Skip to content

rustky/masters-thesis

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

53 Commits
.idea
.idea
 
 
.ipynb_checkpoints
.ipynb_checkpoints
 
 
__pycache__
__pycache__
 
 
.Rhistory
.Rhistory
 
 
0.001-test-auc-at-max-valid-epoch-annotated.png
0.001-test-auc-at-max-valid-epoch-annotated.png
 
 
0.001-test-auc-at-max-valid-epoch.png
0.001-test-auc-at-max-valid-epoch.png
 
 
0.01-test-auc-at-max-valid-epoch-annotated.png
0.01-test-auc-at-max-valid-epoch-annotated.png
 
 
0.01-test-auc-at-max-valid-epoch.png
0.01-test-auc-at-max-valid-epoch.png
 
 
0.1-test-auc-at-max-valid-epoch.png
0.1-test-auc-at-max-valid-epoch.png
 
 
Big-O Notation Review.png
Big-O Notation Review.png
 
 
Masters_Thesis_Presentation.pdf
Masters_Thesis_Presentation.pdf
 
 
README.md
README.md
 
 
ResNet20-Model-Architecture-for-CIFAR10.png
ResNet20-Model-Architecture-for-CIFAR10.png
 
 
bad-auc.png
bad-auc.png
 
 
bad-roc-curve.R
bad-roc-curve.R
 
 
bad-roc-curve.png
bad-roc-curve.png
 
 
best-auc.png
best-auc.png
 
 
big-o-notation-review.R
big-o-notation-review.R
 
 
big-o-review.pdf
big-o-review.pdf
 
 
big-o-review.tex
big-o-review.tex
 
 
contour-plot.R
contour-plot.R
 
 
duality_gap.m
duality_gap.m
 
 
early-stopping-regularization.R
early-stopping-regularization.R
 
 
early-stopping-regularization.png
early-stopping-regularization.png
 
 
experiment-grid.pdf
experiment-grid.pdf
 
 
experiment-grid.png
experiment-grid.png
 
 
experiment-grid.tex
experiment-grid.tex
 
 
figure-compare-hinge-loss-pairwise-line.png
figure-compare-hinge-loss-pairwise-line.png
 
 
figure-hinge-loss-standAlone.log
figure-hinge-loss-standAlone.log
 
 
figure-hinge-loss-standAlone.tex
figure-hinge-loss-standAlone.tex
 
 
good-auc.png
good-auc.png
 
 
grad-descent.R
grad-descent.R
 
 
grad-descent.pdf
grad-descent.pdf
 
 
grad-descent.tex
grad-descent.tex
 
 
gradient-descent.png
gradient-descent.png
 
 
grid_search_cross_validation.png
grid_search_cross_validation.png
 
 
hinge-loss-figure.R
hinge-loss-figure.R
 
 
hinge-loss.aux
hinge-loss.aux
 
 
hinge-loss.log
hinge-loss.log
 
 
hinge-loss.pdf
hinge-loss.pdf
 
 
hinge-loss.tex
hinge-loss.tex
 
 
k-fold.png
k-fold.png
 
 
lbfgs-example.pdf
lbfgs-example.pdf
 
 
lbfgs-example.tex
lbfgs-example.tex
 
 
logistic-loss.R
logistic-loss.R
 
 
logistic-loss.pdf
logistic-loss.pdf
 
 
logistic-loss.tex
logistic-loss.tex
 
 
model-performance-01.pdf
model-performance-01.pdf
 
 
model-performance-01.tex
model-performance-01.tex
 
 
naive-methods.R
naive-methods.R
 
 
naive-methods.pdf
naive-methods.pdf
 
 
naive-methods.tex
naive-methods.tex
 
 
naive_square_hinge_loss.py
naive_square_hinge_loss.py
 
 
naive_square_loss.py
naive_square_loss.py
 
 
no-hinge-loss-figure.R
no-hinge-loss-figure.R
 
 
no-hinge-loss.pdf
no-hinge-loss.pdf
 
 
no-hinge-loss.tex
no-hinge-loss.tex
 
 
proof-of-concept-timing.png
proof-of-concept-timing.png
 
 
regularization-real-data.png
regularization-real-data.png
 
 
results_comparison.R
results_comparison.R
 
 
roc-bad.pdf
roc-bad.pdf
 
 
roc-bad.tex
roc-bad.tex
 
 
roc-best.pdf
roc-best.pdf
 
 
roc-best.tex
roc-best.tex
 
 
roc-example.png
roc-example.png
 
 
roc-good.pdf
roc-good.pdf
 
 
roc-good.tex
roc-good.tex
 
 
saddle.jpg
saddle.jpg
 
 
square_loss.py
square_loss.py
 
 
squared_hinge_loss.py
squared_hinge_loss.py
 
 
timing-experiment.ipynb
timing-experiment.ipynb
 
 
timing_data.csv
timing_data.csv
 
 
timing_figure.R
timing_figure.R
 
 
zero-one-loss.R
zero-one-loss.R
 
 
zero-one-loss.pdf
zero-one-loss.pdf
 
 
zero-one-loss.tex
zero-one-loss.tex
 
 

Repository files navigation

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages