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Merge pull request #1 from MKAbdElrahman/master
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Update ml.jmd
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ChrisRackauckas committed Jan 13, 2020
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Expand Up @@ -119,7 +119,7 @@ computing. Let's showcase how to do some linear algebra by defining a neural
network. Recall that a neural network is a function:

```math
\text{NN}(x) = W_3\sigma_2(W_2\sigma_1(W_1x + b_1) + b2) + W_3
\text{NN}(x) = W_3\sigma_2(W_2\sigma_1(W_1x + b_1) + b2) + b_3
```

where we can change the number of layers (`(W_i,b_i)`) as necesary. Let's assume
Expand Down Expand Up @@ -422,7 +422,7 @@ NNODE(1.0)
```

Instead of directly approximating the neural network, we will use the transformed
equation that is forced to satisfy the boundary conditions. Using `u0=0.0`, we
equation that is forced to satisfy the boundary conditions. Using `u0=1.0`, we
have the function:

```julia
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