Python bindings for kEDM¶
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Estimate the strength of causal interaction between two time series using Convergent Cross Mapping (CCM). |
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Estimate the optimal embedding dimension of a time series. |
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Predict a time series from another using Simplex projection. |
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Predict a time series from another using Simplex projection and quantify its predictive skill. |
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Predict a time series from another using S-Map. |
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Predict a time series from another using S-Map and quantify its predictive skill. |
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Estimate the strength of causal interaction between multiple time series. |
Returns the configuration of Kokkos that kEDM was built with. |
Warning
Due to a bug in libgomp (GCC’s OpenMP runtime), kEDM hangs in a forked
process. This includes calling kEDM from a multiprocessing.Pool
started
in fork mode (the default). A workaround is to use spawn mode instead.