neuroglia.epoch.
EpochTraceReducer
(traces, func)[source]¶Take event-aligned samples of traces from a population of neurons.
Traces are sampled relative to the event time. There is no enforced constraint that the times of events or sample_times relative to the events need to align to trace sample times. Rather, samples are interpolated from the values in the traces DataFrame.
Parameters: |
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Notes
This estimator is stateless (besides constructor parameters), the fit method does nothing but is useful when used in a pipeline.
Methods
__init__ (traces, func) |
x.__init__(…) initializes x; see help(type(x)) for signature |
fit (X[, y]) |
Do nothing and return the estimator unchanged |
fit_transform (X[, y]) |
Fit to data, then transform it. |
get_params ([deep]) |
Get parameters for this estimator. |
set_params (**params) |
Set the parameters of this estimator. |
transform (X) |
Reduce traces around each event |