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from huggingface_hub import HfApi
API = HfApi()
def model_hyperlink(link, model_name):
return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>'
def make_clickable_model(df, model_col, link_col):
df[model_col] = df.apply(
lambda row: model_hyperlink(row[link_col], row[model_col]), axis=1
)
df["Openness"] = df.apply(
lambda row: "Open" if "huggingface.co" in row[link_col] else "Closed", axis=1
)
return df
def styled_error(error):
return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>"
def styled_warning(warn):
return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>"
def styled_message(message):
return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>"
def has_no_nan_values(df, columns):
return df[columns].notna().all(axis=1)
def has_nan_values(df, columns):
return df[columns].isna().any(axis=1)
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