sktime

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38 repositories

skbase
Public
Base classes for creating scikit-learn-like parametric objects, and tools for working with them.
framework scikit-learn-api sktime skbase python
Python
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BSD 3-Clause "New" or "Revised" License
•11•18•20•6•Updated Nov 9, 2024Nov 9, 2024
pytorch-forecasting
Public
Time series forecasting with PyTorch
python data-science machine-learning ai timeseries deep-learning gpu pandas uncertainty neural-networks
Python
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MIT License
•631•4k•480•33•Updated Nov 9, 2024Nov 9, 2024
sktime
Public
A unified framework for machine learning with time series
data-science machine-learning data-mining ai time-series scikit-learn forecasting hacktoberfest time-series-analysis anomaly-detection
Python
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BSD 3-Clause "New" or "Revised" License
•1.4k•7.9k•979•252•Updated Nov 9, 2024Nov 9, 2024
skpro
Public
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
python data-science machine-learning framework ai sklearn regression prediction survival-analysis probability-distributions
Python
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BSD 3-Clause "New" or "Revised" License
•45•248•62•15•Updated Nov 3, 2024Nov 3, 2024
elections
Public
Repository for org and infos around sktime elections
1•0•0•0•Updated Oct 8, 2024Oct 8, 2024
sktime-tutorial-ODSC-Europe-2024
Public
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•3•5•0•0•Updated Sep 27, 2024Sep 27, 2024
community-org
Public
Community organisation for sktime
community organization meetups governance
8•8•16•0•Updated Sep 17, 2024Sep 17, 2024
sktime-workshop-pyconPL2024
Public
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•4•4•0•0•Updated Aug 29, 2024Aug 29, 2024
sktime-tutorial-euroscipy2024
Public
sktime tutorial at EuroSciPy 2024
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•2•1•0•0•Updated Aug 27, 2024Aug 27, 2024
sktime-workshop-scipy-2024
Public
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•2•1•0•0•Updated Aug 21, 2024Aug 21, 2024
enhancement-proposals
Public
sktime enhancement proposals
software-engineering software-architecture software-design
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•25•7•0•6•Updated Aug 16, 2024Aug 16, 2024
code_for_paper_scipyconf24
Public
This repository contains the notebook and the results from the sktime and tsbootstrap paper submitted to the spicy conference proceedings.
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Aug 6, 2024Aug 6, 2024
sktime-dl
Public
DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
machine-learning deep-learning time-series scikit-learn neural-networks longitudinal-data panel-data time-series-classification time-series-forecasting time-series-regression
Python
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BSD 3-Clause "New" or "Revised" License
•79•595•1•5•Updated Aug 2, 2024Aug 2, 2024
mentoring
Public
sktime mentorship program
mentoring
6•20•36•0•Updated Apr 10, 2024Apr 10, 2024
sktime-tutorial-pydata-global-2023
Public
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•4•17•0•0•Updated Dec 9, 2023Dec 9, 2023
sktime-presentation-pydata-nyc-2023
Public
HTML
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BSD 3-Clause "New" or "Revised" License
•2•2•0•0•Updated Nov 3, 2023Nov 3, 2023
datadict-howto
Public
Small tutorial on writing data dictionaries
0•0•0•0•Updated Oct 27, 2023Oct 27, 2023
sktime-workshop-pydata-prague-2023
Public
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•1•2•0•0•Updated Sep 17, 2023Sep 17, 2023
sktime-tutorial-pydata-Amsterdam-2023
Public
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•0•4•0•0•Updated Sep 14, 2023Sep 14, 2023
sktime-tutorial-europython-2023
Public
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•3•14•2•1•Updated Sep 8, 2023Sep 8, 2023
sktime-workshop-pydata-london-2022
Public
PyData London 2022 sktime workshop
Jupyter Notebook
•5•11•0•0•Updated Aug 21, 2023Aug 21, 2023
sktime-datasets
Public
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Jun 23, 2023Jun 23, 2023
sktime-tutorial-ODSC-Europe-2023
Public
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•5•6•1•0•Updated Jun 14, 2023Jun 14, 2023
sktime-tutorial-pydata-london-2023
Public
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•1•9•0•0•Updated Jun 11, 2023Jun 11, 2023
sktime-tutorial-pydata-seattle-2023
Public
skbase - a workbench for creating scikit-learn like parametric objects and libraries
Jupyter Notebook
•1•2•0•0•Updated Apr 26, 2023Apr 26, 2023
distance-based-time-series-clustering
Public
Jupyter Notebook
•0•9•1•0•Updated Jan 24, 2023Jan 24, 2023
sktime-tutorial-pydata-global-2022
Public
sktime - python toolbox for time series: pipelines and transformers
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•12•25•0•0•Updated Dec 1, 2022Dec 1, 2022
sktime-neuro
Public
time series machine learning for neurological data
Python
•3•8•5•0•Updated Sep 13, 2022Sep 13, 2022
sktime-tutorial-pydata-global-2021
Public
Introduction to sktime at the PyData Global 2021
machine-learning tutorial time-series pydata
Jupyter Notebook
•34•54•2•1•Updated Jul 13, 2022Jul 13, 2022
sktime-tutorial-pydata-berlin-2022
Public
Jupyter Notebook
•19•40•0•0•Updated Jul 13, 2022Jul 13, 2022