Name: Shubham Shukla
Project: Inside The Black Box
Mentors: Heiko Strathmann, Giovanni De Toni
Organization and Repository: Shogun Machine Learning Toolbox: https://github.com/shogun-toolbox/shogun
My commits to shogun/develop
My commits to shogun/data
Blog Posts and user guides: https://shubham808.github.io/blog/
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset="UTF-8"> | |
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, minimum-scale=1, user-scalable=no"> | |
<meta name="apple-mobile-web-app-capable" content="yes"> | |
<meta name="mobile-web-app-capable" content="yes"> | |
<title>Dotchaser</title> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
[----------] 5 tests from KNN | |
[ RUN ] KNN.brute_solver | |
PROGRESS: |█████████████████| 100.00% 0.0 seconds remaining 0.0 seconds total | |
[ OK ] KNN.brute_solver (75 ms) | |
[ RUN ] KNN.kdtree_solver | |
[ OK ] KNN.kdtree_solver (164 ms) | |
[ RUN ] KNN.lsh_solver | |
[ OK ] KNN.lsh_solver (135 ms) | |
[ RUN ] KNN.classify_multiple_brute | |
PROGRESS: |█████████████████| 100.00% 0.0 seconds remaining 0.0 seconds total |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
TEST(Perceptron, prematurely_stop) | |
{ | |
auto env = linear_test_env->getBinaryLabelData(); | |
auto features = wrap(env->get_features_train()); | |
auto labels = wrap(env->get_labels_train()); | |
auto test_features = wrap(env->get_features_test()); | |
auto test_labels = wrap(env->get_labels_test()); | |
auto perceptron = some<CPerceptron>(); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#include <shogun/base/init.h> | |
#include <shogun/base/some.h> | |
#include <shogun/evaluation/ContingencyTableEvaluation.h> | |
#include <shogun/features/Features.h> | |
#include <shogun/io/File.h> | |
#include <shogun/io/SerializableAsciiFile.h> | |
#include <shogun/labels/BinaryLabels.h> | |
#include <shogun/labels/Labels.h> | |
#include <shogun/lib/DynamicObjectArray.h> | |
#include <shogun/lib/SGVector.h> |