Pinned Repositories
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
pyESN
Echo State Networks in Python
pyhawkes
Python framework for inference in Hawkes processes.
Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
TimeSeriesDeepClustering
This is the code corresponding to the experiments conducted for the work "End-to-end deep representation learning for time series clustering: a comparative study" (Baptiste Lafabregue, Jonathan Weber, Pierre Gançarki & Germain Forestier)
ResearcherLifeng's Repositories
ResearcherLifeng/EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
ResearcherLifeng/pyESN
Echo State Networks in Python
ResearcherLifeng/pyhawkes
Python framework for inference in Hawkes processes.
ResearcherLifeng/Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
ResearcherLifeng/TimeSeriesDeepClustering
This is the code corresponding to the experiments conducted for the work "End-to-end deep representation learning for time series clustering: a comparative study" (Baptiste Lafabregue, Jonathan Weber, Pierre Gançarki & Germain Forestier)