[docs] Reorganise API Reference

.gitignore

@@ -75,6 +75,9 @@ instance/
 
 # Sphinx documentation
 docs/_build/
+docs/api/
+docs/notebooks/
+docs/source/api/generated/
 
 # PyBuilder
 target/
@@ -133,8 +136,6 @@ dmypy.json
 # Pyre type checker
 .pyre/
 
-docs/notebooks/
-docs/api/
 titanic.csv
 .vscode
 .venv

Makefile

@@ -23,6 +23,6 @@ clean:
 	rm -rf $(shell find . -name "mlruns")
 	rm -rf .mypy_cache
 	rm -rf .pytest_cache
+	rm -rf **/__pycache__
 	rm -rf ./docs/build
 	rm -rf ./docs/source/**/generated
-	rm -rf ./docs/source/api

docs/source/_static/main.css

@@ -0,0 +1,3 @@
+col {
+    width: 50% !important;
+}

docs/source/_templates/classtemplate.rst

@@ -0,0 +1,14 @@
+.. role:: hidden
+    :class: hidden-section
+.. currentmodule:: {{ module }}
+
+
+{{ name | underline }}
+
+.. autoclass:: {{ name }}
+    :members:
+
+
+..
+  autogenerated from source/_templates/classtemplate.rst
+  note it does not have :inherited-members:

docs/source/api/core.rst

@@ -0,0 +1,81 @@
+##########
+flash.core
+##########
+
+.. contents::
+    :depth: 1
+    :local:
+    :backlinks: top
+
+flash.core.classification
+_________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.classification.Classes
+    ~flash.core.classification.ClassificationSerializer
+    ~flash.core.classification.ClassificationTask
+    ~flash.core.classification.FiftyOneLabels
+    ~flash.core.classification.Labels
+    ~flash.core.classification.Logits
+    ~flash.core.classification.PredsClassificationSerializer
+    ~flash.core.classification.Probabilities
+
+flash.core.finetuning
+_____________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.finetuning.FlashBaseFinetuning
+    ~flash.core.finetuning.FreezeUnfreeze
+    ~flash.core.finetuning.NoFreeze
+    ~flash.core.finetuning.UnfreezeMilestones
+
+flash.core.integration.fiftyone
+_______________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.integrations.fiftyone.utils.visualize
+
+flash.core.model
+________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.model.BenchmarkConvergenceCI
+    ~flash.core.model.CheckDependenciesMeta
+    ~flash.core.model.Task
+
+flash.core.registry
+___________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.registry.FlashRegistry
+
+Utilities
+_________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.trainer.from_argparse_args
+    ~flash.core.utilities.apply_func.get_callable_name
+    ~flash.core.utilities.apply_func.get_callable_dict
+    ~flash.core.model.predict_context

docs/source/api/data.rst

@@ -0,0 +1,177 @@
+###############
+flash.core.data
+###############
+
+.. contents::
+    :depth: 1
+    :local:
+    :backlinks: top
+
+flash.core.data.auto_dataset
+____________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.auto_dataset.AutoDataset
+    ~flash.core.data.auto_dataset.BaseAutoDataset
+    ~flash.core.data.auto_dataset.IterableAutoDataset
+
+flash.core.data.base_viz
+________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.base_viz.BaseVisualization
+
+flash.core.data.batch
+________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.data.batch.default_uncollate
+
+flash.core.data.callback
+________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.callback.BaseDataFetcher
+    ~flash.core.data.callback.ControlFlow
+    ~flash.core.data.callback.FlashCallback
+
+flash.core.data.data_module
+___________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.data_module.DataModule
+
+flash.core.data.data_pipeline
+_____________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.data_pipeline.DataPipeline
+    ~flash.core.data.data_pipeline.DataPipelineState
+
+flash.core.data.data_source
+___________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.data_source.DatasetDataSource
+    ~flash.core.data.data_source.DataSource
+    ~flash.core.data.data_source.DefaultDataKeys
+    ~flash.core.data.data_source.DefaultDataSources
+    ~flash.core.data.data_source.FiftyOneDataSource
+    ~flash.core.data.data_source.ImageLabelsMap
+    ~flash.core.data.data_source.LabelsState
+    ~flash.core.data.data_source.MockDataset
+    ~flash.core.data.data_source.NumpyDataSource
+    ~flash.core.data.data_source.PathsDataSource
+    ~flash.core.data.data_source.SequenceDataSource
+    ~flash.core.data.data_source.TensorDataSource
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.data.data_source.has_file_allowed_extension
+    ~flash.core.data.data_source.has_len
+    ~flash.core.data.data_source.make_dataset
+
+flash.core.data.process
+_______________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.process.BasePreprocess
+    ~flash.core.data.process.DefaultPreprocess
+    ~flash.core.data.process.DeserializerMapping
+    ~flash.core.data.process.Deserializer
+    ~flash.core.data.process.Postprocess
+    ~flash.core.data.process.Preprocess
+    ~flash.core.data.process.SerializerMapping
+    ~flash.core.data.process.Serializer
+
+flash.core.data.properties
+__________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.properties.ProcessState
+    ~flash.core.data.properties.Properties
+
+flash.core.data.splits
+______________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.splits.SplitDataset
+
+flash.core.data.transforms
+__________________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.transforms.ApplyToKeys
+    ~flash.core.data.transforms.KorniaParallelTransforms
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.data.transforms.merge_transforms
+    ~flash.core.data.transforms.kornia_collate
+
+flash.core.data.utils
+_____________________
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.utils.CurrentFuncContext
+    ~flash.core.data.utils.CurrentRunningStageContext
+    ~flash.core.data.utils.CurrentRunningStageFuncContext
+    ~flash.core.data.utils.FuncModule
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+
+    ~flash.core.data.utils.convert_to_modules
+    ~flash.core.data.utils.download_data

docs/source/api/flash.rst

@@ -0,0 +1,17 @@
+#####
+flash
+#####
+
+.. autosummary::
+    :toctree: generated/
+    :nosignatures:
+    :template: classtemplate.rst
+
+    ~flash.core.data.data_source.DataSource
+    ~flash.core.data.data_module.DataModule
+    ~flash.core.data.callback.FlashCallback
+    ~flash.core.data.process.Preprocess
+    ~flash.core.data.process.Postprocess
+    ~flash.core.data.process.Serializer
+    ~flash.core.model.Task
+    ~flash.core.trainer.Trainer