gaussian-processes 775 machine-learning 239 bayesian-optimization 93 bayesian-inference 81 python 80 regression 47 deep-learning 46 pytorch 37 gaussian-process-regression 36 variational-inference 36 optimization 34 reinforcement-learning 28 tensorflow 28 time-series 28 bayesian 22 neural-network 21 hyperparameter-optimization 20 classification 20 gpytorch 19 active-learning 19 julia 18 bayesian-statistics 17 r 17 stochastic-processes 17 neural-networks 17 uncertainty-quantification 16 kernel-methods 16 statistics 16 gpflow 15 matlab 15 data-science 15 deep-neural-networks 14 robotics 14 mcmc 14 bayesian-methods 14 probabilistic-programming 14 jax 14 astronomy 13 linear-regression 13 gaussian-mixture-models 13 logistic-regression 12 python3 11 bayesian-neural-networks 10 kalman-filter 10 variational-autoencoder 10 kernel 10 kernels 10 kriging 9 surrogate-models 9 sparse-gaussian-processes 9 artificial-intelligence 9 deep-kernel-learning 8 random-forest 8 gradient-descent 8 covariance 8 decision-trees 8 stan 8 cpp 8 gaussian 8 support-vector-machines 8 convolutional-neural-networks 7 trajectory-optimization 7 clustering 7 sklearn 7 data-analysis 7 hyperparameter-tuning 7 gpy 7 geostatistics 7 model-predictive-control 7 uncertainty 7 transfer-learning 7 astrophysics 7 scikit-learn 7 pca 7 mixture-model 7 probabilistic-models 7 lstm 6 exoplanets 6 monte-carlo 6 black-box-optimization 6 approximate-inference 6 deep-gaussian-processes 6 machine-learning-algorithms 6 variogram 6 online-learning 6 stochastic-differential-equations 6 causal-inference 6 fft 6 svm 6 multi-task-learning 6 image-processing 6 mixture-of-experts 6 bayesian-machine-learning 6 keras 6 chemistry 5 natural-language-processing 5 spatial-statistics 5 interpolation 5 tutorial 5 sampling 5