- This is in progress because I haven't found any good, condensed material on this. General advice is to just read and write regularly
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| import numpy as np | |
| """ | |
| This file implements various first-order update rules that are commonly used | |
| for training neural networks. Each update rule accepts current weights and the | |
| gradient of the loss with respect to those weights and produces the next set of | |
| weights. Each update rule has the same interface: | |
| def update(w, dw, config=None): |
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