sktime

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38 repositories

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•8k•986•252•Updated Nov 24, 2024Nov 24, 2024
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•4•Updated Nov 23, 2024Nov 23, 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
•635•4k•479•30•Updated Nov 19, 2024Nov 19, 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
•46•248•63•16•Updated Nov 18, 2024Nov 18, 2024
community-org
Public
Community organisation for sktime
community organization meetups governance
8•8•16•0•Updated Nov 12, 2024Nov 12, 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
sktime-workshop-pyconPL2024
Public
Jupyter Notebook
•
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•2•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
•78•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
•
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
•
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