from huggingface_hub import HfApi
API = HfApi()
def model_hyperlink(link, model_name):
return f'{model_name}'
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"{error}
"
def styled_warning(warn):
return f"{warn}
"
def styled_message(message):
return f"{message}
"
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)