Notes from Autonomous Driving Udacity course.
- differentiable graphs https://svail.github.io/diff_graphs/
- add layers
- add nodes to layers
- add RELUs. https://www.youtube.com/watch?v=5Qtg2jVgQgs
- topological sort
- forward pass
- backpropagate https://www.youtube.com/watch?v=_TcMRoWFppo
- regularize https://www.youtube.com/watch?v=pECnr-5F3_Q
- dropout https://www.youtube.com/watch?v=NhZVe50QwPM https://www.youtube.com/watch?v=8nG8zzJMbZw https://www.cs.toronto.edu/~hinton/absps/JMLRdropout.pdf
- add inception module https://www.youtube.com/watch?v=sdT5f8n7IcI
- pooling
Weights
- upload https://www.youtube.com/watch?v=mMT_3k1LvNU
- train
- download