Dataset · Hugging Face

appleparan/telemanom

Name: telemanom
Creator: appleparan
License: bsd-3-clause
Keywords: task_categories:other, license:bsd-3-clause, size_categories:100K<n<1M, format:parquet, modality:tabular, modality:timeseries, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:1802.04431, region:us, timeseries, anomaly-detection, spacecraft

NASA SMAP and MSL Spacecraft Anomaly Detection Dataset Dataset Description This dataset contains real spacecraft telemetry data and labeled anomalies from two NASA missions: SMAP (Soil Moisture Active Passive satellite) MSL (Mars Science Laboratory / Curiosity Rover) The data was originally used in the 2018 KDD paper Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding and released via the telemanom repository. Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/appleparan/telemanom.

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Author / organization	appleparan
License (as declared)	bsd-3-clause
Downloads	8.1K (as reported by Hugging Face)
Likes	0
Created	8 April 2026
Last updated at source	9 April 2026

timeseriesanomaly-detectionspacecrafttelemetryNASASMAPMSL

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