This topic is for official updates and information regarding lesson 7. Only admins are able to reply to this thread, so please subscribe to topic notifications to ensure you don’t miss anything. You should also follow the general course update thread.
Note that this is a forum wiki thread, so you all can edit this post to add/change/organize info to help make it better! To edit, click on the little edit icon at the bottom of this post. Here’s a pic of what to look for:
Lesson Resources
- Detailed lesson notes - thanks to @hiromi
- Notebooks:
- Lesson 7 in-class discussion thread
- Lesson 7 advanced discussion
Other Resources
- Visualizing the Loss Landscape of Neural Nets
- Convolution arithmetic paper shown in class
- Perceptual Losses for Real-Time Style Transfer and Super-Resolution
- Interview with Jeremy at Github
-
ipyexperiments - handy lib from @stas that is even better than
gc.collect
at reclaiming your GPU memory - Documentation improvements thread (please help us make the docs better!)