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PriceMyCar

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1 contributor

History: 10 commits

gregorio

fix: minor typographical error in HTML text (correct deployment paths)

d1c3a9c 2 days ago

__pycache__
deploy 20 days ago
static
style: fix checklist alignment, change MAE to Rupiah, and remove model comparison table from Model Info 18 days ago
templates
fix: minor typographical error in HTML text (correct deployment paths) 2 days ago
.gitattributes

42 Bytes
deploy 20 days ago
Dockerfile

554 Bytes
deploy 20 days ago
README.md

2.53 kB
deploy 20 days ago
app.py

23 kB
chore: align metrics with best_model.pkl (78.22% Test R2) 18 days ago
best_model.pkl
Detected Pickle imports (12)
- "numpy.random._pcg64.PCG64",
- "numpy.random._pickle.__generator_ctor",
- "numpy.random.bit_generator.__pyx_unpickle_SeedSequence",
- "sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor",
- "numpy.random._pickle.__bit_generator_ctor",
- "numpy.ndarray",
- "numpy.random.bit_generator.SeedSequence",
- "numpy._core.multiarray.scalar",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy._core.multiarray._reconstruct",
- "_codecs.encode"
How to fix it?
506 kB
xet

feat: HistGradBoost final model (TestR2=0.7822) from proper multi-model comparison 18 days ago
brand_freq_map.pkl
Detected Pickle imports (9)
- "numpy._core.multiarray._reconstruct",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "pandas.core.indexes.base._new_Index",
- "_codecs.encode",
- "numpy.ndarray",
- "pandas.core.indexes.base.Index",
- "numpy.dtype",
- "pandas.core.internals.managers.SingleBlockManager",
- "pandas.core.series.Series"
How to fix it?
10.1 kB
xet

feat: improved model Test R2 0.806 (was 0.733), fix multipliers, dynamic year, expand car mapping 18 days ago
feature_columns.pkl
Pickle imports
- No problematic imports detected
What is a pickle import?
262 Bytes
xet

deploy 20 days ago
ordinal_encoder.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.float64",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "_codecs.encode",
- "numpy._core.multiarray._reconstruct"
How to fix it?
1.21 kB
xet

deploy 20 days ago
requirements.txt

93 Bytes
fix: pin scikit-learn to 1.5.1 to prevent CyHalfSquaredError unpickle error 18 days ago