CODEWITHSUNDEEP
pythontime-seriesfeature-extractiontsfresh
user306204
user306204

Reputation: 1

module 'tsfresh.feature_extraction.feature_calculators' has no attribute

I'm new using tsfresh, when I use the following lines, I get the extracted feature as desired

import numpy as np
import pandas as pd 
from tsfresh.feature_extraction import ComprehensiveFCParameters
from tsfresh import extract_features
    
    
df = pd.DataFrame(np.array([[1, 2, 3, 4],[1, 2, 3, 4], [1, 2, 3, 4], [1, 2, 3, 4]]),
                       columns=['Context ID','Time Elapsed', 'time_serie A', 'time_serie B'])
    
settings = ComprehensiveFCParameters()
kind_to_fc_parameters = {
        "time_serie A": {},
        "time_serie B": {"mean": None}
    }
    
extract_features = extract_features(df,  kind_to_fc_parameters =kind_to_fc_parameters,
                     column_id='Context ID', column_sort="Time Elapsed")
    
extract_features

However, when I change {"mean": None} by {"absolute_maximum": None} or "count_above": [{"t": 0.05}] it'won't work anymore:

module 'tsfresh.feature_extraction.feature_calculators' has no attribute 'absolute_maximum'

What do I miss ?

Upvotes: 0

Views: 849

Answers (1)

uniquegino
uniquegino

Reputation: 2005

I just had a similar issue with another calculation I chose and found it's just not in the feature_calculators.py (you can open it from yourdirectory\Python\Python37\Lib\site-packages\tsfresh\feature_extraction), so I did pip install tsfresh -U in terminal to get the latest tsfresh, checked feature_calculators.py again, my desired function is there and code runs fine then.

Upvotes: 0

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