-
Notifications
You must be signed in to change notification settings - Fork 1
/
main.cpp
47 lines (35 loc) · 1020 Bytes
/
main.cpp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
//
// main.cpp
// BinaryClassification
//
// Created by Naga V Gudapati on 6/10/19.
// Copyright © 2019 Naga V Gudapati. All rights reserved.
//
#include <iostream>
#include <string>
#include "ParseSVM/ParseSVM.hpp"
#include "ParseSVM/Matrix_Operations.hpp"
#include "helper.h"
#include "Solvers/GradientDescent.hpp"
#include "Solvers/SGDSolver.hpp"
//#include "Solvers/CoreSolver.hpp"
int main(int argc, const char * argv[]) {
const std::string file_path = argv[1];
Classification_Data_CRS A;
//We will store the problem data in variable A and the data is going to be normalized
get_CRSM_from_svm(A, file_path);
std::cout << "GD: " << "\n";
GradientDescent GD;
double lambda = 0.0001;
double Lips = 10.0;
int iters = 100;
GD.init(A, lambda, Lips, iters);
GD.run_solver(A);
// std::cout << "SGD: " << "\n";
// SGDSolver SGD;
//// lambda = 0.001;
// SGD.init(A, 0.001, 10, 100);
// SGD.run_solver(A);
//
//
}