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NeerajCodz
/
aiBatteryLifeCycle
like
0
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
Model card
Files
Files and versions
xet
Community
Use this model
main
aiBatteryLifeCycle
/
v1
/
models
/
classical
116 MB
1 contributor
History:
3 commits
NeerajCodz
feat: v1/models/classical
c64b694
verified
about 15 hours ago
elasticnet.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.linear_model._coordinate_descent.ElasticNet"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
How to fix it?
744 Bytes
xet
feat: v1/models/classical
about 15 hours ago
knn_k10.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
How to fix it?
480 kB
xet
feat: v1/models/classical
about 15 hours ago
knn_k20.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
How to fix it?
480 kB
xet
feat: v1/models/classical
about 15 hours ago
knn_k5.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.neighbors._regression.KNeighborsRegressor"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
How to fix it?
480 kB
xet
feat: v1/models/classical
about 15 hours ago
lasso.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"sklearn.linear_model._coordinate_descent.Lasso"
How to fix it?
728 Bytes
xet
feat: v1/models/classical
about 15 hours ago
lightgbm.joblib
pickle
Detected Pickle imports (4)
"lightgbm.basic.Booster"
,
"collections.defaultdict"
,
"lightgbm.sklearn.LGBMRegressor"
,
"collections.OrderedDict"
How to fix it?
552 kB
xet
feat: v1/models/classical
about 15 hours ago
lightgbm_best_params.joblib
Safe
pickle
Pickle imports
No problematic imports detected
What is a pickle import?
202 Bytes
xet
feat: v1/models/classical
about 15 hours ago
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"
How to fix it?
98.5 MB
xet
feat: v1/models/classical
about 15 hours ago
rf_classifier.joblib
pickle
Detected Pickle imports (5)
"sklearn.ensemble._forest.RandomForestClassifier"
,
"sklearn.tree._classes.DecisionTreeClassifier"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"numpy.ndarray"
How to fix it?
11.8 MB
xet
feat: v1/models/classical
about 15 hours ago
ridge.joblib
pickle
Detected Pickle imports (4)
"numpy.ndarray"
,
"sklearn.linear_model._ridge.Ridge"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
How to fix it?
649 Bytes
xet
feat: v1/models/classical
about 15 hours ago
svr.joblib
pickle
Detected Pickle imports (5)
"numpy.dtype"
,
"numpy.ndarray"
,
"numpy._core.multiarray.scalar"
,
"sklearn.svm._classes.SVR"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
How to fix it?
211 kB
xet
feat: v1/models/classical
about 15 hours ago
xgb_classifier.joblib
pickle
Detected Pickle imports (3)
"xgboost.sklearn.XGBClassifier"
,
"builtins.bytearray"
,
"xgboost.core.Booster"
How to fix it?
2.26 MB
xet
feat: v1/models/classical
about 15 hours ago
xgboost.joblib
pickle
Detected Pickle imports (3)
"builtins.bytearray"
,
"xgboost.core.Booster"
,
"xgboost.sklearn.XGBRegressor"
How to fix it?
1.31 MB
xet
feat: v1/models/classical
about 15 hours ago
xgboost_best_params.joblib
Safe
pickle
Pickle imports
No problematic imports detected
What is a pickle import?
186 Bytes
xet
feat: v1/models/classical
about 15 hours ago