expected_gain_margin": 10.0, | |
| "expected_emergency_buffer_days": 6.0, | |
| "stale_risk_cutoff_days": 7.0, | |
| "recent_gap_risk_factor": 0.75, | |
| "stale_risk_factor": 0.1, | |
| "minimum_scheduled_batteries": 8, | |
| "maximum_scheduled_batteries": 24, | |
| "route_last_leg_factor": 1.0, | |
| "survivor_horizon_scale": 1.0, | |
| "scheduled_fraction": 0.038, | |
| "risk_quantile_spread_days": 0.0, | |
| "selection_key": "expected_gain" | |
| }, | |
| "survivor_rul_head": true, | |
| "trajectory_weight": 0.25, | |
| "forecast_heads": [ | |
| "p30_2.45", | |
| "p30_2.5", | |
| "p60_2.45", | |
| "p60_2.5", | |
| "p90_2.45", | |
| "p90_2.5", | |
| "v30", | |
| "v60", | |
| "v90" | |
| ], | |
| "training_rows": 19890, | |
| "training_devices": 458, | |
| "features": [ | |
| "voltage_median", | |
| "voltage_mean", | |
| "voltage_min", | |
| "voltage_max", | |
| "voltage_std", | |
| "temperature_median", | |
| "temperature_std", | |
| "observations_day", | |
| "stable_voltage_median", | |
| "history_days", | |
| "days_since_previous", | |
| "voltage_mean_3d", | |
| "voltage_min_3d", | |
| "voltage_max_3d", | |
| "voltage_std_3d", | |
| "temperature_mean_3d", | |
| "voltage_slope_3d", | |
| "span_3d", | |
| "voltage_mean_7d", | |
| "voltage_min_7d", | |
| "voltage_max_7d", | |
| "voltage_std_7d", | |
| "temperature_mean_7d", | |
| "voltage_slope_7d", | |
| "span_7d", | |
| "voltage_mean_14d", | |
| "voltage_min_14d", | |
| "voltage_max_14d", | |
| "voltage_std_14d", | |
| "temperature_mean_14d", | |
| "voltage_slope_14d", | |
| "span_14d", | |
| "voltage_mean_30d", | |
| "voltage_min_30d", | |
| "voltage_max_30d", | |
| "voltage_std_30d", | |
| "temperature_mean_30d", | |
| "voltage_slope_30d", | |
| "span_30d", | |
| "voltage_mean_60d", | |
| "voltage_min_60d", | |
| "voltage_max_60d", | |
| "voltage_std_60d", | |
| "temperature_mean_60d", | |
| "voltage_slope_60d", | |
| "span_60d", | |
| "voltage_mean_90d", | |
| "voltage_min_90d", | |
| "voltage_max_90d", | |
| "voltage_std_90d", | |
| "temperature_mean_90d", | |
| "voltage_slope_90d", | |
| "span_90d", | |
| "voltage_mean_180d", | |
| "voltage_min_180d", | |
| "voltage_max_180d", | |
| "voltage_std_180d", | |
| "temperature_mean_180d", | |
| "voltage_slope_180d", | |
| "span_180d", | |
| "voltage_mean_365d", | |
| "voltage_min_365d", | |
| "voltage_max_365d", | |
| "voltage_std_365d", | |
| "temperature_mean_365d", | |
| "voltage_slope_365d", | |
| "span_365d", | |
| "voltage_recent_vs_30d", | |
| "voltage_recent_vs_90d", | |
| "voltage_range_day", | |
| "location_age_days", | |
| "data_gap_days", | |
| "voltage_rank_global", | |
| "voltage_rank_building", | |
| "voltage_rank_room", | |
| "building_battery_count", | |
| "room_battery_count" | |
| ], | |
| "artifact_sha256": "3cfca2e7dd2c05ddd84f2eca42a484168a1ab4ad3cd454806ef4e687fe8f1569", | |
| "runtime_versions": { | |
| "batteryswap_public": "0.3.4", | |
| "fastparquet": "2026.5.0", | |
| "joblib": "1.5.3", | |
| "numpy": "2.2.6", | |
| "pandas": "2.3.3", | |
| "scikit-learn": "1.7.2" | |
| }, | |
| "validation_report": "artifacts/submission_cv_final.json", | |
| "optimistic_train_score": { | |
| "building_change": 10.25, | |
| "daily_limit": 14.583333333333334, | |
| "travel": 32.68057291666667, | |
| "battery_swap": 4.026041666666667, | |
| "early_swap": 391.3229166666667, | |
| "weekly_limit": 39.583333333333336, | |
| "overtime": 51.89251388888891, | |
| "room_change": 6.75, | |
| "late_swap": 75.83333333333333, | |
| "total_cost": 626.9220451388888 | |
| } | |
| } |