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Dedulek
/
gaia-eb-teff-models
like
0
Tabular Regression
English
scikit-learn
astronomy
astrophysics
eclipsing-binaries
stellar-parameters
effective-temperature
random-forest
License:
mit
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gaia-eb-teff-models
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History:
77 commits
Dedulek
Remove root copy of rf_gaia_teff_flag1_corrected_optuna_20260202_110400_metadata.json after legacy/
74763e2
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14 days ago
legacy
Archive rf_gaia_teff_flag1_corrected_optuna_20260202_110400_metadata.json under legacy/
14 days ago
.gitattributes
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1.52 kB
initial commit
8 months ago
README.md
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2.95 kB
Add comprehensive model documentation
14 days ago
ensemble_selector_gaia_teff_production_soft_kde_20260715_140546.pkl
pickle
Detected Pickle imports (7)
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy._core.multiarray.scalar"
,
"src.ml.ensemble_selection.EnsembleSelectorBundle"
,
"src.ml.error_probability_selector.ErrorProbabilitySelector"
,
"numpy.ndarray"
,
"numpy.dtype"
,
"sklearn.preprocessing._data.StandardScaler"
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4.11 MB
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ensemble_selector_gaia_teff_production_soft_kde_20260715_140546_metadata.json
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14 days ago
model_registry.yaml
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rf_gaia_teff_base_ebv_freq_optuna_20260712_195904.pkl
pickle
Detected Pickle imports (8)
"sklearn.ensemble._forest.RandomForestRegressor"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"numpy.dtype"
,
"sklearn.tree._tree.Tree"
,
"None.dtype"
,
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy._core.multiarray._reconstruct"
How to fix it?
603 MB
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rf_gaia_teff_base_ebv_freq_optuna_20260712_195904_SUMMARY.txt
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1.44 kB
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rf_gaia_teff_base_ebv_freq_optuna_20260712_195904_metadata.json
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2.61 kB
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rf_gaia_teff_cluster_ebv_freq_optuna_20260712_232723.pkl
pickle
Detected Pickle imports (8)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy._core.multiarray._reconstruct"
,
"sklearn.tree._tree.Tree"
,
"sklearn.ensemble._forest.RandomForestRegressor"
,
"numpy.dtype"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"None.dtype"
How to fix it?
934 MB
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rf_gaia_teff_cluster_ebv_freq_optuna_20260712_232723_SUMMARY.txt
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1.63 kB
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rf_gaia_teff_cluster_ebv_freq_optuna_20260712_232723_clustering_kmeans.pkl
pickle
Detected Pickle imports (5)
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.cluster._kmeans.KMeans"
,
"numpy.ndarray"
,
"numpy._core.multiarray.scalar"
How to fix it?
4.08 MB
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14 days ago
rf_gaia_teff_cluster_ebv_freq_optuna_20260712_232723_clustering_scaler.pkl
pickle
Detected Pickle imports (7)
"sklearn.preprocessing._data.StandardScaler"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"None.dtype"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
,
"numpy._core.multiarray.scalar"
How to fix it?
1.08 kB
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rf_gaia_teff_cluster_ebv_freq_optuna_20260712_232723_metadata.json
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2.98 kB
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rf_gaia_teff_eb_params_production_optuna_20260713_014917.pkl
pickle
Detected Pickle imports (8)
"numpy.ndarray"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"numpy._core.multiarray._reconstruct"
,
"None.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.tree._tree.Tree"
,
"numpy.dtype"
,
"sklearn.ensemble._forest.RandomForestRegressor"
How to fix it?
799 MB
xet
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14 days ago
rf_gaia_teff_eb_params_production_optuna_20260713_014917_SUMMARY.txt
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1.89 kB
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14 days ago
rf_gaia_teff_eb_params_production_optuna_20260713_014917_categorical_encoder.pkl
pickle
Detected Pickle imports (7)
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.ndarray"
,
"sklearn.preprocessing._encoders.OneHotEncoder"
,
"None.dtype"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.dtype"
,
"numpy.float64"
How to fix it?
1.13 kB
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14 days ago
rf_gaia_teff_eb_params_production_optuna_20260713_014917_metadata.json
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3.29 kB
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rf_gaia_teff_flag1_ebv_freq_optuna_20260712_184632.pkl
pickle
Detected Pickle imports (8)
"numpy.ndarray"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"numpy._core.multiarray._reconstruct"
,
"None.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.tree._tree.Tree"
,
"numpy.dtype"
,
"sklearn.ensemble._forest.RandomForestRegressor"
How to fix it?
833 MB
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14 days ago
rf_gaia_teff_flag1_ebv_freq_optuna_20260712_184632_SUMMARY.txt
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1.47 kB
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14 days ago
rf_gaia_teff_flag1_ebv_freq_optuna_20260712_184632_metadata.json
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2.65 kB
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14 days ago