notes

Contains Example Programs and Notebooks for courses offered by A. Taylan Cemgil at Bogazici University, Department of Computer Engineering

. CMPE 250 Data Structures

. CMPE 547, Bayesian Statistics and Machine Learning

. FE 587, Computer Programming for Finance

. SWE 582, Machine Learning for Data Analytics

. CMPE 548, Monte Carlo Methods,

. CMPE 58R, Statistical Data Analysis,

. CMPE 482, Numerical Linear Algebra and Its Applications,

. SWE 546, Data Mining,

Ali Taylan Cemgil

Name		Name	Last commit message	Last commit date
cmpe482		cmpe482
data		data
fe588		fe588
images		images
latex		latex
swe546		swe546
swe582		swe582
.gitignore		.gitignore
AR1-Model-Octave.ipynb		AR1-Model-Octave.ipynb
ConjugateGradients.ipynb		ConjugateGradients.ipynb
DataSets.ipynb		DataSets.ipynb
DecisionTree.ipynb		DecisionTree.ipynb
DrawGraphs.ipynb		DrawGraphs.ipynb
DynamicalSystems.ipynb		DynamicalSystems.ipynb
GD_animation.py		GD_animation.py
HamiltonianDynamics.ipynb		HamiltonianDynamics.ipynb
HiddenMarkovModel.ipynb		HiddenMarkovModel.ipynb
HitAndRun.ipynb		HitAndRun.ipynb
KNN.ipynb		KNN.ipynb
KalmanFilter.ipynb		KalmanFilter.ipynb
Kmeans.ipynb		Kmeans.ipynb
LICENSE		LICENSE
Latent Ability Models.ipynb		Latent Ability Models.ipynb
LogisticRegression.ipynb		LogisticRegression.ipynb
MatrixFactorization.ipynb		MatrixFactorization.ipynb
MeanVarianceCorrelation.ipynb		MeanVarianceCorrelation.ipynb
MixtureModels.ipynb		MixtureModels.ipynb
ModelingExamples.ipynb		ModelingExamples.ipynb
MultivariateGaussian.ipynb		MultivariateGaussian.ipynb
Norms.ipynb		Norms.ipynb
README.md		README.md
Reduced Rank MM.ipynb		Reduced Rank MM.ipynb
Regression.ipynb		Regression.ipynb
RobustRegression.ipynb		RobustRegression.ipynb
SVD.ipynb		SVD.ipynb
Sampling.ipynb		Sampling.ipynb
Spark Introduction.ipynb		Spark Introduction.ipynb
Visualizations.ipynb		Visualizations.ipynb
clusters.png		clusters.png
ellipse_line.py		ellipse_line.py
gp_image_01.png		gp_image_01.png
matrix_norm_sliders.py		matrix_norm_sliders.py
notes_utilities.py		notes_utilities.py
pharma2.jpg		pharma2.jpg
plot_normballs.py		plot_normballs.py
swe582-regression.ipynb		swe582-regression.ipynb
template.py		template.py
template_anim.py		template_anim.py
template_slider.py		template_slider.py

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