Some really cool blogs/guides compiled over the years
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DL Playlist by Prof Bryce, must watch alongside IDL by Goodfellow
- Activation Functions
- AutoEncoders and Variational Auto Encoders
- Do we Use Dropouts with CNN’s ?
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Deep Dream. Firing select neurons in the network and propogate changes to the input image, gives weird but interesting patterns.
- Enforcing Constraints at Amazon. Really cheeky way to enforce constraints.
- If a package size had no reported damage for the product, dummy datapoints were added to the DB such that even for bigger package sizes no damage was reported.
- Similarly to enforce the negative constraint, if damage was reported for a particular size, all sizes below it were added in the DB with damage = True