pytorch-examples

simple_ad.py: a simple auto differentiation code using Pytorch
simple_lr.py: a simple linear regression code using Pytorch module
fluidsim.py: a fluid simulation using auto differentiation to optimize its velocity model.
sin.py: sin(x) and its gradient verification as cos(x). An example from the Julia paper: A differentiable programming system...

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
PySIT/tutorial		PySIT/tutorial
fwi-dl		fwi-dl
saved_models		saved_models
README.md		README.md
fluidsim.py		fluidsim.py
init_smoke.png		init_smoke.png
requirements.txt		requirements.txt
simple_ad.py		simple_ad.py
simple_lr.py		simple_lr.py
sin.py		sin.py
skull.png		skull.png

Provide feedback