machine-learning 13 kernel 7 python 5 scikit-learn 4 svm 3 time-series 3 data-science 3 representation-learning 3 pde 2 dynamical-systems 2 mkl 2 multiple-kernel-learning 2 clustering 2 chemistry 2 deeplearning 2 materials-science 2 physics 2 regression 2 pattern-recognition 2 sklearn 1 sckit-learn 1 tumors 1 principal-vectors 1 pattern-analysis 1 neural-tangent-kernel 1 ntk 1 scikit 1 loess 1 lowess 1 multivariate 1 non-parametric 1 radial-basis-function 1 chemoinformatics 1 graph-edit-distance 1 graph-kernels 1 graph-representations 1 paths 1 pre-image 1 walks 1 features 1 fourier 1 learning-algorithm 1 machine-learning-library 1 operator-valued 1 random 1 rff 1 cell-lines 1 drug-response 1 drug-response-prediction 1 interpretability 1 deeponet 1 causality 1 sde 1 dimensionality-reduction 1 principal-component-analysis 1 principal-components-regression 1 unsupervised-learning 1 missing-data 1 multivariate-timeseries 1 time-series-classification 1 time-series-clustering 1 conditional-independence-test 1 independence-test 1 statistics 1 two-sample-test 1 Regularization methods Machine Learning Regularized Least Squares Nu-Method Iterative Landweber Method Singular Value Decomposition 1 Kernal Lerning K-Fold 1 gaussian 1 gui 1 polynomial 1 regularization 1 svd 1 model-reduction 1 operator-learning 1 partial-differential-equations 1 classification 1 learning-to-compress 1 similarity-search 1 HotStepper 1 Step Functions 1 Linear Algebra 1 Event Data 1 Data Analysis 1 Analysis 1 Data Modelling 1 Time Series 1 Kernel Methods 1 data-analysis 1 linear-algebra 1 numpy 1 pandas 1 step-functions 1 causal-inference 1 score-function-estimator 1 score-matching 1 sdes 1 stochastic-differential-equations 1 stochastic-optimal-control 1 benchmarking 1 pennylane 1