File size: 659 Bytes
e0db39e 0946447 e0db39e 6d2d9db e0db39e 0946447 e0db39e 0946447 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 |
from genbit.genbit_metrics import GenBitMetrics
import pandas as pd
def eval_genbit(data):
genbit_metrics = GenBitMetrics(
language_code="en", context_window=5, distance_weight=0.95, percentile_cutoff=80
)
data = data[data.columns[0]].to_list()
genbit_metrics.add_data(data, tokenized=False)
result_json = genbit_metrics.get_metrics(output_word_list=False)
result_df = (
pd.DataFrame.from_dict(result_json, orient="index")
.reset_index()
.rename(columns={"index": "Metric", 0: "Value"})
)
result_plot = None
result_conclusion = ""
return result_df, result_plot, result_conclusion
|