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FilippoMB
Time-series-classification-and-clustering-with-Reservoir-Computing FilippoMB
85
371
mit
19
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification, clustering, forecasting, and much more!
echo-state-networks reservoir-computing time-series-clustering missing-data-imputation time-series-forecasting probabilistic-forecasting phase-space-reconstruction time-series-classification machine-learning-algorithms
Created 2018-03-13
77 commits to master branch, last one 4 days ago
fmorenopino
HeterogeneousHMM fmorenopino
15
77
apache-2.0
3
Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types...
hmm python markov-chain missing-data heterogeneous unsupervised-learning missing-data-imputation semi-supervised-learning
Created 2019-04-09
208 commits to master branch, last one about a year ago