├── .gitignore ├── .ipynb_checkpoints └── index-checkpoint.ipynb ├── GPy-phil ├── GPy Intro.ipynb ├── ease-of-use.ipynb ├── index.ipynb ├── load_abalone.py ├── reproduceability.ipynb └── scalability.ipynb ├── GPy ├── GPyCrashCourse.ipynb ├── Integral_kernel.ipynb ├── MagnificationFactor.ipynb ├── ParametricNonParametricInference.ipynb ├── Poisson regression tutorial.ipynb ├── SVI.ipynb ├── Space_time_effects.ipynb ├── basic_classification.ipynb ├── basic_gp.ipynb ├── basic_kernels.ipynb ├── config.ipynb ├── coregionalized_regression_tutorial.ipynb ├── heteroscedastic_regression.ipynb ├── index.ipynb ├── models_basic.ipynb ├── multiple outputs.ipynb ├── optimizer-implementation.ipynb ├── sampling_hmc.ipynb └── sparse_gp_regression.ipynb ├── LICENSE ├── README.md ├── background ├── BayesianLinearRegression.ipynb ├── gaussianProperties.ipynb └── index.ipynb ├── compbio ├── Hierarchical.ipynb ├── SingleCellDataWithGPy.ipynb ├── SingleCellDataWithGPyTutorial.ipynb ├── SpatioTemporalGeneProteinDrosophila.ipynb ├── TFA_with_Coregion-1.ipynb ├── TomancakDataWithGPy.ipynb ├── factorAnalysis.ipynb ├── index.ipynb ├── iterate.dat ├── periodic │ ├── figure1.ipynb │ ├── figure2.ipynb │ └── figure3.ipynb ├── tSNE-over-interpretation.ipynb └── transcriptionFactorActivities.ipynb ├── datascience ├── Javier-BayesOpt.ipynb ├── Mu.ipynb ├── Sura.ipynb └── index.ipynb ├── datasets └── .ipynb_checkpoints │ └── googleTrendsData-checkpoint.ipynb ├── index.ipynb ├── lab_classes ├── .ipynb_checkpoints │ └── index-checkpoint.ipynb ├── ambassadors │ └── movie_recommender.ipynb ├── gprs │ ├── Boechner_theorem.ipynb │ ├── EastTimor2.pickle │ ├── GP differential equation.ipynb │ ├── GP second order differential equation motion capture.ipynb │ ├── GPy gaussian process regression.ipynb │ ├── GPy introduction covariance functions-Copy0.ipynb │ ├── GPy introduction covariance functions.ipynb │ ├── GPy optimizing gaussian processes.ipynb │ ├── GPy_intro.ipynb │ ├── Low Rank Gaussian Processes.ipynb │ ├── bayesian approach to regression.ipynb │ ├── bgplvm_rbf.pickle │ ├── characters.npy │ ├── digit_bgplvm_demo.pickle │ ├── digits.npy │ ├── dimensionality reduction with gaussian processes.ipynb │ ├── gaussian process introduction.ipynb │ ├── gp_intro2.ipynb │ ├── has_glasses.np │ ├── index.ipynb │ ├── iterate.dat │ ├── jupyter introduction.ipynb │ ├── lab2.ipynb │ ├── lab3.ipynb │ ├── lab4-Copy0.ipynb │ ├── load_bgplvm_dimension_select.py │ ├── load_plotting.py │ ├── low rank and non gaussian.ipynb │ ├── low rank approximations.ipynb │ ├── multiple outputs.ipynb │ ├── non gaussian likelihoods.ipynb │ ├── pca.py │ └── probabilistic interpretations of regression.ipynb ├── gpss │ ├── Untitled0.ipynb │ ├── index.ipynb │ ├── lab1.ipynb │ ├── lab1_edited.ipynb │ ├── lab2-Copy0.ipynb │ ├── lab2.ipynb │ ├── lab3.ipynb │ └── lab4.ipynb ├── index.ipynb ├── machines_and_intelligence │ ├── MI_Lab_class.ipynb │ └── index.ipynb └── mlss │ ├── .ipynb_checkpoints │ └── 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