<commit_before>import sciunit
import sciunit.scores
from scipy.stats import norm

class RatioComparator(sciunit.Comparator):
    """Returns a score indicating the ratio of model to reference means."""  
    def __init__(self,*args,**kwargs):
        super(RatioComparator,self).__init__(*args,**kwargs)
        self.required_model_stats += ('value',)
        self.required_reference_stats += ('mean',)
        
    score_type = sciunit.scores.RatioScore

    def compute(self,**kwargs):<commit_msg>Removed scipy dependency<commit_after>import sciunit
import sciunit.scores

class RatioComparator(sciunit.Comparator):
    """Returns a score indicating the ratio of model to reference means."""  
    def __init__(self,*args,**kwargs):
        super(RatioComparator,self).__init__(*args,**kwargs)
        self.required_model_stats += ('value',)
        self.required_reference_stats += ('mean',)
        
    score_type = sciunit.scores.RatioScore

    def compute(self,**kwargs):
{'fraction_non_alphanumeric': 0.1196319018404908, 'fraction_numerical': 0.0, 'mean_word_length': 4.152631578947369, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3790740', 'n_tokens_mistral': 287, 'n_tokens_neox': 270, 'n_words': 61}