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# Minimal makefile for Sphinx documentation | ||
# | ||
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# You can set these variables from the command line, and also | ||
# from the environment for the first two. | ||
SPHINXOPTS ?= | ||
SPHINXBUILD ?= sphinx-build | ||
SOURCEDIR = source | ||
BUILDDIR = build | ||
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# Put it first so that "make" without argument is like "make help". | ||
help: | ||
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) | ||
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.PHONY: help Makefile | ||
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# Catch-all target: route all unknown targets to Sphinx using the new | ||
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). | ||
%: Makefile | ||
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) |
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# Sphinx build info version 1 | ||
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: aad7ffbc9e324db917903ba8efaf39c0 | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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.. microDL documentation master file, created by | ||
sphinx-quickstart on Tue Dec 13 10:33:59 2022. | ||
You can adapt this file completely to your liking, but it should at least | ||
contain the root `toctree` directive. | ||
Welcome to microDL's documentation! | ||
=================================== | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:caption: Introduction: | ||
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microDL is a deep learning framework for processing microscopy data. | ||
The framework consists of: | ||
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* Preprocessing: Flatfield correction, mask creation and normalization. | ||
* Training: Building and training 2.5D or 2D U-Net models for regression or segmentation. | ||
* Inference: Use your trained model to predict full size images. | ||
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These pages offers in depth descriptions of the functions and classes of microDL and is mainly | ||
intended for developers, | ||
and users who would like to understand the details. | ||
If you're a user and are mainly interested in understanding how to run microDL, | ||
please see the `GitHub repository <https://github.com/mehta-lab/microDL>`_ and the readme markdown files within it. | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:caption: Contents: | ||
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modules | ||
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Indices and tables | ||
================== | ||
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* :ref:`genindex` | ||
* :ref:`modindex` | ||
* :ref:`search` |
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micro\_dl.cli module | ||
===================== | ||
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Submodules | ||
---------- | ||
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micro\_dl.cli.dataset\_pooling module | ||
------------------------------------- | ||
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.. automodule:: micro_dl.cli.dataset_pooling | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.cli.inference\_script module | ||
-------------------------------------- | ||
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.. automodule:: micro_dl.cli.inference_script | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.cli.metrics\_script module | ||
------------------------------------ | ||
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.. automodule:: micro_dl.cli.metrics_script | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.cli.preprocess\_script module | ||
--------------------------------------- | ||
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.. automodule:: micro_dl.cli.preprocess_script | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.cli.train\_script module | ||
---------------------------------- | ||
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.. automodule:: micro_dl.cli.train_script | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.cli | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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micro\_dl.inference module | ||
=========================== | ||
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Submodules | ||
---------- | ||
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micro\_dl.inference.evaluation\_metrics module | ||
---------------------------------------------- | ||
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.. automodule:: micro_dl.inference.evaluation_metrics | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.inference.image\_inference module | ||
------------------------------------------- | ||
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.. automodule:: micro_dl.inference.image_inference | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.inference.model\_inference module | ||
------------------------------------------- | ||
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.. automodule:: micro_dl.inference.model_inference | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.inference.stitch\_predictions module | ||
---------------------------------------------- | ||
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.. automodule:: micro_dl.inference.stitch_predictions | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.inference | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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micro\_dl.input module | ||
======================= | ||
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Submodules | ||
---------- | ||
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micro\_dl.input.dataset module | ||
------------------------------ | ||
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.. automodule:: micro_dl.input.dataset | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.input.dataset\_with\_mask module | ||
------------------------------------------ | ||
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.. automodule:: micro_dl.input.dataset_with_mask | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.input.inference\_dataset module | ||
----------------------------------------- | ||
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.. automodule:: micro_dl.input.inference_dataset | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.input.training\_table module | ||
-------------------------------------- | ||
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.. automodule:: micro_dl.input.training_table | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.input | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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micro\_dl.networks.layers module | ||
================================= | ||
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Submodules | ||
---------- | ||
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micro\_dl.networks.layers.interp\_upsampling2D module | ||
----------------------------------------------------- | ||
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.. automodule:: micro_dl.networks.layers.interp_upsampling2D | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.layers.interp\_upsampling3D module | ||
----------------------------------------------------- | ||
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.. automodule:: micro_dl.networks.layers.interp_upsampling3D | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.networks.layers | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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micro\_dl.networks module | ||
========================== | ||
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Submodules | ||
----------- | ||
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.. toctree:: | ||
:maxdepth: 4 | ||
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micro_dl.networks.layers | ||
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Submodules | ||
---------- | ||
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micro\_dl.networks.base\_conv\_net module | ||
----------------------------------------- | ||
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.. automodule:: micro_dl.networks.base_conv_net | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.base\_image\_to\_vector\_net module | ||
------------------------------------------------------ | ||
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.. automodule:: micro_dl.networks.base_image_to_vector_net | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.base\_unet module | ||
------------------------------------ | ||
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.. automodule:: micro_dl.networks.base_unet | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.conv\_blocks module | ||
-------------------------------------- | ||
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.. automodule:: micro_dl.networks.conv_blocks | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.image2D\_to\_vector\_net module | ||
-------------------------------------------------- | ||
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.. automodule:: micro_dl.networks.image2D_to_vector_net | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.image3D\_to\_vector\_net module | ||
-------------------------------------------------- | ||
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.. automodule:: micro_dl.networks.image3D_to_vector_net | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.unet2D module | ||
-------------------------------- | ||
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.. automodule:: micro_dl.networks.unet2D | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.unet3D module | ||
-------------------------------- | ||
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.. automodule:: micro_dl.networks.unet3D | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.unet\_stack\_2D module | ||
----------------------------------------- | ||
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.. automodule:: micro_dl.networks.unet_stack_2D | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.unet\_stack\_stack module | ||
-------------------------------------------- | ||
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.. automodule:: micro_dl.networks.unet_stack_stack | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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micro\_dl.networks.vqnet module | ||
------------------------------- | ||
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.. automodule:: micro_dl.networks.vqnet | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.networks | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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micro\_dl.plotting module | ||
========================== | ||
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Submodules | ||
---------- | ||
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micro\_dl.plotting.plot\_utils module | ||
------------------------------------- | ||
|
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.. automodule:: micro_dl.plotting.plot_utils | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: | ||
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Module contents | ||
--------------- | ||
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.. automodule:: micro_dl.plotting | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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