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Add TsFile (converted from thuml/Time-Series-Library)

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.gitattributes CHANGED
@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
 
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ UWaveGestureLibrary_test.tsfile filter=lfs diff=lfs merge=lfs -text
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+ UWaveGestureLibrary_train.tsfile filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ license: cc-by-4.0
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+ task_categories:
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+ - time-series-classification
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+ tags:
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+ - tsfile
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+ - timeseries
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+ - time-series
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+ - classification
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+ pretty_name: UWaveGestureLibrary (TsFile)
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+ size_categories:
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+ - 10K<n<100K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: UWaveGestureLibrary_train.tsfile
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+ - split: test
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+ path: UWaveGestureLibrary_test.tsfile
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+ ---
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+
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+ # UWaveGestureLibrary (TsFile)
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+
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+ Apache TsFile version of the `UWaveGestureLibrary` UEA classification subset of
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+ [`thuml/Time-Series-Library`](https://huggingface.co/datasets/thuml/Time-Series-Library).
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+
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+ ## Overview
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+
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+ Accelerometer traces of eight hand gestures; classify the gesture.
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+
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+ - **Train samples:** 120 • **Test samples:** 320.
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+ - **Dimensions (channels):** 3 • **Series length:** 315.
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+ - **Classes:** 8.
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+
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+ Each sample is an independent multivariate series. TRAIN and TEST are stored as
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+ two separate TsFiles (`UWaveGestureLibrary_train.tsfile` / `UWaveGestureLibrary_test.tsfile`).
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+
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+ ## Schema (TsFile structure)
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+
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+ - **sample_index** (TAG) — one device per sample. Query one sample with
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+ `WHERE sample_index=0`.
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+ - **Time** (INT64) — within-sample position (0..314); a frame index, not a
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+ wall-clock timestamp (the sktime `.ts` source has none).
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+ - **dim_0 … dim_2** (FIELD, FLOAT) — the 3 channels at each position.
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+ - **class_label** (FIELD, STRING) — the sample's class, repeated on every row.
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+
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+ Converted from the sktime `.ts` format. Nothing is dropped: every dimension,
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+ time point, and label is preserved.
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+
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+ ## Usage
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+
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+ Read the `.tsfile` files with the Apache TsFile Java or Python SDK.
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+
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+ ## Source & license
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+
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+ - Original dataset: https://huggingface.co/datasets/thuml/Time-Series-Library (subset `UWaveGestureLibrary`)
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+ - Author / publisher: thuml (Tsinghua University)
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+ - Paper: https://arxiv.org/abs/2407.13278
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+ - License: CC BY 4.0
UWaveGestureLibrary_test.tsfile ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:10bad6b66d226ea97fa3ccd905794fe2afccd7ea1ec90405e999bdf50b904ad7
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+ size 1042871
UWaveGestureLibrary_train.tsfile ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ea415f508b8ca02d4993f307fe07adf78ece96a8836ef264c4365be5bae50527
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+ size 389950