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@@ -33,3 +33,133 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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CSE 11/GradeCalculator.java

@@ -0,0 +1,69 @@
+import java.util.Scanner;
+public class GradeCalculator {
+    public static void main(String[] args){
+        double total = 0;
+        int i;
+        int count;
+        int midterm;
+        int invalid = 0;
+        int final_test;
+        double average =  0;
+
+        Scanner input = new Scanner(System.in);
+
+        count = input.nextInt();
+        if (count == 0){
+            System.out.println("invalid input");
+            invalid += 1;
+        }
+
+        for (i = 0; i < count; i++){
+            int standby = input.nextInt();
+            if (standby < 0 || standby > 100){
+                System.out.println("invalid input");
+                invalid += 1;
+                break;
+            }
+            else{
+                total += standby;
+            }
+        }
+
+        midterm = input.nextInt();
+        final_test = input.nextInt();
+        if (midterm < 0 || midterm > 100){
+            System.out.println("invalid input");
+            invalid += 1;
+        }
+        if (final_test < 0 || final_test > 100){
+            System.out.println("invalid input");
+            invalid += 1;
+        }
+
+        if (invalid == 0){
+            average = ((total/count) * 0.5) + (midterm * 0.125) + (final_test*0.375);
+            System.out.println(average);
+
+            if (average <= 100 && average >= 90){
+                System.out.println("A");
+            }
+            else if (average < 90 && average >= 80){
+                System.out.println("B");
+            }
+            else if (average < 80 && average >= 70){
+                System.out.println("C");
+            }
+            else if (average < 70 && average >= 60){
+                System.out.println("D");
+            }
+            else{
+                System.out.println("F");
+            }
+
+        }
+        input.close();
+        
+        
+    }
+}
+

CSE 11/HelloWorld.java

@@ -0,0 +1,5 @@
+public class HelloWorld {
+    public static void main(String[] args){
+        System.out.println("Hello World!");
+    }
+}

CSE 11/PasswordSecurity.java

@@ -0,0 +1,16 @@
+import java.util.Scanner;
+public class PasswordSecurity {
+    /**
+     * @param args
+     */
+
+    public static void main(){
+        String password;
+        System.out.println("Please enter a password: ");
+        Scanner input = new Scanner(System.in);
+        password = input.nextLine();
+        if (password.length() < 8){
+            System.out.println("Password is too short");
+        }
+}
+}

CSE 11/print(2);.cpp

@@ -0,0 +1 @@
+print(2);

MLP.cpp

@@ -0,0 +1,30 @@
+#include "MLP.h"
+
+double frand(){
+    return(2.0*(double)rand()/RAND_MAX) -1.0;
+}
+
+
+//Return a new Perceptron object with the specified number of inputs(+1 for the bias)
+Perceptron::Perceptron(int inputs, double bias){
+    this-> bias = bias;
+    weights.resize(inputs+1);
+    generate(weights.begin(),weights.end(),frand);
+
+}
+
+//Run the perceptron. x is a vector with the input values.
+double Perceptron::run(vector<double>x){
+    x.push_back(bias);
+    double_sum = inner_product(x.begin(),x.end(),weights.begin(),(double)0.0);
+    return sigmoid(sum);
+
+}
+
+void Perceptron::set_weights(vector<double>w_init){
+    weights = w_init;
+}
+
+double Perceptron::sigmoid(double x){
+    return (1.0/(1.0 + exp(-x)));
+}

MLP.h

@@ -0,0 +1,36 @@
+#pragma once
+#include <algorithm>
+#include <vector>
+#include <iostream>
+#include <random>
+#include <numeric>
+#include <cmath>
+#include <time.h>
+
+using namespace std;
+
+class Perceptron {
+    public:
+        vector <double> weights;
+        double bias;
+        Perceptron(int inputs, double bias = 1.0);
+        double run(vector<double> x);
+        void set_weights(vector<double> w_init);
+        double sigmoid(double x);
+};
+
+class MultiLayerPerceptron {
+    public:
+        MultiLayerPerceptron(vector<int> layers, double bias = 1.0, double eta = 0.5);
+        void set_weights(vector<vector<vector<double>>>w_init);
+        void print_weights();
+        vector<double> run(vector<double> x);
+        double bp(vector<double>x, vector<double>y);
+
+        vector<int> layers;
+        double bias;
+        double eta;
+        vector<vector<Perceptron>> network;
+        vector<vector<double> > values;
+        vector<vector<double>> d;
+};

NeuralNetworks.cpp

@@ -0,0 +1,18 @@
+#include <iostream>
+#include "MLP.h"
+
+int main(){
+    srand(time(NULL));
+    rand();
+
+    cout << "\n\n--------Logic Gate Example--------\n\n";
+    Perceptron *p = new Perceptron(2);
+    
+    p-> set_weights({10,10,-15});
+
+    cout << "Gate: "<< endl;
+    cout << p-> run ({0,0}) << endl;
+    cout << p-> run ({0,1}) << endl;
+    cout << p-> run ({1,0}) << endl;
+    cout << p-> run ({1,1}) << endl;
+}