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1.4k

8.0k

bsd-3-clause

108

A unified framework for machine learning with time series

ai sktime data-mining forecasting time-series data-science scikit-learn hacktoberfest machine-learning anomaly-detection time-series-analysis changepoint-detection time-series-regression time-series-segmentation time-series-classification

Created 2018-11-06

5,021 commits to main branch, last one 2 days ago

293

2.1k

gpl-3.0

28

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

lstm pytorch forecasting time-series transformer deep-learning hacktoberfest anomaly-detection transfer-learning deep-neural-networks time-series-analysis time-series-regression state-of-the-art-models time-series-forecasting

Created 2019-08-15

4,179 commits to master branch, last one about a month ago

126

1.0k

bsd-3-clause

19

A toolkit for machine learning from time series

data-mining time-series data-science scikit-learn machine-learning time-series-analysis time-series-clustering time-series-regression time-series-segmentation time-series-classification time-series-anomaly-detection

Created 2022-12-20

4,659 commits to main branch, last one 2 days ago

78

595

bsd-3-clause

21

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

panel-data time-series scikit-learn deep-learning neural-networks machine-learning longitudinal-data time-series-regression time-series-forecasting time-series-classification

Created 2019-07-24

496 commits to master branch, last one 10 months ago

64

352

bsd-3-clause

9

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

forecasting time-series deep-learning meta-learning time-series-regression time-series-forecasting implicit-neural-representation

Created 2022-06-27

15 commits to main branch, last one about a year ago