kats installation error about kats HOT 13 CLOSED

#python3.8
pip install numpy
pip install pandas
pip install convertdate
pip install lunarcalendar
pip install holidays==0.23
pip install tqdm
pip install pystan==2.19.1.1
pip install fbprophet==0.7.1
pip install kats
pip install Packaging==21.3

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I met the same error. Kats is so difficult to install. and it seems the authors won't do any updates

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same issue:

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@iamxiaodong is there any update on this?

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if python version is 3.7 the solution solved, this is my docker build result:

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this is example:

import numpy as np
import pandas as pd

from kats.consts import TimeSeriesData
from kats.detectors.cusum_detection import CUSUMDetector

# simulate time series with increase
np.random.seed(10)
df_increase = pd.DataFrame(
    {
        'time': pd.date_range('2019-01-01', '2019-03-01'),
        'increase':np.concatenate([np.random.normal(1,0.2,30), np.random.normal(2,0.2,30)]),
    }
)

# convert to TimeSeriesData object
timeseries = TimeSeriesData(df_increase)

# run detector and find change points
change_points = CUSUMDetector(timeseries).detector()


print("change_points:",change_points)

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Hi everyone. I was running into this issue in Databricks. This is what worked for me:

1. Use Databricks Runtime Version <= 11.3 LTS (which includes Python 3.9.5)
2. Install torch==2.0.1.

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You can refer to here

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if python version is 3.7 the solution solved, this is my docker build result:

can you share your requirements.txt? Thanks in advance.

from kats.

if python version is 3.7 the solution solved, this is my docker build result:

can you share your requirements.txt? Thanks in advance.

sorry, this is too long ago

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closed with fdependency fixes

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