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annotate tvii/gradient_descent.py @ 60:38fe99071b11

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[documentation] install editable instructions that work
author Jeff Hammel <k0scist@gmail.com>
date Sat, 02 Dec 2017 10:22:25 -0800
parents 857a606783e1
children
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857a606783e1 [documentation] notes + stubs on gradient descent
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1 """
857a606783e1 [documentation] notes + stubs on gradient descent
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2 gradient descent for neural networks
857a606783e1 [documentation] notes + stubs on gradient descent
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3 """
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4
857a606783e1 [documentation] notes + stubs on gradient descent
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5 # Each loop:
857a606783e1 [documentation] notes + stubs on gradient descent
Jeff Hammel <k0scist@gmail.com>
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6 # - computes predictions
857a606783e1 [documentation] notes + stubs on gradient descent
Jeff Hammel <k0scist@gmail.com>
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7 # - compute derivatives: dw, db
857a606783e1 [documentation] notes + stubs on gradient descent
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8 # update: w = w - alpha * dw; b = b - ....
857a606783e1 [documentation] notes + stubs on gradient descent
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