Upload dataset CSVs and ingredient lookup

README.md

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+Dataset exports (ingredient lookup, product CSVs) from Colab pipeline.

ingredient_artifacts/clf_function.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5f898443e48416e2dc6448435eb822bd5f21904a245fae9627aeb2bbf984c7df
+size 10695383

ingredient_artifacts/ingredient_lookup.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bf59a9ebf1f56af7237c854dc635d4b8e199402eaeaa53ae6dbc9928691ea8af
+size 203421

ingredient_artifacts/last_product_ingredient_report.csv

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+ingredient_raw,ingredient_norm,source,function,benefits,explanation,harm_label,harm_score,harm_pred_prob
+Dipeptide Diaminobutyroyl Benzylamide Diacetate,dipeptide diaminobutyroyl benzylamide diacetate,exact,Mild surfactant,"Boosts foam, reduces harshness",Mild irritant for sensitive scalps.,4.0,0.4,
+Glycerin,glycerin,exact,pH buffer,Stabilizes pH,Safe.,2.0,0.2,
+Dimethicone,dimethicone,exact,Foam booster,Improves lather & thickness,Possible irritant; contamination concerns.,5.0,0.5,
+Dimethiconol,dimethiconol,exact,Foam booster,Enhances lather,Possible irritant; contamination concerns.,5.0,0.5,
+Phenoxyethanol,phenoxyethanol,exact,Cooling agent,Fresh cooling effect,Irritating for some.,4.0,0.4,
+Butylene Glycol,butylene glycol,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Carbomer,carbomer,exact,Mild abrasive,Removes plaque & stains,Safe; mildly abrasive.,2.0,0.2,
+Phospholipids,phospholipids,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Sodium PCA,sodium pca,exact,Emulsifier,Helps mix oils & water,Very safe.,1.0,0.1,
+Polysorbate 20,polysorbate 20,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Trehalose,trehalose,exact,Mild retinoid,Improves texture & fine lines,Gentler but still a retinoid; mild irritation possible.,4.0,0.4,
+Urea,urea,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Ceramide 2,ceramide 2,exact,Vitamin / Skin nutrient,"Antioxidant, barrier support or brightening",Vitamin or nutrient beneficial for skin health; generally safe in cosmetic concentrations.,1.0,0.1,
+Ethylhexylglycerin,ethylhexylglycerin,exact,Emollient / Oil,Moisturizes and nourishes skin/hair,Natural oil or butter used to moisturize and support barrier function; low risk of irritation for most users.,1.0,0.1,
+Ascorbyl Palmitate,ascorbyl palmitate,exact,Humectant / Amino acid,"Strengthens barrier, hydrates",Very safe; NMF (natural moisturizing factor) component.,1.0,0.1,
+Glycolipids,glycolipids,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Lecithin,lecithin,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Retinyl Palmitate,retinyl palmitate,exact,Emollient / Oil,Moisturizes and nourishes skin/hair,Natural oil or butter used to moisturize and support barrier function; low risk of irritation for most users.,1.0,0.1,
+Xanthan Gum,xanthan gum,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Arginine,arginine,exact,Solvent,Helps mix all ingredients,Completely safe.,1.0,0.1,
+Glycine,glycine,exact,Preservative,Prevents microbial growth,Formaldehyde-releasing; allergen & sensitizer.,8.0,0.8,
+Lysine,lysine,exact,Botanical extract,"Antioxidant, soothing or conditioning (varies by plant)","Plant-derived extract commonly used for antioxidants, soothing, or conditioning. Generally low risk.",1.0,0.1,
+Proline,proline,exact,Brightening / Exfoliating,Reduces pigmentation & improves texture,Very safe; works well with niacinamide.,1.0,0.1,

ingredient_artifacts/trained_models.pkl

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ingredient_artifacts/vect_function.pkl

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