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_sources/autoapi/dacapo/experiments/datasplits/datasets/simple/index.rst.txt
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dacapo.experiments.datasplits.datasets.simple | ||
============================================= | ||
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.. py:module:: dacapo.experiments.datasplits.datasets.simple | ||
Classes | ||
------- | ||
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.. autoapisummary:: | ||
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dacapo.experiments.datasplits.datasets.simple.SimpleDataset | ||
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Module Contents | ||
--------------- | ||
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.. py:class:: SimpleDataset | ||
A class used to define configuration for datasets. This provides the | ||
framework to create a Dataset instance. | ||
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.. attribute:: name | ||
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str (eg: "sample_dataset"). | ||
A unique identifier to name the dataset. | ||
It aids in easy identification and reusability of this dataset. | ||
Advised to keep it short and refrain from using special characters. | ||
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.. attribute:: weight | ||
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int (default=1). | ||
A numeric value that indicates how frequently this dataset should be | ||
sampled in comparison to others. Higher the weight, more frequently it | ||
gets sampled. | ||
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.. method:: verify | ||
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Checks and validates the dataset configuration. The specific rules for | ||
validation need to be defined by the user. | ||
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.. rubric:: Notes | ||
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This class is used to create a configuration object for datasets. | ||
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.. py:attribute:: path | ||
:type: pathlib.Path | ||
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.. py:attribute:: weight | ||
:type: int | ||
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.. py:attribute:: raw_name | ||
:type: str | ||
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.. py:attribute:: gt_name | ||
:type: str | ||
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.. py:attribute:: mask_name | ||
:type: str | ||
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.. py:method:: dataset_type(dataset_config) | ||
:staticmethod: | ||
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.. py:property:: raw | ||
:type: funlib.persistence.Array | ||
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.. py:property:: gt | ||
:type: funlib.persistence.Array | ||
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.. py:property:: mask | ||
:type: funlib.persistence.Array | None | ||
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.. py:property:: sample_points | ||
:type: None | ||
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_sources/autoapi/dacapo/experiments/datasplits/simple_config/index.rst.txt
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dacapo.experiments.datasplits.simple_config | ||
=========================================== | ||
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.. py:module:: dacapo.experiments.datasplits.simple_config | ||
Classes | ||
------- | ||
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.. autoapisummary:: | ||
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dacapo.experiments.datasplits.simple_config.SimpleDataSplitConfig | ||
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Module Contents | ||
--------------- | ||
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.. py:class:: SimpleDataSplitConfig | ||
A convention over configuration datasplit that can handle many of the most | ||
basic cases. | ||
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.. py:attribute:: path | ||
:type: pathlib.Path | ||
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.. py:attribute:: name | ||
:type: str | ||
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.. py:attribute:: train_group_name | ||
:type: str | ||
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.. py:attribute:: validate_group_name | ||
:type: str | ||
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.. py:attribute:: raw_name | ||
:type: str | ||
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.. py:attribute:: gt_name | ||
:type: str | ||
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.. py:attribute:: mask_name | ||
:type: str | ||
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.. py:method:: datasplit_type(datasplit_config) | ||
:staticmethod: | ||
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.. py:method:: get_paths(group_name: str) -> list[pathlib.Path] | ||
.. py:property:: train | ||
:type: list[dacapo.experiments.datasplits.datasets.simple.SimpleDataset] | ||
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.. py:property:: validate | ||
:type: list[dacapo.experiments.datasplits.datasets.simple.SimpleDataset] | ||
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