From a03c4f92dc0863642b944e2df6682377f3ea0811 Mon Sep 17 00:00:00 2001 From: Christian Forfang Date: Sat, 3 Jun 2023 21:53:10 +0200 Subject: [PATCH] Fix 'graident' -> 'gradient' --- lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb b/lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb index c01be7ea..d356632f 100644 --- a/lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb +++ b/lessons/3-NeuralNetworks/03-Perceptron/Perceptron.ipynb @@ -213,7 +213,7 @@ " * $t_{n} \\in \\{-1, +1\\}$ for negative and positive training samples, respectively\n", " * $\\mathcal{M}$ - a set of wrongly classified examples\n", " \n", - "We will use the process of **graident descent**. Starting with some initial random weights $\\mathbf{w}^{(0)}$, we will adjust weights on each step of the training using the gradient of $E$:\n", + "We will use the process of **gradient descent**. Starting with some initial random weights $\\mathbf{w}^{(0)}$, we will adjust weights on each step of the training using the gradient of $E$:\n", "\n", "$$\\mathbf{w}^{\\tau + 1}=\\mathbf{w}^{\\tau} - \\eta \\nabla E(\\mathbf{w}) = \\mathbf{w}^{\\tau} + \\eta \\mathbf{x}_{n} t_{n}$$\n", "\n",