notes

(★ 190)

Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering

  • .gitignore
  • AlternatingLeastSquares.ipynb
  • AR1-Model-Octave.ipynb
  • Automatic Differentiation.ipynb
  • BayesianLinearModel.ipynb
  • BayesianNetworks.ipynb
  • bouncing_ball_animation_01.py
  • byoyo2018-giris-1.ipynb
  • byoyo2018-giris-2.ipynb
  • byoyo2018-giris-3.ipynb
  • ChangeOfVariables.ipynb
  • clusters.png
  • ConjugateGradients.ipynb
  • cos_sin.png
  • cos_sin_with_df.png
  • DataSets.ipynb
  • DecisionTree.ipynb
  • DrawGraphs.ipynb
  • DrawNN.py
  • DynamicalSystems.ipynb
  • GD_animation.py
  • gp_image_01.png
  • GradientDescent.ipynb
  • HamiltonianDynamics.ipynb
  • HiddenMarkovModel.ipynb
  • HiddenMarkovModel.py
  • HitAndRun.ipynb
  • html_utils.py
  • html_utils_tester.py
  • KalmanFilter.ipynb
  • Kmeans.ipynb
  • KNN.ipynb
  • Latent Ability Models.ipynb
  • LICENSE
  • Logistic Matrix Factorization.ipynb
  • LogisticRegression.ipynb
  • LSTM.ipynb
  • matkoy2021-1.ipynb
  • Matrix Calculus.ipynb
  • matrix_norm_sliders.py
  • MatrixFactorization.ipynb
  • MeanVarianceCorrelation.ipynb
  • MixtureModels.ipynb
  • MNIST Classification.ipynb
  • ModelingExamples1.ipynb
  • ModelingExamples2.ipynb
  • MultiLayerPerceptron.ipynb
  • MultivariateGaussian.ipynb
  • Norms.ipynb
  • notes_utilities.py
  • ParticleFilter.ipynb
  • pharma2.jpg
  • plot_normballs.py
  • pyTorchExample.ipynb
  • README.md
  • Reduced Rank MM.ipynb
  • Regression.ipynb
  • RobustRegression.ipynb
  • Sampling1.ipynb
  • Sampling2.ipynb
  • Spark Introduction.ipynb
  • StochasticGradientDescent.ipynb
  • SVD.ipynb
  • swe582-regression.ipynb
  • template.py
  • template_anim.py
  • template_equations.py
  • template_slider.py
  • template_toggle_code.py
  • TextProcessing.ipynb
  • VeriAnalitigiNotlar.ipynb
  • Visualizations.ipynb
  • vpython_utilities.py
  • VPythonAnimations.ipynb
// repository documentation