time-series 29 machine-learning 25 time-series-analysis 16 time-series-regression 15 python 12 data-science 12 time-series-clustering 11 forecasting 11 data-mining 9 classification 9 scikit-learn 8 time-series-forecasting 7 timeseries 7 dictionary 4 supervised-learning 4 deep-learning 4 hacktoberfest 4 machine-learning-algorithms 4 dynamic-time-warping 4 financial-machine-learning 3 models 3 nowcast 3 time-series-anomaly-detection 3 forecast 3 anomaly-detection 3 pytorch 3 time-series-segmentation 3 dtw 3 sktime 2 multivariate-time-series 2 multivariate-timeseries 2 regression 2 evaluation 2 benchmarking 2 time-series-machine-learning 2 machinelearning 2 nowcasting 2 reservoir-computing 2 convolutions 1 algorithm 1 shapelets 1 timeseriesclassification 1 critical-difference-diagram 1 benchmarking-machine-learning 1 transformer 1 state-of-the-art 1 sequential 1 self-supervised 1 rocket 1 rnn 1 time-series-cross-validation 1 inceptiontime 1 cnn 1 Pytorch 1 model 1 fastai 1 forecasting-models 1 prediction 1 statsmodels 1 data-visualization 1 kernel-methods 1 optimal-transport 1 adaptive 1 backtesting 1 panel-data 1 neural-networks 1 longitudinal-data 1 missing-data 1 changepoint-detection 1 ai 1 univariate 1 ucr-archive 1 shapelet-transform 1 shapelet 1 series 1 online-machine-learning 1 rdst 1 parallel 1 paper 1 online-ml 1 numba 1 multivariate 1 dilation 1 elastic-distances 1 k-nearest-neighbors 1 knn 1 hidden-markov-models 1 hmm 1 narx 1 narmax 1 dynamical-systems 1 system-identification 1 NARX 1 NARMAX 1 torchtime 1 clustering 1 as-a-service 1 probabilistic-forecasting 1 phase-space-reconstruction 1 missing-data-imputation 1