multi-condition
ALE-Multi-Condition-Dual-Fault-Aero-Engine-RUL-Release-Audit
ALE-多工况双故障航空发动机剩余寿命模型发布审计
这是一道完整的 ALE 候选 L1 长程任务样例。它不是单纯的数据整理题,而是一个从论文与真实公开数据实体出发,覆盖数据泄漏审计、模型训练、隐藏测试、不确定性、浏览器仪表盘、DOCX 报告和案例审核的专业工作流。
任务目标
答题者需要审计一个存在发动机实体泄漏的初始 RUL 模型,在冻结的发动机级切分上重新训练,并交付可复算模型、248 台发动机的预测与 80% 区间、离线仪表盘、可编辑报告和 12 个冻结案例审核记录。
真实来源
NASA C-MAPSS 数据页:https://data.nasa.gov/dataset/cmapss-jet-engine-simulated-data
NASA PCoE 数据仓库:https://www.nasa.gov/intelligent-systems-division/discovery-and-systems-health/pcoe/pcoe-data-set-repository/… See the full description on the dataset page: https://huggingface.co/datasets/LianeMarilin/ALE-Multi-Condition-Dual-Fault-Aero-Engine-RUL-Release-Audit.MULTI_VALUE_cola_conditional_were_was
Dataset Card for "MULTI_VALUE_cola_conditional_were_was"
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MULTI_VALUE_qqp_conditional_were_was
Dataset Card for "MULTI_VALUE_qqp_conditional_were_was"
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MULTI_VALUE_mnli_conditional_were_was
Dataset Card for "MULTI_VALUE_mnli_conditional_were_was"
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MULTI_VALUE_sst2_conditional_were_was
Dataset Card for "MULTI_VALUE_sst2_conditional_were_was"
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MULTI_VALUE_stsb_conditional_were_was
Dataset Card for "MULTI_VALUE_stsb_conditional_were_was"
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