Collocator

class typhon.collocations.Collocator(threads=None, name=None)[source]
__init__(threads=None, name=None)[source]

Initialize a collocator object that can find collocations

Parameters:
  • threads – Finding collocations can be parallelized in threads. Give here the maximum number of threads that you want to use. Which number of threads is the best, may be machine-dependent. So this is a parameter that you can use to fine-tune the performance. Note: Not yet implemented due to GIL usage of sklearn BallTree.

  • name – The name of this collocator, will be used in log statements.

Methods

__init__([threads, name])

Initialize a collocator object that can find collocations

collocate(primary, secondary[, ...])

Find collocations between two xarray.Dataset objects

collocate_filesets(filesets[, start, end, ...])

Find collocation between the data of two filesets

get_meta_group()

spatial_search(lat1, lon1, lat2, lon2, ...)

spatial_search_with_temporal_binning(...)

temporal_search(primary, secondary, max_interval)

Attributes

no_distances

no_intervals

no_pairs