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[doc] Add module descriptions and ToDos#289

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codecovbot commentedSep 15, 2021
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Codecov Report

Merging#289 (aeedc2f) intodevelopment (9002937) willnot change coverage.
The diff coverage isn/a.

Impacted file tree graph

@@             Coverage Diff              @@##           development     #289   +/-   ##============================================  Coverage        81.74%   81.74%           ============================================  Files              151      151             Lines             8655     8655             Branches          1330     1330           ============================================  Hits              7075     7075             Misses            1109     1109             Partials           471      471
Impacted FilesCoverage Δ
autoPyTorch/api/base_task.py84.46% <ø> (ø)
autoPyTorch/constants.py100.00% <ø> (ø)
autoPyTorch/data/base_feature_validator.py100.00% <ø> (ø)
autoPyTorch/data/base_target_validator.py97.95% <ø> (ø)
autoPyTorch/data/base_validator.py92.00% <ø> (ø)
autoPyTorch/datasets/base_dataset.py80.00% <ø> (ø)
autoPyTorch/datasets/resampling_strategy.py93.24% <ø> (ø)
autoPyTorch/ensemble/abstract_ensemble.py88.88% <ø> (ø)
autoPyTorch/ensemble/ensemble_builder.py73.16% <ø> (ø)
autoPyTorch/ensemble/ensemble_selection.py95.78% <ø> (ø)
... and2 more

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@ravinkohliravinkohli self-requested a reviewNovember 11, 2021 10:57
@@ -1,3 +1,18 @@
"""Base class for tasks to solve
* The shared components among all the tasks
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I think this is quite obvious, we don't need to mention it

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Thanks for this PR. I have suggested a few minor changes, other than that I think this can be merged.

@@ -1,3 +1,18 @@
"""Base class for tasks to solve
* The shared components among all the tasks
* This module provides the optimization given a pipeline
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I think this line is a bit confusing. We can mention that it initiates HPO for the pipeline search space.

* This module provides the optimization given a pipeline
* This module plays a role of communicating with
distributed clients
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We can also mention that its the main API to interact with the user and fits the ensemble.

@@ -1,3 +1,15 @@
"""Base class for the feature validator given a task
* A wrapper class of the sklearn.base.BaseEstimator
* The feature validator for each task inherits this class
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I think its again redundant.

"""Base class for the feature validator given a task
* A wrapper class of the sklearn.base.BaseEstimator
* The feature validator for each task inherits this class
* Check if the provided feature can be processed in AutoPytorch
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Suggested change
*CheckiftheprovidedfeaturecanbeprocessedinAutoPytorch
*CheckiftheprovidedtrainandtestfeaturescanbeprocessedinAutoPytorch

TODO:
* SUPPORTED_FEAT_TYPES --> Enumerator
* Describe the shape of X
* typing.<type> --> <type>
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this is not done.

@@ -1,3 +1,19 @@
"""Base class for the target (or label) validator given a task
* A wrapper class of the sklearn.base.BaseEstimator
* The target validator for each task inherits this class
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again redundant.

TODO:
* typing.<type> --> <type>
* logging.Logger --> Logger
* Inherit feature_validator and target_validator from a child class
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what do you mean here?

@@ -1,3 +1,19 @@
"""Base class of the provided dataset
* Provide data validation splits based on types of data
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Suggested change
*Providedatavalidationsplitsbasedontypesofdata
*Providedatavalidationsplitsbasedontypesofdataanduser'schoiceforexample,holdout.

@@ -1,3 +1,26 @@
"""The title of the module description # noqa
* Describe at the beginning of the source code.
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I think this is template text. Maybe you have to update this?

@nabenabe0928nabenabe0928 marked this pull request as draftNovember 11, 2021 15:19
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@ravinkohliravinkohliravinkohli requested changes

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