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Site formatting change
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sibocw authored Jun 21, 2024
2 parents c75c722 + 0bd27f7 commit a8dfc1c
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18 changes: 10 additions & 8 deletions doc/source/tutorials/advanced_olfaction.rst
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Advanced olfaction: Navigating a complex odor plume
===================================================

**Author:** Victor Alfred Stimpfling
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Victor Alfred Stimpfling

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary**: In this tutorial, we simulate a complex odor plume, replay
the plume in MuJoCo, and build a simple controller to navigate it.
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18 changes: 10 additions & 8 deletions doc/source/tutorials/advanced_vision.rst
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Connectome-constrained visual system model
==========================================

**Authors:** Thomas Ka Chung Lam, Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Authors:** Thomas Ka Chung Lam, Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary**: In this tutorial, we will (1) simulate two flies in the
same arena, and (2) integrate a connectome-constrained visual system
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18 changes: 10 additions & 8 deletions doc/source/tutorials/cpg_controller.rst
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Controlling locomotion with CPGs
================================

**Authors:** Sibo Wang-Chen, Femke Hurtak
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Authors:** Sibo Wang-Chen, Femke Hurtak

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will introduce the concept of Central
Pattern Generators (CPGs) and build a CPG-based model to control walking
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12 changes: 4 additions & 8 deletions doc/source/tutorials/gym_basics_and_kinematic_replay.rst
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Interacting with NeuroMechFly
=============================

**Author:** Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will introduce the basic concepts of
interacting with the simulated fly in a Markov Decision Process using
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17 changes: 11 additions & 6 deletions doc/source/tutorials/head_stabilization.rst
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Head stabilization
==================

**Author:** Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Sibo Wang-Chen

The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will use mechanosensory information to
correct for self motion in closed loop. We will train an internal model
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18 changes: 10 additions & 8 deletions doc/source/tutorials/hybrid_controller.rst
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Overcome complex terrain with a hybrid controller
=================================================

**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary**: In this tutorial, we will illustrate how CPG- and
rule-based controllers fail to produce robust locomotion over complex
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18 changes: 10 additions & 8 deletions doc/source/tutorials/olfaction_basics.rst
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Olfaction basics
================

**Author:** Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will implement a simple controller for
odor-guided taxis.
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18 changes: 10 additions & 8 deletions doc/source/tutorials/path_integration.rst
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@@ -1,16 +1,18 @@
Path integration
================

**Author:** Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and better
structured implementation can be found in the
`examples folder of the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and better
structured implementation can be found in the
`examples folder of the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will show how the position and heading
of the animal can be estimated by integrating mechanosensory signals, a
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18 changes: 10 additions & 8 deletions doc/source/tutorials/rule_based_controller.rst
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@@ -1,16 +1,18 @@
Rule-based controller
=====================

**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will show how locomotion can be
achieved using local coordination rules in the absence of centralized
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18 changes: 10 additions & 8 deletions doc/source/tutorials/turning.rst
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@@ -1,16 +1,18 @@
Encapsulating custom code into Gym environments: A turning controller
=====================================================================

**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Authors:** Victor Alfred Stimpfling, Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will demonstrate how one can build
controllers at different levels of abstraction by implementing Gym
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18 changes: 10 additions & 8 deletions doc/source/tutorials/vision_basics.rst
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@@ -1,16 +1,18 @@
Vision basics
=============

**Author:** Sibo Wang-Chen
.. note::

**Note:** The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.
**Author:** Sibo Wang-Chen

**Notebook Format:** This tutorial is available in `.ipynb` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.
The code presented in this notebook has been simplified and
restructured for display in a notebook format. A more complete and
better structured implementation can be found in the `examples folder of
the FlyGym repository on
GitHub <https://github.com/NeLy-EPFL/flygym/tree/main/flygym/examples/>`__.

This tutorial is available in ``.ipynb`` format in the
`notebooks folder of the FlyGym repository <https://github.com/NeLy-EPFL/flygym/tree/main/notebooks>`_.

**Summary:** In this tutorial, we will build a simple model to control
the fly to follow a moving sphere. By doing so, we will also demonstrate
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