From 75cf19d0ef17712171e641934462859a7a4fdccb Mon Sep 17 00:00:00 2001
From: Andre Anjos <andre.dos.anjos@gmail.com>
Date: Tue, 24 Jan 2023 18:33:30 +0100
Subject: [PATCH] [doc] Improve documentation

---
 .gitlab-ci.yml                        |   3 +
 MANIFEST.in                           |   2 +-
 doc/_static/style.css                 |   3 +
 doc/_templates/config.rst             |   3 +
 doc/_templates/layout.html            |   4 +
 doc/api.rst                           |  98 +++++++++++-
 doc/catalog.json                      |   9 ++
 doc/cli.rst                           |  20 +++
 doc/conf.py                           |  23 ++-
 doc/config.rst                        | 112 ++++++++++++++
 doc/extras.inv                        |   6 +
 doc/extras.txt                        |   5 +
 doc/img/direct_vs_indirect.png        | Bin 0 -> 352132 bytes
 doc/index.rst                         |  38 ++++-
 doc/install.rst                       | 207 +++++++++++++++++++++++---
 doc/links.rst                         |   8 +
 doc/nitpick-exceptions.txt            |   2 +
 doc/references.rst                    |  61 ++++++++
 doc/usage.rst                         |  78 +++++++++-
 doc/usage/aggregpred.rst              |  24 +++
 doc/usage/evaluation.rst              |  77 ++++++++++
 doc/usage/predtojson.rst              |  24 +++
 doc/usage/training.rst                |  72 +++++++++
 pyproject.toml                        |   5 +-
 src/ptbench/data/transforms.py        |  15 +-
 src/ptbench/engine/evaluator.py       |   6 +-
 src/ptbench/engine/trainer.py         |   4 +-
 src/ptbench/scripts/predtojson.py     |   2 +-
 src/ptbench/scripts/train_analysis.py |  28 ++--
 src/ptbench/utils/download.py         |   2 +-
 30 files changed, 882 insertions(+), 59 deletions(-)
 create mode 100644 doc/_static/style.css
 create mode 100644 doc/_templates/config.rst
 create mode 100644 doc/_templates/layout.html
 create mode 100644 doc/catalog.json
 create mode 100644 doc/cli.rst
 create mode 100644 doc/config.rst
 create mode 100644 doc/extras.inv
 create mode 100644 doc/extras.txt
 create mode 100644 doc/img/direct_vs_indirect.png
 create mode 100644 doc/nitpick-exceptions.txt
 create mode 100644 doc/references.rst
 create mode 100644 doc/usage/aggregpred.rst
 create mode 100644 doc/usage/evaluation.rst
 create mode 100644 doc/usage/predtojson.rst
 create mode 100644 doc/usage/training.rst

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index bfaf903f..ceeefc7b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -6,3 +6,6 @@
 include:
   - project: biosignal/software/dev-profile
     file: /gitlab/python.yml
+
+tests:
+  before_script:
diff --git a/MANIFEST.in b/MANIFEST.in
index 8c3a16b9..321d5167 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -2,6 +2,6 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-recursive-include doc *.rst *.ico *.png
+recursive-include doc *.rst *.png
 recursive-include tests *.py *.png *.csv *.json
 recursive-include src/ptbench/data *.json.bz2
diff --git a/doc/_static/style.css b/doc/_static/style.css
new file mode 100644
index 00000000..b07bdb1b
--- /dev/null
+++ b/doc/_static/style.css
@@ -0,0 +1,3 @@
+.wy-nav-content {
+    max-width: none;
+}
diff --git a/doc/_templates/config.rst b/doc/_templates/config.rst
new file mode 100644
index 00000000..3a1f3d38
--- /dev/null
+++ b/doc/_templates/config.rst
@@ -0,0 +1,3 @@
+{% include "autosummary/module.rst" %}
+.. literalinclude:: ../../../../src/{{ fullname.replace(".", "/") }}.py
+   :start-at: import
diff --git a/doc/_templates/layout.html b/doc/_templates/layout.html
new file mode 100644
index 00000000..3e44f4a3
--- /dev/null
+++ b/doc/_templates/layout.html
@@ -0,0 +1,4 @@
+{% extends "!layout.html" %}
+{% block extrahead %}
+    <link href="{{ pathto("_static/style.css", True) }}" rel="stylesheet" type="text/css">
+{% endblock %}
diff --git a/doc/api.rst b/doc/api.rst
index f00cde9b..73143562 100644
--- a/doc/api.rst
+++ b/doc/api.rst
@@ -12,10 +12,104 @@ This section includes information for using the Python API of
 ``ptbench``.
 
 
+.. _ptbench.api.data:
+
+Data Methods
+------------
+
+Auxiliary classes and methods to define raw dataset iterators.
+
+.. autosummary::
+   :toctree: api/data
+
+   ptbench.data.sample
+   ptbench.data.dataset
+   ptbench.data.utils
+   ptbench.data.loader
+   ptbench.data.transforms
+   ptbench.configs.datasets
+
+
+.. _ptbench.api.data.raw:
+
+Raw Dataset Access
+------------------
+
+Direct data-access through iterators.
+
+.. autosummary::
+   :toctree: api/data/raw
+
+   ptbench.data.hivtb_RS
+   ptbench.data.tbpoc
+   ptbench.data.montgomery_RS
+   ptbench.data.padchest
+   ptbench.data.hivtb
+   ptbench.data.indian_RS
+   ptbench.data.shenzhen_RS
+   ptbench.data.tbpoc_RS
+   ptbench.data.shenzhen
+   ptbench.data.montgomery
+   ptbench.data.indian
+   ptbench.data.nih_cxr14_re
+   ptbench.data.padchest_RS
+
+
+.. _ptbench.api.models:
+
+Models
+------
+
+CNN and other models implemented.
+
+.. autosummary::
+   :toctree: api/models
+
+   ptbench.models.alexnet
+   ptbench.models.densenet
+   ptbench.models.densenet_rs
+   ptbench.models.logistic_regression
+   ptbench.models.normalizer
+   ptbench.models.pasa
+   ptbench.models.signs_to_tb
+
+
+.. _ptbench.api.engines:
+
+Command engines
+---------------
+
+Functions to actuate on the data.
+
+.. autosummary::
+   :toctree: api/engine
+
+   ptbench.engine.trainer
+   ptbench.engine.predictor
+   ptbench.engine.evaluator
+
+
+.. _ptbench.api.utils:
+
+Various utilities
+-----------------
+
+Reusable auxiliary functions.
+
 .. autosummary::
-   :toctree: api
+   :toctree: api/utils
 
-   ptbench
+   ptbench.utils.checkpointer
+   ptbench.utils.download
+   ptbench.utils.grad_cams
+   ptbench.utils.measure
+   ptbench.utils.model_serialization
+   ptbench.utils.model_zoo
+   ptbench.utils.plot
+   ptbench.utils.rc
+   ptbench.utils.resources
+   ptbench.utils.summary
+   ptbench.utils.table
 
 
 .. include:: links.rst
diff --git a/doc/catalog.json b/doc/catalog.json
new file mode 100644
index 00000000..3561c742
--- /dev/null
+++ b/doc/catalog.json
@@ -0,0 +1,9 @@
+{
+  "exposed": {
+    "versions": {
+      "stable": "https://www.idiap.ch/software/bob/docs/bob/exposed/stable/sphinx/",
+      "latest": "https://www.idiap.ch/software/bob/docs/bob/exposed/main/sphinx/"
+    },
+    "sources": {}
+  }
+}
diff --git a/doc/cli.rst b/doc/cli.rst
new file mode 100644
index 00000000..950e3cdc
--- /dev/null
+++ b/doc/cli.rst
@@ -0,0 +1,20 @@
+.. Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.cli:
+
+========================
+ Command-line Interface
+========================
+
+This section contains an overview of command-line applications shipped with
+this package.
+
+
+.. click:: ptbench.scripts.cli:cli
+   :prog: ptbench
+   :nested: full
+
+
+.. include:: links.rst
diff --git a/doc/conf.py b/doc/conf.py
index a52fb6a3..222fc255 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -22,6 +22,11 @@ extensions = [
     "sphinx.ext.napoleon",
     "sphinx.ext.viewcode",
     "sphinx.ext.intersphinx",
+    "auto_intersphinx",
+    "sphinx_autodoc_typehints",
+    "sphinx_copybutton",
+    "sphinx_inline_tabs",
+    "sphinx_click",
 ]
 
 # Be picky about warnings
@@ -109,6 +114,18 @@ autodoc_default_options = {
     "show-inheritance": True,
 }
 
-intersphinx_mapping = {
-    "python": ("https://docs.python.org/3", None),
-}
+auto_intersphinx_packages = [
+    "matplotlib",
+    "numpy",
+    "pandas",
+    "pillow",
+    "psutil",
+    "torch",
+    "torchvision",
+    ("exposed", "latest"),
+    ("python", "3"),
+]
+auto_intersphinx_catalog = "catalog.json"
+
+# Add our private index (for extras and fixes)
+intersphinx_mapping = dict(extras=("", "extras.inv"))
diff --git a/doc/config.rst b/doc/config.rst
new file mode 100644
index 00000000..70d73db0
--- /dev/null
+++ b/doc/config.rst
@@ -0,0 +1,112 @@
+.. Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.config:
+
+Preset Configurations
+---------------------
+
+This module contains preset configurations for baseline CNN architectures and
+datasets.
+
+
+Models
+======
+
+.. autosummary::
+   :toctree: api/configs/models
+   :template: config.rst
+
+   ptbench.configs.models.alexnet
+   ptbench.configs.models.alexnet_pretrained
+   ptbench.configs.models.densenet
+   ptbench.configs.models.densenet_pretrained
+   ptbench.configs.models.logistic_regression
+   ptbench.configs.models.pasa
+   ptbench.configs.models.signs_to_tb
+   ptbench.configs.models_datasets.densenet_rs
+
+
+.. _ptbench.configs.datasets:
+
+Datasets
+========
+
+Datasets include iterative accessors to raw data
+(:ref:`ptbench.setup.datasets`) including data pre-processing and augmentation,
+if applicable.  Use these datasets for training and evaluating your models.
+
+.. autosummary::
+   :toctree: api/configs/datasets
+   :template: config.rst
+
+   ptbench.configs.datasets.indian.default
+   ptbench.configs.datasets.indian.rgb
+   ptbench.configs.datasets.indian_RS.default
+   ptbench.configs.datasets.mc_ch.default
+   ptbench.configs.datasets.mc_ch.rgb
+   ptbench.configs.datasets.mc_ch_RS.default
+   ptbench.configs.datasets.mc_ch_in.default
+   ptbench.configs.datasets.mc_ch_in.rgb
+   ptbench.configs.datasets.mc_ch_in_RS.default
+   ptbench.configs.datasets.mc_ch_in_pc.default
+   ptbench.configs.datasets.mc_ch_in_pc.rgb
+   ptbench.configs.datasets.mc_ch_in_pc_RS.default
+   ptbench.configs.datasets.montgomery.default
+   ptbench.configs.datasets.montgomery.rgb
+   ptbench.configs.datasets.montgomery_RS.default
+   ptbench.configs.datasets.nih_cxr14_re.cardiomegaly_idiap
+   ptbench.configs.datasets.nih_cxr14_re.default
+   ptbench.configs.datasets.nih_cxr14_re.idiap
+   ptbench.configs.datasets.nih_cxr14_re_pc.idiap
+   ptbench.configs.datasets.padchest.cardiomegaly_idiap
+   ptbench.configs.datasets.padchest.idiap
+   ptbench.configs.datasets.padchest.no_tb_idiap
+   ptbench.configs.datasets.padchest.tb_idiap
+   ptbench.configs.datasets.padchest.tb_idiap_rgb
+   ptbench.configs.datasets.padchest_RS.tb_idiap
+   ptbench.configs.datasets.shenzhen.default
+   ptbench.configs.datasets.shenzhen.rgb
+   ptbench.configs.datasets.shenzhen_RS.default
+
+
+.. _ptbench.configs.datasets.folds:
+
+Cross-Validation Datasets
+=========================
+
+We support cross-validation with precise preset folds.  In this section, you
+will find the configuration for the first fold (fold-0) for all supported
+datasets.  Nine other folds are available for every configuration (from 1 to
+9), making up 10 folds per supported dataset.
+
+
+.. autosummary::
+   :toctree: api/configs/datasets
+   :template: config.rst
+
+   ptbench.configs.datasets.hivtb.fold_0
+   ptbench.configs.datasets.hivtb.fold_0_rgb
+   ptbench.configs.datasets.hivtb_RS.fold_0
+   ptbench.configs.datasets.indian.fold_0
+   ptbench.configs.datasets.indian.fold_0_rgb
+   ptbench.configs.datasets.indian_RS.fold_0
+   ptbench.configs.datasets.mc_ch.fold_0
+   ptbench.configs.datasets.mc_ch.fold_0_rgb
+   ptbench.configs.datasets.mc_ch_RS.fold_0
+   ptbench.configs.datasets.mc_ch_in.fold_0
+   ptbench.configs.datasets.mc_ch_in.fold_0_rgb
+   ptbench.configs.datasets.mc_ch_in_RS.fold_0
+   ptbench.configs.datasets.montgomery.fold_0
+   ptbench.configs.datasets.montgomery.fold_0_rgb
+   ptbench.configs.datasets.montgomery_RS.fold_0
+   ptbench.configs.datasets.shenzhen.fold_0
+   ptbench.configs.datasets.shenzhen.fold_0_rgb
+   ptbench.configs.datasets.shenzhen_RS.fold_0
+   ptbench.configs.datasets.tbpoc.fold_0
+   ptbench.configs.datasets.tbpoc.fold_0_rgb
+   ptbench.configs.datasets.tbpoc_RS.fold_0
+
+
+.. include:: links.rst
diff --git a/doc/extras.inv b/doc/extras.inv
new file mode 100644
index 00000000..88973215
--- /dev/null
+++ b/doc/extras.inv
@@ -0,0 +1,6 @@
+# Sphinx inventory version 2
+# Project: extras
+# Version: stable
+# The remainder of this file is compressed using zlib.
+xÚEËÁ
€ лSti¼²
*
+	PÒ~MØÞÞ߃è–îlYšƒ†f‡h5êÃWÙ¯i¡tóÌ}àÅNôäo°!¬%ò]B-4OÎŒ ã
\ No newline at end of file
diff --git a/doc/extras.txt b/doc/extras.txt
new file mode 100644
index 00000000..e827f8fa
--- /dev/null
+++ b/doc/extras.txt
@@ -0,0 +1,5 @@
+# Sphinx inventory version 2
+# Project: extras
+# Version: stable
+# The remainder of this file is compressed using zlib.
+torchvision.transforms py:module 1 https://pytorch.org/vision/stable/transforms.html -
diff --git a/doc/img/direct_vs_indirect.png b/doc/img/direct_vs_indirect.png
new file mode 100644
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diff --git a/doc/index.rst b/doc/index.rst
index 552f6114..591e5da1 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -10,17 +10,49 @@
 
 .. todolist::
 
-.. todo:: write introduction about ptbench here
+Benchmarks of convolutional neural network (CNN) architectures applied to
+Pulmonary Tuberculosis (TB) detection on chest X-rays (CXR).
 
+Please use the BibTeX reference below to cite this work:
 
-Documentation
--------------
+.. code:: bibtex
+
+   @INPROCEEDINGS{raposo_union_2022,
+      author = {Raposo, Geoffrey and Trajman, Anete and Anjos, Andr{\'{e}}},
+      month = 11,
+      title = {Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models},
+      booktitle = {Union World Conference on Lung Health},
+      year = {2022},
+      date = {2022-11-01},
+      organization = {The Union},
+   }
+
+   @TECHREPORT{Raposo_Idiap-Com-01-2021,
+      author = {Raposo, Geoffrey},
+      keywords = {deep learning, generalization, Interpretability, transfer learning, Tuberculosis Detection},
+      projects = {Idiap},
+      month = {7},
+      title = {Active tuberculosis detection from frontal chest X-ray images},
+      type = {Idiap-Com},
+      number = {Idiap-Com-01-2021},
+      year = {2021},
+      institution = {Idiap},
+      url = {https://gitlab.idiap.ch/bob/bob.med.tb},
+      pdf = {https://publidiap.idiap.ch/downloads/reports/2021/Raposo_Idiap-Com-01-2021.pdf}
+   }
+
+
+User Guide
+----------
 
 .. toctree::
    :maxdepth: 2
 
    install
    usage
+   references
+   cli
+   config
    api
 
 
diff --git a/doc/install.rst b/doc/install.rst
index aebb216b..f1f6772f 100644
--- a/doc/install.rst
+++ b/doc/install.rst
@@ -8,39 +8,210 @@
  Installation
 ==============
 
-.. todo:: fine-tune installation instructions for ptbench here
+We support two installation modes, through pip_, or mamba_ (conda).
 
 
-We support two installation modes, through pip_, or mamba_ (conda).
+.. tab:: pip
+
+   Stable, from PyPI:
+
+   .. code:: sh
+
+      pip install ptbench
+
+   Latest beta, from GitLab package registry:
+
+   .. code:: sh
+
+      pip install --pre --index-url https://gitlab.idiap.ch/api/v4/groups/bob/-/packages/pypi/simple --extra-index-url https://pypi.org/simple ptbench
+
+   .. tip::
+
+      To avoid long command-lines you may configure pip to define the indexes and
+      package search priorities as you like.
+
 
+.. tab:: mamba/conda
 
-With pip
---------
+   Stable:
 
-.. code-block:: sh
+   .. code:: sh
 
-   # stable, from PyPI:
-   $ pip install ptbench
+      mamba install -c https://www.idiap.ch/software/biosignal/conda -c conda-forge ptbench
+
+   Latest beta:
+
+   .. code:: sh
+
+      mamba install -c https://www.idiap.ch/software/biosignal/conda/label/beta -c conda-forge ptbench
+
+
+.. _ptbench.setup:
+
+Setup
+-----
+
+A configuration file may be useful to setup global options that should be often
+reused.  The location of the configuration file depends on the value of the
+environment variable ``$XDG_CONFIG_HOME``, but defaults to
+``~/.config/ptbench.toml``.  You may edit this file using your preferred
+editor.
+
+Here is an example configuration file that may be useful as a starting point:
+
+.. code:: toml
+
+   [datadir]
+   indian = "/Users/myself/dbs/tbxpredict"
+   montgomery = "/Users/myself/dbs/montgomery-xrayset"
+   shenzhen = "/Users/myself/dbs/shenzhen"
 
-   # latest beta, from GitLab package registry:
-   $ pip install --pre --index-url https://gitlab.idiap.ch/api/v4/groups/biosignal/software/-/packages/pypi/simple --extra-index-url https://pypi.org/simple ptbench
 
 .. tip::
 
-   To avoid long command-lines you may configure pip to define the indexes and
-   package search priorities as you like.
+   To get a list of valid data directories that can be configured, execute:
+
+   .. code:: sh
+
+      ptbench dataset list
+
+
+   You must procure and download datasets by yourself.  The raw data is not
+   included in this package as we are not authorised to redistribute it.
+
+
+.. _ptbench.setup.datasets:
+
+Supported Datasets
+==================
+
+Here is a list of currently supported datasets in this package, alongside
+notable properties.  Each dataset name is linked to the location where
+raw data can be downloaded.  The list of images in each split is available
+in the source code.
+
+
+.. _ptbench.setup.datasets.tb:
+
+Tuberculosis datasets
+~~~~~~~~~~~~~~~~~~~~~
+
+The following datasets contain only the tuberculosis final diagnosis (0 or 1).
+In addition to the splits presented in the following table, 10 folds
+(for cross-validation) randomly generated are available for these datasets.
+
+.. list-table::
+
+   * - Dataset
+     - Reference
+     - H x W
+     - Samples
+     - Training
+     - Validation
+     - Test
+   * - Montgomery_
+     - [MONTGOMERY-SHENZHEN-2014]_
+     - 4020 x 4892
+     - 138
+     - 88
+     - 22
+     - 28
+   * - Shenzhen_
+     - [MONTGOMERY-SHENZHEN-2014]_
+     - Varying
+     - 662
+     - 422
+     - 107
+     - 133
+   * - Indian_
+     - [INDIAN-2013]_
+     - Varying
+     - 155
+     - 83
+     - 20
+     - 52
+
+
+.. _ptbench.setup.datasets.tb+signs:
+
+Tuberculosis + radiological findings dataset
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The following dataset contains both the tuberculosis final diagnosis (0 or 1)
+and radiological findings.
+
+.. list-table::
+
+   * - Dataset
+     - Reference
+     - H x W
+     - Samples
+     - Train
+     - Test
+   * - PadChest_
+     - [PADCHEST-2019]_
+     - Varying
+     - 160'861
+     - 160'861
+     - 0
+
+
+.. _ptbench.setup.datasets.signs:
+
+Radiological findings datasets
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
+The following dataset contains only the radiological findings without any
+information about tuberculosis.
 
-With conda
-----------
+.. note::
 
-.. code-block:: sh
+   NIH CXR14 labels for training and validation sets are the relabeled
+   versions done by the author of the CheXNeXt study [CHEXNEXT-2018]_.
 
-   # stable:
-   $ mamba install -c https://www.idiap.ch/software/biosignal/software/conda -c conda-forge ptbench
+.. list-table::
 
-   # latest beta:
-   $ mamba install -c https://www.idiap.ch/software/biosignal/software/conda/label/beta -c conda-forge ptbench
+   * - Dataset
+     - Reference
+     - H x W
+     - Samples
+     - Training
+     - Validation
+     - Test
+   * - NIH_CXR14_re_
+     - [NIH-CXR14-2017]_
+     - 1024 x 1024
+     - 109'041
+     - 98'637
+     - 6'350
+     - 4'054
+
+
+.. _ptbench.setup.datasets.hiv-tb:
+
+HIV-Tuberculosis datasets
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The following datasets contain only the tuberculosis final diagnosis (0 or 1)
+and come from HIV infected patients. 10 folds (for cross-validation) randomly
+generated are available for these datasets.
+
+Please contact the authors of these datasets to have access to the data.
+
+.. list-table::
+
+   * - Dataset
+     - Reference
+     - H x W
+     - Samples
+   * - TB POC
+     - [TB-POC-2018]_
+     - 2048 x 2500
+     - 407
+   * - HIV TB
+     - [HIV-TB-2019]_
+     - 2048 x 2500
+     - 243
 
 
 .. include:: links.rst
diff --git a/doc/links.rst b/doc/links.rst
index 76efd229..df1ef5ea 100644
--- a/doc/links.rst
+++ b/doc/links.rst
@@ -10,3 +10,11 @@
 .. _python: http://www.python.org
 .. _pip: https://pip.pypa.io/en/stable/
 .. _mamba: https://mamba.readthedocs.io/en/latest/index.html
+.. _pytorch: https://pytorch.org
+
+.. Raw data websites
+.. _montgomery: https://lhncbc.nlm.nih.gov/publication/pub9931
+.. _shenzhen: https://lhncbc.nlm.nih.gov/publication/pub9931
+.. _indian: https://sourceforge.net/projects/tbxpredict/
+.. _NIH_CXR14_re: https://nihcc.app.box.com/v/ChestXray-NIHCC
+.. _PadChest: https://bimcv.cipf.es/bimcv-projects/padchest/
diff --git a/doc/nitpick-exceptions.txt b/doc/nitpick-exceptions.txt
new file mode 100644
index 00000000..8f6fe3b3
--- /dev/null
+++ b/doc/nitpick-exceptions.txt
@@ -0,0 +1,2 @@
+py:class torch.nn.modules.loss._Loss
+py:class Module
diff --git a/doc/references.rst b/doc/references.rst
new file mode 100644
index 00000000..4897ee5b
--- /dev/null
+++ b/doc/references.rst
@@ -0,0 +1,61 @@
+
+.. coding=utf-8
+
+============
+ References
+============
+
+.. [MONTGOMERY-SHENZHEN-2014] *Jaeger S, Candemir S, Antani S, Wáng YX, Lu PX,
+   Thoma G.*, **Two public chest X-ray datasets for computer-aided screening of
+   pulmonary diseases.**, Quant Imaging Med Surg. 2014;4(6):475‐477.
+   https://dx.doi.org/10.3978%2Fj.issn.2223-4292.2014.11.20
+
+.. [INDIAN-2013] https://sourceforge.net/projects/tbxpredict/
+
+.. [PASA-2019] *Pasa, F., Golkov, V., Pfeiffer, F. et al.*,
+   **Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis
+   Screening and Visualization.** Sci Rep 9, 6268 (2019).
+   https://doi.org/10.1038/s41598-019-42557-4
+
+.. [SIMARD-2003] *P. Y. Simard, D. Steinkraus and J. C. Platt*,
+   **Best practices for convolutional neural networks applied to visual
+   document analysis**, Seventh International Conference on Document Analysis
+   and Recognition, 2003. Proceedings., Edinburgh, UK, 2003, pp. 958-963.
+   https://doi.org/10.1109/ICDAR.2003.1227801
+
+.. [CHEXNEXT-2018] *Rajpurkar Pranav, Jeremy Irvin, Robyn L. Ball, Kaylie Zhu,
+   Brandon Yang, Hershel Mehta, Tony Duan, et al.*, **Deep Learning for Chest
+   Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm
+   to Practicing Radiologists**. PLOS Medicine 15, náµ’ 11 (20 november 2018):
+   e1002686. https://doi.org/10.1371/journal.pmed.1002686
+
+.. [NIH-CXR14-2017] *Xiaosong Wang et al.*, **ChestX-Ray8: Hospital-Scale
+   Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification
+   and Localization of Common Thorax Diseases.** 2017 IEEE Conference on
+   Computer Vision and Pattern Recognition (CVPR). 2017 IEEE Conference on
+   Computer Vision and Pattern Recognition (CVPR). Honolulu, HI: IEEE,
+   July 2017, pp. 3462–3471. doi: 10.1109/CVPR.2017.369.
+   http://ieeexplore.ieee.org/document/8099852/
+
+.. [PADCHEST-2019] *Aurelia Bustos et al.*, **PadChest: A large chest x-ray
+   image dataset with multi-label annotated reports** Medical Image Analysis,
+   Volume 66, 2020, 101797, ISSN 1361-8415. doi: 10.1016/j.media.2020.101797.
+   https://www.sciencedirect.com/science/article/abs/pii/S1361841520301614
+
+.. [GOUTTE-2005] *C. Goutte and E. Gaussier*, **A probabilistic interpretation
+   of precision, recall and F-score, with implication for evaluation**,
+   European conference on Advances in Information Retrieval Research, 2005.
+   https://doi.org/10.1007/978-3-540-31865-1_25
+
+.. [TB-POC-2018] *Griesel, Rulan and Stewart, Annemie and van der Plas, Helen
+   and Sikhondze, Welile and Rangaka, Molebogeng X and Nicol, Mark P and
+   Kengne, Andre P and Mendelson, Marc and Maartens, Gary*, **Optimizing
+   Tuberculosis Diagnosis in Human Immunodeficiency Virus–Infected Inpatients
+   Meeting the Criteria of Seriously Ill in the World Health Organization
+   Algorithm**, Clinical Infectious Diseases, 2017.
+   https://doi.org/10.1093/cid/cix988
+
+.. [HIV-TB-2019] *Van Hoving, D. J. et al.*, **Brief report: real-world
+   performance and interobserver agreement of urine lipoarabinomannan in
+   diagnosing HIV-Associated tuberculosis in an emergency center.**,
+   J. Acquir. Immune Defic. Syndr. 1999 81, e10–e14 (2019).
diff --git a/doc/usage.rst b/doc/usage.rst
index 87803559..7dfba521 100644
--- a/doc/usage.rst
+++ b/doc/usage.rst
@@ -8,8 +8,84 @@
  Usage
 =======
 
+This package supports a fully reproducible research experimentation cycle for
+tuberculosis detection with support for the following activities.
 
-.. todo:: write usage instructions for ptbench
+.. figure:: img/direct_vs_indirect.png
+
+
+.. _ptbench.usage.direct-detection:
+
+Direct detection
+----------------
+
+* Training: Images are fed to a Convolutional Neural Network (CNN),
+  that is trained to detect the presence of tuberculosis
+  automatically, via error back propagation. The objective of this phase is to
+  produce a CNN model.
+* Inference (prediction): The CNN is used to generate TB predictions.
+* Evaluation: Predications are used to evaluate CNN performance against
+  provided annotations, and to generate measure files and score tables. Optimal
+  thresholds are also calculated.
+* Comparison: Use predictions results to compare performance of multiple
+  systems.
+
+
+.. _ptbench.usage.indirect-detection:
+
+Indirect detection
+------------------
+
+* Training (step 1): Images are fed to a Convolutional Neural Network (CNN),
+  that is trained to detect the presence of radiological signs
+  automatically, via error back propagation. The objective of this phase is to
+  produce a CNN model.
+* Inference (prediction): The CNN is used to generate radiological signs
+  predictions.
+* Conversion of the radiological signs predictions into a new dataset.
+* Training (step 2): Radiological signs are fed to a shallow network, that is
+  trained to detect the presence of tuberculosis automatically, via error back
+  propagation. The objective of this phase is to produce a shallow model.
+* Inference (prediction): The shallow model is used to generate TB predictions.
+* Evaluation: Predications are used to evaluate CNN performance against
+  provided annotations, and to generate measure files and score tables.
+* Comparison: Use predictions results to compare performance of multiple
+  systems.
+
+We provide :ref:`command-line interfaces (CLI) <ptbench.cli>` that implement
+each of the phases above. This interface is configurable using :ref:`exposed's
+extensible configuration framework <exposed.config>`.  In essence,
+each command-line option may be provided as a variable with the same name in a
+Python file.  Each file may combine any number of variables that are pertinent
+to an application.
+
+.. tip::
+
+   For reproducibility, we recommend you stick to configuration files when
+   parameterizing our CLI. Notice some of the options in the CLI interface
+   (e.g. ``--dataset``) cannot be passed via the actual command-line as it
+   may require complex Python types that cannot be synthetized in a single
+   input parameter.
+
+We provide a number of :ref:`preset configuration files <ptbench.config>` that
+can be used in one or more of the activities described in this section. Our
+command-line framework allows you to refer to these preset configuration files
+using special names (a.k.a. "resources"), that procure and load these for you
+automatically.
+
+
+.. _ptbench.usage.commands:
+
+Commands
+--------
+
+.. toctree::
+   :maxdepth: 2
+
+   usage/training
+   usage/evaluation
+   usage/predtojson
+   usage/aggregpred
 
 
 .. include:: links.rst
diff --git a/doc/usage/aggregpred.rst b/doc/usage/aggregpred.rst
new file mode 100644
index 00000000..bcec1eef
--- /dev/null
+++ b/doc/usage/aggregpred.rst
@@ -0,0 +1,24 @@
+.. Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.usage.aggregpred:
+
+=======================================================
+ Aggregate multiple prediction files into a single one
+=======================================================
+
+This guide explains how to aggregate multiple prediction files into a single
+one. It can be used when doing cross-validation to aggregate the predictions of
+k different models before evaluating the aggregated predictions. We input
+multiple prediction files (CSV files) and output a single one.
+
+Use the sub-command :ref:`aggregpred <ptbench.cli>` aggregate your prediction
+files together:
+
+.. code:: sh
+
+   ptbench aggregpred -vv path/to/fold0/predictions.csv path/to/fold1/predictions.csv --output-folder=aggregpred
+
+
+.. include:: ../links.rst
diff --git a/doc/usage/evaluation.rst b/doc/usage/evaluation.rst
new file mode 100644
index 00000000..c712585d
--- /dev/null
+++ b/doc/usage/evaluation.rst
@@ -0,0 +1,77 @@
+.. Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.usage.evaluation:
+
+==========================
+ Inference and Evaluation
+==========================
+
+This guides explains how to run inference or a complete evaluation using
+command-line tools.  Inference produces probability of TB presence for input
+images, while evaluation will analyze such output against existing annotations
+and produce performance figures.
+
+
+Inference
+---------
+
+In inference (or prediction) mode, we input data, the trained model, and output
+a CSV file containing the prediction outputs for every input image.
+
+To run inference, use the sub-command :ref:`predict <ptbench.cli>` to run
+prediction on an existing dataset:
+
+.. code:: sh
+
+   ptbench predict -vv <model> -w <path/to/model.pth> <dataset>
+
+
+Replace ``<model>`` and ``<dataset>`` by the appropriate :ref:`configuration
+files <ptbench.config>`.  Replace ``<path/to/model.pth>`` to a path leading to
+the pre-trained model.
+
+.. tip::
+
+   An option to generate grad-CAMs is available for the :py:mod:`DensenetRS
+   <ptbench.configs.models_datasets.densenet_rs>` model. To activate it, use
+   the ``--grad-cams`` argument.
+
+.. tip::
+
+   An option to generate a relevance analysis plot is available. To activate
+   it, use the ``--relevance-analysis`` argument.
+
+
+Evaluation
+----------
+
+In evaluation, we input a dataset and predictions to generate performance
+summaries that help analysis of a trained model.  Evaluation is done using the
+:ref:`evaluate command <ptbench.cli>` followed by the model and the annotated
+dataset configuration, and the path to the pretrained weights via the
+``--weight`` argument.
+
+Use ``bob tb evaluate --help`` for more information.
+
+E.g. run evaluation on predictions from the Montgomery set, do the following:
+
+.. code:: sh
+
+   bob tb evaluate -vv montgomery -p /predictions/folder -o /eval/results/folder
+
+
+Comparing Systems
+-----------------
+
+To compare multiple systems together and generate combined plots and tables,
+use the :ref:`compare command <ptbench.cli>`.  Use ``--help`` for a quick
+guide.
+
+.. code:: sh
+
+   ptbench compare -vv A A/metrics.csv B B/metrics.csv --output-figure=plot.pdf --output-table=table.txt --threshold=0.5
+
+
+.. include:: ../links.rst
diff --git a/doc/usage/predtojson.rst b/doc/usage/predtojson.rst
new file mode 100644
index 00000000..81e31d2f
--- /dev/null
+++ b/doc/usage/predtojson.rst
@@ -0,0 +1,24 @@
+.. Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.usage.predtojson:
+
+========================================
+ Converting predictions to JSON dataset
+========================================
+
+This guide explains how to convert radiological signs predictions from a model
+into a JSON dataset. It can be used to create new versions of TB datasets with
+the predicted radiological signs to be able to use a shallow model. We input
+predictions (CSV files) and output a ``dataset.json`` file.
+
+Use the sub-command :ref:`predtojson <ptbench.cli>` to create your JSON dataset
+file:
+
+.. code:: sh
+
+   ptbench predtojson -vv train train/predictions.csv test test/predictions.csv --output-folder=pred_to_json
+
+
+.. include:: ../links.rst
diff --git a/doc/usage/training.rst b/doc/usage/training.rst
new file mode 100644
index 00000000..67b3918c
--- /dev/null
+++ b/doc/usage/training.rst
@@ -0,0 +1,72 @@
+.. Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+..
+.. SPDX-License-Identifier: GPL-3.0-or-later
+
+.. _ptbench.usage.training:
+
+==========
+ Training
+==========
+
+Convolutional Neural Network (CNN)
+----------------------------------
+
+To train a new CNN, use the command-line interface (CLI) application ``ptbench
+train``, available on your prompt.  To use this CLI, you must define the input
+dataset that will be used to train the CNN, as well as the type of model that
+will be trained.  You may issue ``ptbench train --help`` for a help message
+containing more detailed instructions.
+
+.. tip::
+
+   We strongly advice training with a GPU (using ``--device="cuda:0"``).
+   Depending on the available GPU memory you might have to adjust your batch
+   size (``--batch``).
+
+
+Examples
+========
+
+To train Pasa CNN on the Montgomery dataset:
+
+.. code:: sh
+
+   ptbench train -vv pasa montgomery --batch-size=4 --epochs=150
+
+To train DensenetRS CNN on the NIH CXR14 dataset:
+
+.. code:: sh
+
+   ptbench train -vv nih_cxr14 densenet_rs --batch-size=8 --epochs=10
+
+
+Logistic regressor or shallow network
+-------------------------------------
+
+To train a logistic regressor or a shallow network, use the command-line
+interface (CLI) application ``ptbench train``, available on your prompt. To use
+this CLI, you must define the input dataset that will be used to train the
+model, as well as the type of model that will be trained.
+You may issue ``ptbench train --help`` for a help message containing more
+detailed instructions.
+
+Examples
+========
+
+To train a logistic regressor using predictions from DensenetForRS on the
+Montgomery dataset:
+
+.. code:: sh
+
+   ptbench train -vv logistic_regression montgomery_rs --batch-size=4 --epochs=20
+
+
+To train Signs_to_TB using predictions from DensenetForRS on the Shenzhen
+dataset:
+
+.. code:: sh
+
+   ptbench train -vv signs_to_tb shenzhen_rs --batch-size=4 --epochs=20
+
+
+.. include:: ../links.rst
diff --git a/pyproject.toml b/pyproject.toml
index b940ab31..884c48b9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@
 
 [project]
 name = "ptbench"
-version = "0.0.1b0"
+version = "1.0.0b0"
 requires-python = ">=3.9"
 description = "Benchmarks for training and evaluating deep models for the detection of active Pulmonary Tuberculosis from Chest X-Ray imaging."
 dynamic = ["readme"]
@@ -56,12 +56,11 @@ qa = ["pre-commit"]
 doc = [
     "sphinx",
     "furo",
-    "auto-intersphinx",
     "sphinx-autodoc-typehints",
-    "sphinxcontrib-programoutput",
     "auto-intersphinx",
     "sphinx-copybutton",
     "sphinx-inline-tabs",
+    "sphinx-click",
     ]
 test = [
     "pytest",
diff --git a/src/ptbench/data/transforms.py b/src/ptbench/data/transforms.py
index 2ded9b3c..91d56111 100644
--- a/src/ptbench/data/transforms.py
+++ b/src/ptbench/data/transforms.py
@@ -5,11 +5,12 @@
 """Image transformations for our pipelines.
 
 Differences between methods here and those from
-:py:mod:`torchvision.transforms` is that these support multiple simultaneous
-image inputs, which are required to feed segmentation networks (e.g. image and
-labels or masks).  We also take care of data augmentations, in which random
-flipping and rotation needs to be applied across all input images, but color
-jittering, for example, only on the input image.
+:py:mod:`torchvision.transforms` is that these support multiple
+simultaneous image inputs, which are required to feed segmentation
+networks (e.g. image and labels or masks).  We also take care of data
+augmentations, in which random flipping and rotation needs to be applied
+across all input images, but color jittering, for example, only on the
+input image.
 """
 
 import random
@@ -55,10 +56,6 @@ class RemoveBlackBorders:
 class ElasticDeformation:
     """Elastic deformation of 2D image slightly adapted from [SIMARD-2003]_.
 
-    .. [SIMARD-2003] Simard, Steinkraus and Platt, "Best Practices for
-    Convolutional Neural Networks applied to Visual Document Analysis", in
-    Proc. of the International Conference on Document Analysis and
-    Recognition, 2003.
     Source: https://gist.github.com/oeway/2e3b989e0343f0884388ed7ed82eb3b0
     """
 
diff --git a/src/ptbench/engine/evaluator.py b/src/ptbench/engine/evaluator.py
index ad4bcc69..3c0348c0 100644
--- a/src/ptbench/engine/evaluator.py
+++ b/src/ptbench/engine/evaluator.py
@@ -26,9 +26,11 @@ def eer_threshold(neg, pos) -> float:
     Parameters
     ----------
 
-        neg: Negative scores
+        neg : typing.Iterable[float]
+            Negative scores
 
-        pos: Positive scores
+        pos : typing.Iterable[float]
+            Positive scores
 
 
     Returns:
diff --git a/src/ptbench/engine/trainer.py b/src/ptbench/engine/trainer.py
index 60fccaeb..2c6be7e1 100644
--- a/src/ptbench/engine/trainer.py
+++ b/src/ptbench/engine/trainer.py
@@ -354,7 +354,7 @@ def checkpointer_process(
     Parameters
     ----------
 
-    checkpointer : :py:class:`bob.med.tb.utils.checkpointer.Checkpointer`
+    checkpointer : :py:class:`ptbench.utils.checkpointer.Checkpointer`
         checkpointer implementation
 
     checkpoint_period : int
@@ -517,7 +517,7 @@ def run(
     criterion : :py:class:`torch.nn.modules.loss._Loss`
         loss function
 
-    checkpointer : :py:class:`bob.med.tb.utils.checkpointer.Checkpointer`
+    checkpointer : :py:class:`ptbench.utils.checkpointer.Checkpointer`
         checkpointer implementation
 
     checkpoint_period : int
diff --git a/src/ptbench/scripts/predtojson.py b/src/ptbench/scripts/predtojson.py
index 75252cf2..ce9a23be 100644
--- a/src/ptbench/scripts/predtojson.py
+++ b/src/ptbench/scripts/predtojson.py
@@ -60,7 +60,7 @@ def _load(data):
     epilog="""Examples:
 
 \b
-    1. Convert predictions of radiological signs to a JSON dataset file_
+    1. Convert predictions of radiological signs to a JSON dataset file:
 
        .. code:: sh
 
diff --git a/src/ptbench/scripts/train_analysis.py b/src/ptbench/scripts/train_analysis.py
index 2359e0c5..f5d0bc32 100644
--- a/src/ptbench/scripts/train_analysis.py
+++ b/src/ptbench/scripts/train_analysis.py
@@ -2,6 +2,8 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
+from __future__ import annotations
+
 import os
 
 import click
@@ -19,15 +21,14 @@ def _loss_evolution(df):
     Parameters
     ----------
 
-    df : pandas.DataFrame
-        dataframe containing the training logs
+        df : pandas.DataFrame
+            dataframe containing the training logs
 
 
     Returns
     -------
 
-    figure : matplotlib.figure.Figure
-        figure to be displayed or saved to file
+        matplotlib.figure.Figure: Figure to be displayed or saved to file
     """
 
     import numpy
@@ -78,18 +79,17 @@ def _hardware_utilisation(df, const):
     Parameters
     ----------
 
-    df : pandas.DataFrame
-        dataframe containing the training logs
+        df : pandas.DataFrame
+            dataframe containing the training logs
 
-    const : dict
-        training and hardware constants
+        const : dict
+            training and hardware constants
 
 
     Returns
     -------
 
-    figure : matplotlib.figure.Figure
-        figure to be displayed or saved to file
+        matplotlib.figure.Figure: figure to be displayed or saved to file
     """
 
     figure = plt.figure()
@@ -133,14 +133,16 @@ def _hardware_utilisation(df, const):
 
 
 @click.command(
-    entry_point_group="bob.med.tb.config",
+    entry_point_group="ptbench.config",
     cls=ConfigCommand,
     epilog="""Examples:
 
 \b
     1. Analyzes a training log and produces various plots:
 
-       $ bob binseg train-analysis -vv log.csv constants.csv
+       .. code:: sh
+
+          ptbench train-analysis -vv log.csv constants.csv
 
 """,
 )
@@ -167,7 +169,7 @@ def train_analysis(
     output_pdf,
     **_,
 ):
-    """Analyze the training logs for loss evolution and resource
+    """Analyzes the training logs for loss evolution and resource
     utilisation."""
 
     import pandas
diff --git a/src/ptbench/utils/download.py b/src/ptbench/utils/download.py
index 981165f5..9c780c7e 100644
--- a/src/ptbench/utils/download.py
+++ b/src/ptbench/utils/download.py
@@ -27,7 +27,7 @@ def download_to_tempfile(url, progress=False):
     Returns
     -------
 
-    f : tempfile.NamedTemporaryFile
+    f : :py:func:`tempfile.NamedTemporaryFile`
         A named temporary file that contains the downloaded URL
     """
 
-- 
GitLab