Data#
Inference library converters#
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Convert Bean Machine MonteCarloSamples object into an InferenceData object. |
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Convert CmdStan data into an InferenceData object. |
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Convert CmdStanPy data into an InferenceData object. |
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Convert emcee data into an InferenceData object. |
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Convert NumPyro data into an InferenceData object. |
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Convert PyJAGS posterior samples to an ArviZ inference data object. |
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Convert Pyro data into an InferenceData object. |
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Convert PyStan data into an InferenceData object. |
IO / General conversion#
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Convert a supported object to an InferenceData object. |
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Convert a supported object to an xarray dataset. |
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Convert a dictionary or pytree of numpy arrays to an xarray.Dataset. |
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Create an InferenceData object from a |
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Convert Dictionary data into an InferenceData object. |
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Initialize object from a json file. |
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Load netcdf file back into an arviz.InferenceData. |
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Convert InferenceData object to a |
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Save dataset as a json file. |
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Save dataset as a netcdf file. |
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Initialize object from a zarr store or path. |
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Convert data to zarr, optionally saving to disk if |
General functions#
Data examples#
Get a string representation of all available datasets with descriptions. |
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Load a local or remote pre-made dataset. |