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This page provides a reference for the classes available in the ``batchstats`` library.
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Core Classes
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------------
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.. toctree::
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:maxdepth:2
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:caption:API:
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:hidden:
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These are the standard classes for computing statistics on datasets. If your data contains ``NaN`` values, they will be handled by removing the entire sample (row) that contains them.
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.. autoclass:: batchstats.BatchSum
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchMean
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchVar
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchStd
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchCov
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchMin
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchMax
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:members: update_batch, __call__
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.. autoclass:: batchstats.BatchPeakToPeak
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:members: update_batch, __call__
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NaN-handling Classes
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--------------------
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These classes are designed to handle datasets that contain ``NaN`` values, similar to ``numpy``'s ``nan*`` functions. They compute statistics by ignoring ``NaN`` values.
These are the standard classes for computing statistics on datasets. If your data contains ``NaN`` values, they will be handled by removing the entire sample (row) that contains them.
These classes are designed to handle datasets that contain ``NaN`` values, similar to ``numpy``'s ``nan*`` functions. They compute statistics by ignoring ``NaN`` values.
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