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NeerajCodz
/
aiBatteryLifeCycle
like
1
Tabular Regression
Keras
Joblib
NASA-PCoE-Battery
English
battery
state-of-health
remaining-useful-life
time-series
regression
lstm
transformer
xgboost
lightgbm
random-forest
ensemble
License:
mit
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aiBatteryLifeCycle
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v1
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models
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classical
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NeerajCodz
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19 days ago
elasticnet.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.linear_model._coordinate_descent.ElasticNet"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
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knn_k10.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
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480 kB
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knn_k20.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
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480 kB
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knn_k5.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
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480 kB
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lasso.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"sklearn.linear_model._coordinate_descent.Lasso"
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728 Bytes
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lightgbm.joblib
pickle
Detected Pickle imports (4)
"lightgbm.basic.Booster"
,
"collections.defaultdict"
,
"lightgbm.sklearn.LGBMRegressor"
,
"collections.OrderedDict"
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552 kB
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lightgbm_best_params.joblib
pickle
Pickle imports
No problematic imports detected
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202 Bytes
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random_forest.joblib
pickle
Detected Pickle imports (6)
"sklearn.ensemble._forest.RandomForestRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.ndarray"
,
"numpy.dtype"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"sklearn.tree._tree.Tree"
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98.5 MB
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rf_classifier.joblib
pickle
Detected Pickle imports (5)
"sklearn.ensemble._forest.RandomForestClassifier"
,
"sklearn.tree._classes.DecisionTreeClassifier"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"numpy.ndarray"
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11.8 MB
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ridge.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.linear_model._ridge.Ridge"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
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649 Bytes
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svr.joblib
pickle
Detected Pickle imports (5)
"numpy.dtype"
,
"numpy.ndarray"
,
"numpy._core.multiarray.scalar"
,
"sklearn.svm._classes.SVR"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
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211 kB
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19 days ago
xgb_classifier.joblib
pickle
Detected Pickle imports (3)
"xgboost.sklearn.XGBClassifier"
,
"builtins.bytearray"
,
"xgboost.core.Booster"
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2.26 MB
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19 days ago
xgboost.joblib
pickle
Detected Pickle imports (3)
"builtins.bytearray"
,
"xgboost.core.Booster"
,
"xgboost.sklearn.XGBRegressor"
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1.31 MB
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19 days ago
xgboost_best_params.joblib
pickle
Pickle imports
No problematic imports detected
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186 Bytes
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19 days ago