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Author:
None
License:
BSD 3-Clause License Copyright (c) 2019 - present, The sktime developers. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provide...
Summary:
A unified framework for machine learning with time series
Latest version:
0.35.0
Required dependencies:
arch
|
autots
|
catboost
|
cloudpickle
|
dash
|
dtaidistance
|
dtw-python
|
einops
|
esig
|
filterpy
|
freia
|
gluonts
|
h5py
|
hmmlearn
|
holidays
|
huggingface-hub
|
hydra-core
|
joblib
|
keras-self-attention
|
lightning
|
matplotlib
|
mne
|
mrsqm
|
neuralforecast
|
numba
|
numpy
|
packaging
|
pandas
|
peft
|
pmdarima
|
polars
|
prophet
|
pycatch22
|
pykan
|
pyod
|
pytorch-forecasting
|
pyts
|
scikit-base
|
scikit-learn
|
scikit-optimize
|
scikit_posthocs
|
scipy
|
seaborn
|
seasonal
|
skforecast
|
statsforecast
|
statsmodels
|
stumpy
|
tbats
|
temporian
|
tensorflow
|
torch
|
transformers
|
tsbootstrap
|
tsfresh
|
tslearn
|
u8darts
|
xarray
Optional dependencies:
autots
|
backoff
|
boto3
|
botocore
|
dask
|
httpx
|
jupyter
|
mlflow
|
moto
|
mrseql
|
myst-parser
|
nbsphinx
|
numba
|
numpy
|
numpydoc
|
optuna
|
pandas
|
pre-commit
|
pydata-sphinx-theme
|
pytest
|
pytest-randomly
|
pytest-timeout
|
pytest-xdist
|
rdata
|
requests
|
skchange
|
skpro
|
sphinx
|
sphinx-copybutton
|
sphinx-design
|
sphinx-gallery
|
sphinx-issues
|
tabulate
|
wheel
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