kidtronnix

package nn

import gonum.org/v1/gonum/mat

type NN interface {
    Train(x,y mat.Matrix)
    Evaluate(x, y mat.Matrix) float64
    Predict(x mat.Matrix) mat.Matrix
}

kidtronnix

package nn

import (
	"gonum.org/v1/gonum/mat"
)

func (n *MLP) Evaluate(x, y mat.Matrix) float64 {

	p := n.Predict(x)
	N, _ := p.Dims()

kidtronnix

package nn

import "gonum.org/v1/gonum/mat"

func (n *MLP) Predict(x mat.Matrix) mat.Matrix {

	as, _ := n.forward(x)

	return as[len(as)-1]
}

kidtronnix

package nn

import (
	"fmt"

	"gonum.org/v1/gonum/mat"
)

func (n *MLP) Train(x, y *mat.Dense) {

kidtronnix

package nn

import "gonum.org/v1/gonum/mat"

// forward takes input data and returns the 'activation' and 'z'
// from each layer - z = w.x +b and a = sigmoid(z)
func (n *MLP) forward(x mat.Matrix) (as, zs []mat.Matrix) {
    as = append(as, x) // first activation is input
    
    _x := x

kidtronnix

package nn

import "gonum.org/v1/gonum/mat"

func (n *MLP) backward(x, y mat.Matrix) {

	// get activations
	as, zs := n.forward(x)

	// final z

kidtronnix

package main

import (
	"encoding/csv"
	"fmt"
	"io"
	"log"
	"os"
)

kidtronnix

package main

import "fmt"

type A struct {
	OnlyForA string
}

func (a *A) Eyo() {
	fmt.Println("eyo")

kidtronnix

<!-- User -->
<comment>
Hi can anyone recommend a good film?
</comment>

<!-- Attacker-->
<comment>
  <script src="xss.js"></script>
  I like star wars!
  <a id="its-a-trap" href="#">Check it out.</a>

kidtronnix

package main

import (
	"fmt"
	"time"

	"github.com/pborman/uuid"
)

func main() {