Pytorch
PyTorch Tutorials
All the tutorials are now presented as sphinx style documentation at:
https://github.com/lornatang/pytorch/tutorials/
Contributing
We use sphinx-gallery's notebook styled examples to create the tutorials. Syntax is very simple. In essence, you write a slightly well formatted python file and it shows up as documentation page.
Here's how to create a new tutorial:
- Create a notebook styled python file. If you want it executed while inserted into documentation, save the file with suffix
tutorialso that file name isyour_tutorial.py. - Put it in one of the beginner_source, intermediate_source, advanced_source based on the level.
- Include it in the right TOC tree at index.rst
- Create a thumbnail in the index file using a command like
.. galleryitem:: beginner/your_tutorial.py. (This is a custom directive. Seecustom_directives.pyfor more info.)
In case you prefer to write your tutorial in jupyter, you can use this script to convert the notebook to python file. After conversion and addition to the project, please make sure the sections headings etc are in logical order.
Building
- Start with installing torch, torchvision, and your GPUs latest drivers. Install other requirements using
pip install -r requirements.txt
If you want to use
virtualenv, make your environment in avenvdirectory like:virtualenv ./venv, thensource ./venv/bin/activate.
- Then you can build using
make docs. This will download the data, execute the tutorials and build the documentation todocs/directory. This will take about 60-120 min for systems with GPUs. If you do not have a GPU installed on your system, then see next step. - You can skip the computationally intensive graph generation by running
make html-noplotto build basic html documentation to_build/html. This way, you can quickly preview your tutorial.
