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qingsongedu
awesome-AI-for-time-series-papers qingsongedu
120
1.3k
mit
54
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
awesome tutorial timeseries data-mining forecasting awesome-list missing-data deep-learning classification temporal-models anomalydetection machine-learning signal-processing timeseries-analysis changepoint-detection timeseries-prediction timeseries-forecasting spatio-temporal-analysis temporal-point-processes timeseriesclassification
Created 2022-06-03
129 commits to main branch, last one 8 months ago
reservoirpy
reservoirpy reservoirpy
108
431
mit
17
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
esn python reservoir timeseries neural-network machine-learning echo-state-networks reservoir-computing timeseries-analysis timeseries-prediction timeseries-forecasting artificial-intelligence recurrent-neural-networks machine-learning-algorithms
Created 2018-05-17
715 commits to master branch, last one 21 days ago
microprediction
microprediction microprediction
61
335
unknown
15
If you can measure it, consider it predicted
keras tsfresh tslearn filterpy hmmlearn pmdarima fbprophet nowcasting timeseries time-series kalman-filter timeseries-data online-algorithms timeseries-analysis timeseries-database timeseries-clustering timeseries-prediction timeseries-forecasting
Created 2020-02-20
2,262 commits to master branch, last one 15 hours ago