Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\detectors\outlier.py:26
24 from kats.consts import Params, TimeSeriesData, TimeSeriesIterator
25 from kats.detectors.detector import Detector
---> 26 from kats.models.bayesian_var import BayesianVAR
27 from kats.models.var import VARModel
28 from scipy import stats
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\models__init__.py:6
1 # Copyright (c) Meta Platforms, Inc. and affiliates.
2 #
3 # This source code is licensed under the MIT license found in the
4 # LICENSE file in the root directory of this source tree.
----> 6 from . import ( # noqa # noqa # noqa # noqa # noqa # noqa
7 arima,
8 bayesian_var,
9 ensemble,
10 harmonic_regression,
11 holtwinters,
12 linear_model,
13 ml_ar,
14 )
16 try:
17 from . import lstm # noqa
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\models\ml_ar.py:15
13 from kats.consts import TimeSeriesData
14 from kats.metrics.metrics import smape
---> 15 from kats.tsfeatures.tsfeatures import TsCalenderFeatures, TsFourierFeatures
16 from kats.utils.parameter_tuning_utils import (
17 get_default_lightgbm_parameter_search_space,
18 )
19 from numpy.random import RandomState
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\tsfeatures__init__.py:6
1 # Copyright (c) Meta Platforms, Inc. and affiliates.
2 #
3 # This source code is licensed under the MIT license found in the
4 # LICENSE file in the root directory of this source tree.
----> 6 from . import tsfeatures
While running the basics notebook from tutorials The output error reads: File c:\Users\rachitgandhi1\Kats\tutorials..\kats__init__.py:9 7 from . import consts # noqa # usort: skip 8 from . import data # noqa # usort: skip ----> 9 from . import detectors # noqa # usort: skip 10 from . import graphics # noqa # usort: skip 11 from . import metrics # noqa # usort: skip
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\detectors__init__.py:13 11 from . import detector_consts # noqa # usort: skip 12 from . import hourly_ratio_detection # noqa # usort: skip ---> 13 from . import outlier # noqa # usort: skip 15 try: 16 from . import prophet_detector # noqa # usort: skip
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\detectors\outlier.py:26 24 from kats.consts import Params, TimeSeriesData, TimeSeriesIterator 25 from kats.detectors.detector import Detector ---> 26 from kats.models.bayesian_var import BayesianVAR 27 from kats.models.var import VARModel 28 from scipy import stats
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\models__init__.py:6 1 # Copyright (c) Meta Platforms, Inc. and affiliates. 2 # 3 # This source code is licensed under the MIT license found in the 4 # LICENSE file in the root directory of this source tree. ----> 6 from . import ( # noqa # noqa # noqa # noqa # noqa # noqa 7 arima, 8 bayesian_var, 9 ensemble, 10 harmonic_regression, 11 holtwinters, 12 linear_model, 13 ml_ar, 14 ) 16 try: 17 from . import lstm # noqa
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\models\ml_ar.py:15 13 from kats.consts import TimeSeriesData 14 from kats.metrics.metrics import smape ---> 15 from kats.tsfeatures.tsfeatures import TsCalenderFeatures, TsFourierFeatures 16 from kats.utils.parameter_tuning_utils import ( 17 get_default_lightgbm_parameter_search_space, 18 ) 19 from numpy.random import RandomState
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\tsfeatures__init__.py:6 1 # Copyright (c) Meta Platforms, Inc. and affiliates. 2 # 3 # This source code is licensed under the MIT license found in the 4 # LICENSE file in the root directory of this source tree. ----> 6 from . import tsfeatures
File c:\Users\rachitgandhi1\Kats\tutorials..\kats\tsfeatures\tsfeatures.py:28 26 import pandas as pd 27 import statsmodels.api as sm ---> 28 from deprecated import deprecated 29 from scipy import stats 30 from scipy.linalg import toeplitz
ModuleNotFoundError: No module named 'deprecated'