Information about Deep Learning software packages

For your project you will probably either use TensorFlow or PyTorch. On this page I will put links to tutorials and resources that you may find helpful as you complete your project.

Please let me know if you find a good online resource and I'll add it to this webpage.

TensorFlow

• Homepage for TensorFlow (Links to an external site.)Links to an external site.
• Stanford course that covers the fundamental and common uses of TensorFlow - CS 20: Tensorflow for Deep Learning Research (Links to an external site.)Links to an external site.
• Tutorial written by a KTH & RPL alum and current SnapChat employee Vahid Kazemi:  EffectiveTensorflow (Links to an external site.)Links to an external site. 

PyTorch

• Tutorials for PyTorch (Links to an external site.)Links to an external site. from the PyTorch homepage 
• pytorch-for-numpy-users (Links to an external site.) Page with a PyTorch cheatsheet listing numpy commands and their PyTorch equivalent.

Should I use TensorFlow or PyTorch?

I will not add my voice to this discussion as I do not have sufficient experience in both. However, the internet has lots to say about this question. Here are links to some:

• Is PyTorch Better Than TensorFlow? (Links to an external site.)

If you find a good resource:

Please contact me if you find a good resource so we can share it with the class.