bayesian-inference 16 python 13 probabilistic-programming 9 statistical-analysis 7 pytensor 7 mcmc 7 pytorch 7 machine-learning 7 deep-learning 6 markov-chain-monte-carlo 3 variational 3 bayesian-statistics 3 gaussian-processes 3 gp 2 gpflow 2 ml 2 stochastic-processes 2 causal-inference 2 tensorflow 2 structure-learning 2 kernels 2 variational-autoencoder 2 attention-mechanism 2 single-cell-rna-seq 2 scrna-seq 2 variantional inference 2 stan 2 statistics 2 pystan 2 normalizing-flows 2 Bayes 2 phylogenetics 2 alternative-splicing 1 variational inference 1 normalizig flow 1 adaptive annealing 1 physics-based modeling 1 annealing 1 computational-expensive-models 1 optimizer 1 optimization-algorithms 1 multi-omics 1 multi-modal 1 integration 1 associations-inference 1 single-cells 1 allelic expression 1 donor-deconvolution 1 demultiplex 1 multiplexed single-cell RNA-seq 1 differential-momentum-genes 1 differential-splicing 1 rna-velocity 1 Generative Topic Modelling 1 Latent Dirichlet Allocation 1 attention 1 gpt 1 language-model 1 latent-dirichlet-allocation 1 natural-language-processing 1 topic-modeling 1 transformer 1 unsupervised-learning 1 amortized-inference 1 causal-discovery 1 causality 1 transformers 1 autograd 1 automatic-differentiation 1 inference 1 inference-algorithms 1 iw-sampling 1 posterior 1 rank-gaussian 1 realnvp 1 stan-models 1 variational-bayes 1 batch-integration 1 gene-signatures 1 hierarchical-models 1 jax 1 matrix-factorization 1 RNA splicing 1 Bayesian regression 1 single cell RNA-seq 1 rigid-transformations 1 registration 1 point-cloud-registration 1 point-cloud 1 open3d 1 non-rigid-registration 1 gaussian-mixture-models 1 filterreg 1 expectation-maximization-algorithm 1 dual-quaternion-skinning 1 dual-quaternion 1 coherent-point-drift 1 3d 1 score-matching 1 sampling-methods 1