sampling 10 python 8 bayesian-inference 8 mcmc 7 machine-learning 5 statistics 5 optimization 4 probabilistic-programming 3 black-box-bayesian-inference 3 general-purpose 3 inference 3 mcmc-sampler 3 probabilistic-data-analysis 3 langevin-dynamics 3 adaptive 2 image-processing 2 astrophysics 2 microscopy 2 jax 2 probability 2 python3 2 machine learning 2 hamiltonian-monte-carlo 2 multi-resolution 2 optimization-algorithms 2 langevin-mc 2 deep-learning 2 langevin-diffusion 2 global-optimization-algorithms 2 contour-plot 1 gravitational-waves 1 kilonovae 1 multi-messenger 1 contrastive-divergence 1 pytorch 1 energy-based-models 1 algorithms 1 cardinality-estimation 1 counting 1 data-mining 1 data-monitoring 1 kernel-density-estimation 1 plotting-in-python 1 statistical-inference 1 Determinantal Point Processes 1 sampling schemes 1 random matrices 1 collaborative-research 1 collaborative-writing 1 companion-paper 1 determinantal-point-processes 1 travis-deploy 1 DOE 1 design of experiments 1 experimental design 1 cuda 1 design-of-experiments 1 weighted-sampling 1 projection-sampling 1 knowledge-compilation 1 dDNNF 1 projected sampling 1 weighted sampling 1 cnf 1 sampling-with-constraints 1 dont-pick-closest 1 constrained-sampling 1 conditional-sampling 1 genomic-data-analysis 1 sampling-distribution 1 scientific 1 markov-chain 1 monte-carlo 1 hmc 1 sampler 1 compress-images 1 scalable-machine-learning 1 python-library 1 online-learning-algorithms 1 online-feature-building 1 numba-jit-compiler 1 multithreaded 1 feature-selection 1 feature-ranking 1 feature-engineering 1 data-stream-mining 1 sudoku 1 latin-hypercube 1 smc 1 probabilistic-machine-learning 1 normalizing-flows 1 reasoning 1 score-matching 1 variational-inference 1 cosmology-inference 1 cosmology 1 astronomy 1 r 1 quasirandom 1 causal 1