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Snippet for sklearn #341

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Merged
merged 7 commits into from
Oct 4, 2022
Merged

Snippet for sklearn #341

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c76ee83
first commit
merveenoyan Sep 29, 2022
78e0eb0
align with moon-landing
merveenoyan Sep 30, 2022
55be2d9
return for non-skops snippet
merveenoyan Sep 30, 2022
ead5748
Update js/src/lib/interfaces/Libraries.ts
merveenoyan Sep 30, 2022
bd33f1f
nits
merveenoyan Sep 30, 2022
cbacb30
added disclaimer
merveenoyan Oct 4, 2022
cee9ab7
Update js/src/lib/interfaces/Libraries.ts
merveenoyan Oct 4, 2022
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19 changes: 16 additions & 3 deletions js/src/lib/interfaces/Libraries.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -218,13 +218,26 @@ const timm = (model: ModelData) =>

model = timm.create_model("hf_hub:${model.id}", pretrained=True)`;

const sklearn = (model: ModelData) =>
`from huggingface_hub import hf_hub_download
const sklearn = (model: ModelData) => {
if (model.tags?.includes("skops")) {
const skopsmodelFile = model.config?.sklearn?.filename;
return `from skops.hub_utils import download
from skops.io import load

download("${model.id}", "path_to_folder")
# make sure model file is in skops format
# if model is a pickle file, make sure it's from a source you trust
model = load("path_to_folder/${skopsmodelFile}")`;
} else {
return `from huggingface_hub import hf_hub_download
import joblib

model = joblib.load(
hf_hub_download("${model.id}", "sklearn_model.joblib")
)`;
)`;
}
};


const fastai = (model: ModelData) =>
`from huggingface_hub import from_pretrained_fastai
Expand Down