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EcoSphereAI

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mmfarabi

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Dockerfile

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LICENSE

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README.md

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app.db

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app.py

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carbon_emissions_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
309 kB
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Upload 42 files 10 months ago
connectivity_regression_model.pkl
Detected Pickle imports (38)
- "flaml.automl.task.generic_task.GenericTask",
- "numpy.core.multiarray._reconstruct",
- "flaml.automl.model.CatBoostEstimator",
- "numpy.ndarray",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "_codecs.encode",
- "pandas.core.indexes.base.Index",
- "flaml.automl.model.SparkGBTEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "flaml.automl.model.SparkRandomForestEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.automl.AutoML",
- "flaml.automl.state.AutoMLState",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.LRL2Classifier",
- "flaml.automl.model.LRL1Classifier",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.SparkGLREstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.dtype",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.TransformersEstimator",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.data.DataTransformer",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.KNeighborsEstimator"
How to fix it?
12.5 MB
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Upload 42 files 10 months ago
cost_prediction_model.pkl
Detected Pickle imports (38)
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.CatBoostEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.SVCEstimator",
- "_codecs.encode",
- "flaml.automl.state.AutoMLState",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "numpy.dtype",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.data.DataTransformer",
- "flaml.automl.model.SparkRandomForestEstimator",
- "flaml.automl.model.LassoLarsEstimator",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.model.TransformersEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "flaml.automl.model.SparkGLREstimator",
- "numpy.ndarray",
- "pandas.core.indexes.base.Index",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.LRL1Classifier"
How to fix it?
13.6 MB
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Upload 42 files 10 months ago
cost_prediction_model2.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
9.23 MB
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Upload 42 files 10 months ago
data_usage_regression_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
253 kB
xet

Upload 42 files 10 months ago
data_usage_regression_model2.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
376 kB
xet

Upload 42 files 10 months ago
downtime_events_regression_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
531 kB
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Upload 42 files 10 months ago
emissions_impact_model.pkl
Detected Pickle imports (38)
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.model.LRL2Classifier",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "numpy.dtype",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "flaml.automl.model.SparkRandomForestEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.data.DataTransformer",
- "numpy.ndarray",
- "flaml.automl.model.RandomForestEstimator",
- "numpy.core.multiarray._reconstruct",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "flaml.automl.automl.AutoML",
- "flaml.automl.task.generic_task.GenericTask",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.state.AutoMLState",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.LassoLarsEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.KNeighborsEstimator",
- "pandas.core.indexes.base._new_Index",
- "_codecs.encode",
- "flaml.automl.model.SGDEstimator",
- "pandas.core.indexes.base.Index",
- "sklearn.compose._column_transformer.ColumnTransformer"
How to fix it?
22 MB
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Upload 42 files 10 months ago
energy_impact_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
5.31 MB
xet

Upload 42 files 10 months ago
energy_usage.csv

1.9 MB
Upload 42 files 10 months ago
energy_usage_merged_data.csv

4.03 MB
Upload 42 files 10 months ago
energy_usage_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
1.16 MB
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Upload 42 files 10 months ago
energy_usage_ts.csv

41.2 kB
Upload 42 files 10 months ago
environment.csv

13 kB
Upload 42 files 10 months ago
environment_automl_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
4.08 MB
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Upload 42 files 10 months ago
environment_merged_data.csv

19.8 kB
Upload 42 files 10 months ago
infrastructure_impact_model.pkl
Detected Pickle imports (38)
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "numpy.ndarray",
- "numpy.dtype",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.LRL1Classifier",
- "pandas.core.indexes.base.Index",
- "flaml.automl.data.DataTransformer",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.state.AutoMLState",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.model.SGDEstimator",
- "sklearn.impute._base.SimpleImputer",
- "numpy.core.multiarray.scalar",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "pandas.core.indexes.base._new_Index",
- "numpy.core.multiarray._reconstruct",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "flaml.automl.model.KNeighborsEstimator",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "_codecs.encode",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkRandomForestEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.LRL2Classifier",
- "flaml.automl.model.TransformersEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator"
How to fix it?
13.1 MB
xet

Upload 42 files 10 months ago
label_encoder.pkl
Detected Pickle imports (6)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.dtype",
- "numpy.core.multiarray._reconstruct",
- "_codecs.encode",
- "numpy.ndarray",
- "sklearn.preprocessing._label.LabelEncoder"
How to fix it?
552 Bytes
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maintenance.csv

41.8 kB
Upload 42 files 10 months ago
maintenance_merged_data.csv

105 kB
Upload 42 files 10 months ago
maintenance_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
6.43 MB
xet

Upload 42 files 10 months ago
nodes.csv

26.5 kB
Upload 42 files 10 months ago
onehot_encoder.pkl
Detected Pickle imports (7)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.dtype",
- "sklearn.preprocessing._encoders.OneHotEncoder",
- "numpy.float64",
- "numpy.core.multiarray._reconstruct",
- "_codecs.encode",
- "numpy.ndarray"
How to fix it?
2.66 kB
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Upload 42 files 10 months ago
peak_usage_regression_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
522 kB
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Upload 42 files 10 months ago
peak_usage_regression_model2.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
704 kB
xet

Upload 42 files 10 months ago
predictive_maintenance.db

0 Bytes
Upload 42 files 10 months ago
procurement.csv

17.7 kB
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procurement_merged_data.csv

41.5 kB
Upload 42 files 10 months ago
quantity_prediction_model2.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
8.34 MB
xet

Upload 42 files 10 months ago
recommendations.csv

143 kB
Upload 42 files 10 months ago
regional_insights.csv

2.06 kB
Upload 42 files 10 months ago
requirements.txt

144 Bytes
Upload 42 files 10 months ago
sustainability_merged_data.csv

14 MB
xet

Upload 42 files 10 months ago
time_prediction_model.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
8.86 MB
xet

Upload 42 files 10 months ago
time_prediction_model2.pkl
Detected Pickle imports (38)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "flaml.automl.model.LRL1Classifier",
- "flaml.automl.model.TransformersEstimator",
- "numpy.dtype",
- "flaml.automl.model.LassoLarsEstimator",
- "flaml.automl.model.SparkLinearSVCEstimator",
- "flaml.automl.data.DataTransformer",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "flaml.automl.model.XGBoostSklearnEstimator",
- "sklearn.impute._base.SimpleImputer",
- "flaml.automl.model.KNeighborsEstimator",
- "flaml.automl.model.ElasticNetEstimator",
- "flaml.automl.model.ExtraTreesEstimator",
- "flaml.automl.state.AutoMLState",
- "numpy.ndarray",
- "flaml.automl.automl.AutoML",
- "flaml.automl.model.SparkLGBMEstimator",
- "flaml.automl.model.SparkNaiveBayesEstimator",
- "numpy.core.multiarray.scalar",
- "flaml.automl.model.SparkLinearRegressionEstimator",
- "flaml.automl.task.generic_task.GenericTask",
- "flaml.automl.model.SparkGLREstimator",
- "flaml.automl.model.SGDEstimator",
- "flaml.automl.model.SparkGBTEstimator",
- "flaml.automl.model.LGBMEstimator",
- "flaml.automl.model.RandomForestEstimator",
- "flaml.automl.model.LRL2Classifier",
- "pandas.core.indexes.base._new_Index",
- "flaml.automl.model.SVCEstimator",
- "flaml.automl.model.CatBoostEstimator",
- "flaml.automl.contrib.histgb.HistGradientBoostingEstimator",
- "flaml.automl.model.SparkAFTSurvivalRegressionEstimator",
- "numpy.core.multiarray._reconstruct",
- "pandas.core.indexes.base.Index",
- "_codecs.encode",
- "flaml.automl.model.XGBoostLimitDepthEstimator",
- "flaml.automl.model.TransformersEstimatorModelSelection",
- "flaml.automl.model.SparkRandomForestEstimator"
How to fix it?
10.2 MB
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Upload 42 files 10 months ago
traffic.csv

569 kB
Upload 42 files 10 months ago
traffic_merged_data.csv

1.26 MB
Upload 42 files 10 months ago

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (6)

Detected Pickle imports (38)

Detected Pickle imports (7)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)

Detected Pickle imports (38)