diff --git a/doc/help.rst b/doc/help.rst
index ea045c0d6ab0f8d2e3cf454a829144170bca6acc..80f34faad881b41a8bea3c3f01f2acaf142d2c4d 100644
--- a/doc/help.rst
+++ b/doc/help.rst
@@ -32,7 +32,7 @@ There are several ways to get help if you are facing a problem.
First, you should search for possible existing answers in:
* https://stackoverflow.com/questions/tagged/python-bob
-* https://www.idiap.ch/software/bob/discuss
+* https://www.idiap.ch/software/bob/discuss (read only mailing list)
* https://www.idiap.ch/software/bob/wiki
or you may just want to search on the Internet for possible answers.
@@ -48,11 +48,7 @@ How to contribute
=================
Bob is open source and we welcome contributions.
-If you find a bug, please let use know through our mailing list:
-https://www.idiap.ch/software/bob/discuss.
-If you want to contribute, please also get in touch with us through our mailing list
-first.
-We maintain a mirror of Bob packages on https://github.com/bioidiap/ which should allow
-you to open pull requests on Bob packages.
+We maintain a mirror of Bob packages on https://github.com/bioidiap/.
+Feel free to open issues and/or pull requests on this mirror.
.. include:: links.rst
diff --git a/doc/index.rst b/doc/index.rst
index ccc7dfc028f27ff5c25379b017785322b6fe493b..d29f1917adb136e8d07e102127c6e5fc8678bbaa 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -10,11 +10,11 @@ Bob_ is a free signal-processing and machine learning toolbox originally develop
the Biometrics Security and Privacy Group, the Biosignal Processing Group, and the
Research and Development Engineers at `Idiap`_ Research Institute, Switzerland.
-The toolbox is written in a mix of `Python`_ and `C++`_ and is designed to be both
-efficient and reduce development time. It is composed of a reasonably large number of
-:ref:`independent packages <bob.packages>` that implement tools for image, audio &
-video processing, machine learning & pattern recognition, and a lot more task specific
-packages.
+The newest version of the toolbox is written in pure `Python`_ and is designed
+to be both efficient and reduce development time. It is composed of seveal
+:ref:`independent packages <bob.packages>` that implement tools for image, audio
+& video processing, machine learning & pattern recognition, and a lot more task
+specific packages.
.. toctree::
@@ -23,6 +23,7 @@ packages.
install
help
packages
+ tutorial
Index of all packages
diff --git a/doc/install.rst b/doc/install.rst
index 8a20820b441692f964c9ea362588ee93d04b4534..7ae0d8f02bd8875e5259a2b16aeb5c47abce0ff7 100644
--- a/doc/install.rst
+++ b/doc/install.rst
@@ -8,32 +8,35 @@ By now you should know that Bob is made of several :ref:`bob.packages`. There is
no single package that installs all Bob packages because that would just take
too much space. Follow the instruction below to install any Bob package.
-We offer pre-compiled binary installations of Bob using `conda`_ for Linux and
-MacOS 64-bit operating systems. Follow the guide below to learn to install any
-Bob package. Bob does not work on Windows.
+We offer conda_ and pip_ installations of Bob for Linux and MacOS 64-bit
+operating systems (Most packages support arm 64-bit on MacOS too). Follow the
+guide below to learn to install any Bob package. *Bob does not work on
+Windows*.
-#. Install `mamba`_ (`mambaforge`_ is preferred) or `conda`_ (`miniforge`_ is
+#. Install `mamba`_ (`mambaforge`_ is preferred) or conda_ (`miniforge`_ is
preferred) and get familiar with it. The instructions below use ``mamba``
because it's faster than ``conda``, but you may replace it by ``conda``.
-#. Make sure you have an up-to-date `conda`_ installation (conda 4.4 and above
+#. Make sure you have an up-to-date conda_ installation (conda 4.4 and above
is needed) with the **correct configuration** by running the commands below:
.. code:: sh
# install mamba if you don't yet have it installed.
+ # mamba must be installed in your base environment.
$ conda install -n base -c conda-forge mamba
$ mamba update -n base -c conda-forge conda mamba
$ conda config --set show_channel_urls True
#. Create an environment with the specific Bob packages that you need. For
- example if you want to install ``bob.io.base`` and ``bob.bio.face``:
+ example if you want to install ``bob.io.base``, ``bob.bio.face``, and ``pytorch``:
.. code:: sh
$ mamba create --name bob_env1 --override-channels \
- -c https://www.idiap.ch/software/bob/conda -c conda-forge \
- python=3 bob.io.base bob.bio.face
+ -c https://www.idiap.ch/software/bob/conda \
+ -c conda-forge \
+ python=3 bob.io.base bob.bio.face pytorch
#. Then activate the environment and configure its channels to make sure the
channel list is correct in the future as well:
@@ -51,6 +54,13 @@ Bob package. Bob does not work on Windows.
$ conda activate bob_env1
$ mamba install bob.bio.video ...
+#. Alternatively, you can use pip_ to install the packages but we don't test our pip packages:
+
+ .. code:: sh
+
+ $ conda activate bob_env1
+ $ pip install bob.bio.face ...
+
For a comprehensive list of packages that are either part of |project| or use
|project|, please visit :ref:`bob.packages`.
diff --git a/doc/links.rst b/doc/links.rst
index 4bd0cb30e20e48a72caa3382950be409af3ffdf1..343cffac49dbf5a0b4b874a1a735a7cc44be6253 100644
--- a/doc/links.rst
+++ b/doc/links.rst
@@ -9,15 +9,19 @@
.. _c++: https://isocpp.org/
.. _CMake: http://www.cmake.org
.. _conda: https://conda.io/
+.. _dask: https://dask.org
.. _Dvipng: http://savannah.nongnu.org/projects/dvipng/
.. _FFMpeg: http://ffmpeg.org
.. _fftw: http://www.fftw.org/
.. _giflib: http://giflib.sourceforge.net/
.. _GPL-2.0: http://www.opensource.org/licenses/GPL-2.0
.. _GPL-3.0: http://www.opensource.org/licenses/GPL-3.0
+.. _h5py: http://www.h5py.org/
.. _HDF5 License: ftp://ftp.hdfgroup.org/HDF5/current/src/unpacked/COPYING
.. _HDF5: http://www.hdfgroup.org/HDF5
.. _idiap: http://www.idiap.ch
+.. _imageio-ffmpeg: https://github.com/imageio/imageio-ffmpeg
+.. _imageio: https://imageio.readthedocs.io
.. _install: https://www.idiap.ch/software/bob/install
.. _IPython: http://ipython.scipy.org
.. _Lapack: http://www.netlib.org/lapack
@@ -41,6 +45,7 @@
.. _NumPy: http://www.numpy.org
.. _packages: https://www.idiap.ch/software/bob/packages
.. _Pillow: http://python-pillow.github.io/
+.. _pip: https://pip.pypa.io/en/stable/
.. _pkg-config: http://www.freedesktop.org/wiki/Software/pkg-config/
.. _Python-2.0: http://www.opensource.org/licenses/Python-2.0
.. _python: http://www.python.org
diff --git a/doc/packages.rst b/doc/packages.rst
index fc834614461211c2af7d2e48d78312b1afebe31e..ee0396de5ac9335ed930f7f5f60f5ca94bc81d7d 100644
--- a/doc/packages.rst
+++ b/doc/packages.rst
@@ -21,12 +21,6 @@ Machine Learning
* :ref:`bob.learn.em`
* :ref:`bob.pipelines`
-Modules for Developers
-----------------------
-
-* :ref:`bob.devtools`
-* :ref:`bob.extension`
-
Biometric Recognition
---------------------
@@ -47,9 +41,8 @@ Presentation Attack Detection (anti-spoofing)
* :ref:`bob.fusion.base`
-Database Interfaces
--------------------
+Modules for Developers
+----------------------
-* :ref:`bob.pipelines`
-* :ref:`bob.bio.base`
-* :ref:`bob.pad.base`
+* :ref:`bob.devtools`
+* :ref:`bob.extension`