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

. CMPE 548, Monte Carlo Methods,

. CMPE 58R, Statistical Data Analysis,

. CMPE 482, Numerical Linear Algebra and Its Applications,

. CMPE 462, Machine Learning,

. SWE 546, Data Mining,

. SWE 582, Machine Learning for Data Analytics,

. FE 587, Computer Programming for Finance

. FE 588, Python Programming for Finance

Ali Taylan Cemgil

Name		Name	Last commit message	Last commit date
Latest commit History 157 Commits
cmpe482		cmpe482
data		data
fe588		fe588
images		images
latex		latex
swe546		swe546
swe582		swe582
.gitignore		.gitignore
AR1-Model-Octave.ipynb		AR1-Model-Octave.ipynb
AlternatingLeastSquares.ipynb		AlternatingLeastSquares.ipynb
Automatic Differentiation.ipynb		Automatic Differentiation.ipynb
BayesianLinearModel.ipynb		BayesianLinearModel.ipynb
BayesianNetworks.ipynb		BayesianNetworks.ipynb
ChangeOfVariables.ipynb		ChangeOfVariables.ipynb
ConjugateGradients.ipynb		ConjugateGradients.ipynb
DataSets.ipynb		DataSets.ipynb
DecisionTree.ipynb		DecisionTree.ipynb
DrawGraphs.ipynb		DrawGraphs.ipynb
DrawNN.py		DrawNN.py
DynamicalSystems.ipynb		DynamicalSystems.ipynb
GD_animation.py		GD_animation.py
GradientDescent.ipynb		GradientDescent.ipynb
HamiltonianDynamics.ipynb		HamiltonianDynamics.ipynb
HiddenMarkovModel.ipynb		HiddenMarkovModel.ipynb
HiddenMarkovModel.py		HiddenMarkovModel.py
HitAndRun.ipynb		HitAndRun.ipynb
KNN.ipynb		KNN.ipynb
KalmanFilter.ipynb		KalmanFilter.ipynb
Kmeans.ipynb		Kmeans.ipynb
LICENSE		LICENSE
LSTM.ipynb		LSTM.ipynb
Latent Ability Models.ipynb		Latent Ability Models.ipynb
Logistic Matrix Factorization.ipynb		Logistic Matrix Factorization.ipynb
LogisticRegression.ipynb		LogisticRegression.ipynb
MNIST Classification.ipynb		MNIST Classification.ipynb
Matrix Calculus.ipynb		Matrix Calculus.ipynb
MatrixFactorization.ipynb		MatrixFactorization.ipynb
MeanVarianceCorrelation.ipynb		MeanVarianceCorrelation.ipynb
MixtureModels.ipynb		MixtureModels.ipynb
ModelingExamples1.ipynb		ModelingExamples1.ipynb
ModelingExamples2.ipynb		ModelingExamples2.ipynb
MultiLayerPerceptron.ipynb		MultiLayerPerceptron.ipynb
MultivariateGaussian.ipynb		MultivariateGaussian.ipynb
Norms.ipynb		Norms.ipynb
ParticleFilter.ipynb		ParticleFilter.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
Sampling1.ipynb		Sampling1.ipynb
Sampling2.ipynb		Sampling2.ipynb
Spark Introduction.ipynb		Spark Introduction.ipynb
StochasticGradientDescent.ipynb		StochasticGradientDescent.ipynb
TextProcessing.ipynb		TextProcessing.ipynb
VPythonAnimations.ipynb		VPythonAnimations.ipynb
VeriAnalitigiNotlar.ipynb		VeriAnalitigiNotlar.ipynb
Visualizations.ipynb		Visualizations.ipynb
bouncing_ball_animation_01.py		bouncing_ball_animation_01.py
byoyo2018-giris-1.ipynb		byoyo2018-giris-1.ipynb
byoyo2018-giris-2.ipynb		byoyo2018-giris-2.ipynb
byoyo2018-giris-3.ipynb		byoyo2018-giris-3.ipynb
clusters.png		clusters.png
cos_sin.png		cos_sin.png
cos_sin_with_df.png		cos_sin_with_df.png
gp_image_01.png		gp_image_01.png
html_utils.py		html_utils.py
html_utils_tester.py		html_utils_tester.py
matkoy2021-1.ipynb		matkoy2021-1.ipynb
matrix_norm_sliders.py		matrix_norm_sliders.py
notes_utilities.py		notes_utilities.py
pharma2.jpg		pharma2.jpg
plot_normballs.py		plot_normballs.py
pyTorchExample.ipynb		pyTorchExample.ipynb
swe582-regression.ipynb		swe582-regression.ipynb
template.py		template.py
template_anim.py		template_anim.py
template_equations.py		template_equations.py
template_slider.py		template_slider.py
template_toggle_code.py		template_toggle_code.py
vpython_utilities.py		vpython_utilities.py

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