BMVA Summer School

PyTorch Lab for the BMVA Summer School

Please read the PDF for the introduction to PyTorch.

Use Google colaboratory to run the notebooks!

How to open the demos in Google colab:

Select "GitHub" and type "ndfcampbell/bmva_summer_school" into the address bar

Load the PyTorch_Example file first and then take a look at the linear regression lab!

If you are curious as to how PyTorch (and similar libraries) work behind the scenes then please take a look at the Scalar Auto Grad Demo file!

If you are already familiar with PyTorch then you may be interested in the advanced notebook on Vision Foundation Models kindly provided by Li (Luis) Li; please see the instructions within the file, in particular using GPU acceleration when loading on the colab server.

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Advanced_Vision_Foundation_Model.ipynb		Advanced_Vision_Foundation_Model.ipynb
PyTorch_Example.ipynb		PyTorch_Example.ipynb
PyTorch_Linear_Regression_Lab.ipynb		PyTorch_Linear_Regression_Lab.ipynb
README.md		README.md
Scalar_Auto_Grad_Demo.ipynb		Scalar_Auto_Grad_Demo.ipynb
google_colab_screen_1.png		google_colab_screen_1.png
google_colab_screen_2.png		google_colab_screen_2.png
python_introduction.pdf		python_introduction.pdf