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clean up
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6 files changed

+6
-128
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sigllm/core.py

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INTERVAL_PRIMITIVE = 'mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1'
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DECIMAL_PRIMITIVE = 'sigllm.primitives.transformation.Float2Scalar#1'
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WINDOW_SIZE_PRIMITIVE = 'sigllm.primitives.forecasting.custom.rolling_window_sequences#1'
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WINDOW_SIZE_PRIMITIVE = 'mlstars.custom.timeseries_preprocessing.rolling_window_sequences#1'
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class SigLLM(Orion):

sigllm/pipelines/detector/gpt_detector.json

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"mlstars.custom.timeseries_preprocessing.time_segments_aggregate",
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"sklearn.impute.SimpleImputer",
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"sigllm.primitives.transformation.Float2Scalar",
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"sigllm.primitives.forecasting.custom.rolling_window_sequences",
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"mlstars.custom.timeseries_preprocessing.rolling_window_sequences",
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"sigllm.primitives.transformation.format_as_string",
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"sigllm.primitives.forecasting.gpt.GPT",
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"sigllm.primitives.transformation.format_as_integer",
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"decimal": 2,
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"rescale": true
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},
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"sigllm.primitives.forecasting.custom.rolling_window_sequences#1": {
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"mlstars.custom.timeseries_preprocessing.rolling_window_sequences#1": {
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"target_column": 0,
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"window_size": 140,
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"target_size": 1

sigllm/pipelines/detector/mistral_detector.json

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"mlstars.custom.timeseries_preprocessing.time_segments_aggregate",
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"sklearn.impute.SimpleImputer",
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"sigllm.primitives.transformation.Float2Scalar",
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"sigllm.primitives.forecasting.custom.rolling_window_sequences",
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"mlstars.custom.timeseries_preprocessing.rolling_window_sequences",
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"sigllm.primitives.transformation.format_as_string",
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"sigllm.primitives.forecasting.huggingface.HF",
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"sigllm.primitives.transformation.format_as_integer",
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"decimal": 2,
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"rescale": true
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},
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"sigllm.primitives.forecasting.custom.rolling_window_sequences#1": {
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"mlstars.custom.timeseries_preprocessing.rolling_window_sequences#1": {
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"target_column": 0,
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"window_size": 140,
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"target_size": 1

sigllm/primitives/forecasting/custom.py

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sigllm/primitives/jsons/sigllm.primitives.forecasting.custom.rolling_window_sequences.json

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tutorials/pipelines/detector-pipeline.ipynb

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"['mlstars.custom.timeseries_preprocessing.time_segments_aggregate',\n",
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" 'sklearn.impute.SimpleImputer',\n",
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" 'sigllm.primitives.transformation.Float2Scalar',\n",
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" 'sigllm.primitives.forecasting.custom.rolling_window_sequences',\n",
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" 'mlstars.custom.timeseries_preprocessing.rolling_window_sequences',\n",
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" 'sigllm.primitives.transformation.format_as_string',\n",
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" 'sigllm.primitives.forecasting.huggingface.HF',\n",
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" 'sigllm.primitives.transformation.format_as_integer',\n",

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